Global Machine learning as a Service Market Size, Share & Industry Trends Analysis Report By End User, By Offering, By Organization Size, By Application, By Regional Outlook and Forecast, 2022 - 2028

The Global Machine learning as a Service Market size is expected to reach $36.2 billion by 2028, rising at a market growth of 31.6% CAGR during the forecast period.

Machine learning is a data analysis method that includes statistical data analysis to create desired prediction output without the use of explicit programming. It uses a sequence of algorithms to comprehend the link between datasets in order to produce the desired result. It is designed to include artificial intelligence (AI) and cognitive computing functionalities. Machine learning as a service (MLaaS) refers to a group of cloud computing services that provide machine learning technologies.

Increased demand for cloud computing, as well as growth connected with artificial intelligence and cognitive computing, are major machine learning as service industry growth drivers. Growth in demand for cloud-based solutions, such as cloud computing, rise in adoption of analytical solutions, growth of the artificial intelligence & cognitive computing market, increased application areas, and a scarcity of trained professionals are all influencing the machine learning as a service market.

As more businesses migrate their data from on-premise storage to cloud storage, the necessity for efficient data organization grows. Since MLaaS platforms are essentially cloud providers, they enable solutions to appropriately manage data for machine learning experiments and data pipelines, making it easier for data engineers to access and process the data.

For organizations, MLaaS providers offer capabilities like data visualization and predictive analytics. They also provide APIs for sentiment analysis, facial recognition, creditworthiness evaluations, corporate intelligence, and healthcare, among other things. The actual computations of these processes are abstracted by MLaaS providers, so data scientists don't have to worry about them. For machine learning experimentation and model construction, some MLaaS providers even feature a drag-and-drop interface.

COVID-19 Impact Analysis

The COVID-19 pandemic has had a substantial impact on numerous countries' health, economic, and social systems. It has resulted in millions of fatalities across the globe and has left the economic and financial systems in tatters. Individuals can benefit from knowledge about individual-level susceptibility variables in order to better understand and cope with their psychological, emotional, and social well-being.

Artificial intelligence technology is likely to aid in the fight against the COVID-19 pandemic. COVID-19 cases are being tracked and traced in several countries utilizing population monitoring approaches enabled by machine learning and artificial intelligence. Researchers in South Korea, for example, track coronavirus cases using surveillance camera footage and geo-location data.

Market Growth Factors

Increased Demand for Cloud Computing and a Boom in Big Data

The industry is growing due to the increased acceptance of cloud computing technologies and the use of social media platforms. Cloud computing is now widely used by all companies that supply enterprise storage solutions. Data analysis is performed online using cloud storage, giving the advantage of evaluating real-time data collected on the cloud. Cloud computing enables data analysis from any location and at any time. Moreover, using the cloud to deploy machine learning allows businesses to get useful data, such as consumer behavior and purchasing trends, virtually from linked data warehouses, lowering infrastructure and storage costs. As a result, the machine learning as a service business is growing as cloud computing technology becomes more widely adopted.

Use of Machine Learning to Fuel Artificial Intelligence Systems

Machine learning is used to fuel reasoning, learning, and self-correction in artificial intelligence (AI) systems. Expert systems, speech recognition, and machine vision are examples of AI applications. The rise in the popularity of AI is due to current efforts such as big data infrastructure and cloud computing. Top companies across industries, including Google, Microsoft, and Amazon (Software & IT); Bloomberg, American Express (Financial Services); and Tesla and Ford (Automotive), have identified AI and cognitive computing as a key strategic driver and have begun investing in machine learning to develop more advanced systems. These top firms have also provided financial support to young start-ups in order to produce new creative technology.

Market Restraining Factors

Technical Restraints and Inaccuracies of ML

The ML platform provides a plethora of advantages that aid in market expansion. However, several parameters on the platform are projected to impede market expansion. The presence of inaccuracy in these algorithms, which are sometimes immature and underdeveloped, is one of the market's primary constraining factors. In the big data and machine learning manufacturing industries, precision is crucial. A minor flaw in the algorithm could result in incorrect items being produced. This would exorbitantly increase the operational costs for the owner of the manufacturing unit than decrease it.

End User Outlook

Based on End User, the market is segmented into IT & Telecom, BFSI, Manufacturing, Retail, Healthcare, Energy & Utilities, Public Sector, Aerospace & Defense, and Others. The retail segment garnered a substantial revenue share in the machine learning as a service market in 2021. E-commerce has proven to be a key force in the retail trade industry. Machine intelligence is used by retailers to collect data, evaluate it, and use it to provide customers with individualized shopping experiences. These are some of the factors that influence the retail industries' demand for this technology.

Offering Outlook

Based on Offering, the market is segmented into Services Only and Solution (Software Tools). The services only segment acquired the largest revenue share in the machine learning as a service market in 2021. The market for machine learning services is expected to grow due to factors such as an increase in application areas and growth connected with end-use industries in developing economies. To enhance the usage of machine learning services, industry participants are focusing on implementing technologically advanced solutions. The use of machine learning services in the healthcare business for cancer detection, as well as checking ECG and MRI, is expanding the market. Machine learning services' benefits, such as cost reduction, demand forecasting, real-time data analysis, and increased cloud use, are projected to open up considerable prospects for the market.

Organization Size Outlook

Based on Organization Size, the market is segmented into Large Enterprises and Small & Medium Enterprises. The small and medium enterprises segment procured a substantial revenue share in the machine learning as a service market in 2021. This is because implementation of machine learning lets SMEs optimize its processes on a tight budget. AI and machine learning are projected to be the major technologies that allow SMEs to save money on ICT and gain access to digital resources in the near future.

Application Outlook

Based on Application, the market is segmented into Marketing & Advertising, Fraud Detection & Risk Management, Computer vision, Security & Surveillance, Predictive analytics, Natural Language Processing, Augmented & Virtual Reality, and Others. The marketing and advertising segment acquired the largest revenue share in the machine learning as a service market in 2021. The goal of a recommendation system is to provide customers with products that they are currently interested in. The following is the marketing work algorithm: Hypotheses are developed, tested, evaluated, and analyzed by marketers. Because information changes every second, this effort is time-consuming and labor-intensive, and the findings are occasionally wrong. Machine learning allows marketers to make quick decisions based on large amounts of data. Machine learning allows businesses to respond more quickly to changes in the quality of traffic generated by advertising efforts. As a result, the business can spend more time developing hypotheses rather than doing mundane tasks.

Machine learning as a Service Market Report Coverage

Report Attribute	Details
Market size value in 2021	USD 5.5 Billion
Market size forecast in 2028	USD 36.2 Billion
Base Year	2021
Historical Period	2018 to 2020
Forecast Period	2022 to 2028
Revenue Growth Rate	CAGR of 31.6% from 2022 to 2028
Number of Pages	337
Number of Tables	533
Report coverage	Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Companies Strategic Developments, Company Profiling
Segments covered	Offering, Application, Organization Size, End User, Region
Country scope	US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers	Increased Demand for Cloud Computing and a Boom in Big Data Complexity In Managing Connected Devices Would Drive The Market Growth
Restraints	Technical Glitches And Complete Reliance On Connectivity And Power

Regional Outlook

Based on Regions, the market is segmented into North America, Europe, Asia Pacific, and Latin America, Middle East & Africa. The Asia Pacific region garnered a significant revenue share in the machine learning as a service market in 2021. Leading companies are concentrating their efforts in Asia-Pacific to expand their operations, as the region is likely to see rapid development in the deployment of security services, particularly in the banking, financial services, and insurance (BFSI) sector. To provide better customer service, industry participants are realizing the significance of providing multi-modal platforms. The rise in AI application adoption is likely to be the primary trend driving market growth in this area. Furthermore, government organizations have taken important steps to accelerate the adoption of machine learning and related technologies in this region.

Free Valuable Insights: Global Machine learning as a Service Market size to reach USD 36.2 Billion by 2028

KBV Cardinal Matrix - Machine learning as a Service Market Competition Analysis

The major strategies followed by the market participants are Product Launches and Partnerships. Based on the Analysis presented in the Cardinal matrix; Amazon Web Services, Inc., Microsoft Corporation, and Google LLC are the forerunners in the Machine learning as a Service Market. Companies such SAS Institute, Inc., IBM Corporation are some of the key innovators in the Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Hewlett-Packard Enterprise Company, Oracle Corporation, Google LLC, Amazon Web Services, Inc. (Amazon.com, Inc.), IBM Corporation, Microsoft Corporation, Fair Isaac Corporation (FICO), SAS Institute, Inc., Yottamine Analytics, LLC, and BigML.

Recent Strategies Deployed in Machine learning as a Service Market

» Partnerships, Collaborations and Agreements:

• Mar-2022: Google entered into a partnership with BT, a British telecommunications company. Under the partnership, BT utilized a suite of Google Cloud products and services—including cloud infrastructure, machine learning (ML) and artificial intelligence (AI), data analytics, security, and API management—to offer excellent customer experiences, decrease costs, and risks, and create more revenue streams. Google aimed to enable BT to get access to hundreds of new business use-cases to solidify its goals around digital offerings and developing hyper-personalized customer engagement.
• Feb-2022: SAS entered into a partnership with TecCentric, a company providing customized IT solutions. SAS aimed to fasten TecCentric's journey towards discovery with artificial intelligence (AI), machine learning (ML), and advanced analytics. Under the partnership, TecCentric aimed to work with SAS to customize services and solutions for a broad range of verticals from the public sector, to banking, education, healthcare, and more, granting them access to the complete analytics cycle with SAS's enhanced AI solution offering as well as its leading fraud and financial crimes analytics and reporting.
• Feb-2022: Microsoft entered into a partnership with Tata Consultancy Services, an Indian company focusing on providing information technology services and consulting. Under the partnership, Tata Consultancy Services leveraged its software, TCS Intelligent Urban Exchange (IUX) and TCS Customer Intelligence & Insights (CI&I), to enable businesses in providing hyper-personalized customer experiences. CI&I and IUX are supported by artificial intelligence (AI), and machine learning, and assist in real-time data analytics. The CI&I software empowered retailers, banks, insurers, and other businesses to gather insights, predictions, and recommended actions in real-time to enhance the satisfaction of customers.
• Jun-2021: Amazon Web Services entered into a partnership with Salesforce, a cloud-based software company. The partnership enabled to utilize complete set of Salesforce and AWS capabilities simultaneously to rapidly develop and deploy new business applications that facilitate digital transformation. Salesforce also embedded AWS services for voice, video, artificial intelligence (AI), and machine learning (ML) directly in new applications for sales, service, and industry vertical use cases.
• Apr-2021: Amazon formed a partnership with Basler, a company known for its product line of area scan, line scan, and network cameras. The partnership began as Amazon launched a succession of services for industrial machine learning, including its latest Lookout for Vision cloud AI service for factory inspection. Customers can integrate AWS Panorama SDK within its platform, and thus utilize a common architecture to perform multiple tasks and accommodate a broad range of performance and cost. The integration of AWS Panorama empowered customers to adopt and run machine learning applications on edge devices with additional support for device management and accuracy tracking.  
• Dec-2020: IBM teamed up with Mila, a Quebec Artificial Intelligence Institute. Under the collaboration, both organizations aimed to quicken machine learning using Oríon, an open-source technology. After the integration of Mila’s open-source Oríon software and IBM’s Watson Machine Learning Accelerator, IBM also enhanced the deployment of state-of-the-art algorithms, along with improved machine learning and deep learning capabilities for AI researchers and data scientists. IBM’s Spectrum Computing team based out of Canada Lab contributes substantially to Oríon’s code base.
• Oct-2020: SAS entered into a partnership with TMA Solutions, a software outsourcing company based in Vietnam. Under the partnership, SAS and TMA Solutions aimed to fasten the growth of businesses in Vietnam through Artificial Intelligence (AI) and Data Analytics. SAS and TMA helped clients in Vietnam quicken the deployment and growth of advanced analytics and look for new methods to propel innovation in AI, especially in the fields of Machine Learning, Computer Vision, Natural Language Processing (NLP), and other technologies.

» Product Launches and Product Expansions:

• May-2022: Hewlett Packard launched HPE Swarm Learning and the new Machine Learning (ML) Development System, two AI and ML-based solutions. These new solutions increase the accuracy of models, solve AI infrastructure burdens, and improve data privacy standards. The company declared the new tool a “breakthrough AI solution” that focuses on fast-tracking insights at the edge, with attributes ranging from identifying card fraud to diagnosing diseases.
• Apr-2022: Hewlett Packard released Machine Learning Development System (MLDS) and Swarm Learning, its new machine learning solutions. The two solutions are focused on simplifying the burdens of AI development in a development environment that progressively consists of large amounts of protected data and specialized hardware. The MLDS provides a full software and services stack, including a training platform (the HPE Machine Learning Development Environment), container management (Docker), cluster management (HPE Cluster Manager), and Red Hat Enterprise Linux.
• May-2021: Google released Vertex AI, a novel managed machine learning platform that enables developers to more easily deploy and maintain their AI models. Engineers can use Vertex AI to manage video, image, text, and tabular datasets, and develop machine learning pipelines to train and analyze models utilizing Google Cloud algorithms or custom training code. After that the engineers can install models for online or batch use cases all on scalable managed infrastructure.
• Mar-2021: Microsoft released updates to Azure Arc, its service that brought Azure products and management to multiple clouds, edge devices, and data centers with auditing, compliance, and role-based access. Microsoft also made Azure Arc-enabled Kubernetes available. Azure Arc-enabled Machine Learning and Azure Arc-enabled Kubernetes are developed to aid companies to find a balance between enjoying the advantages of the cloud and maintaining apps and maintaining apps and workloads on-premises for regulatory and operational reasons. The new services enable companies to implement Kubernetes clusters and create machine learning models where data lives, as well as handle applications and models from a single dashboard.
• Jul-2020: Hewlett Packard released HPE Ezmeral, a new brand and software portfolio developed to assist enterprises to quicken digital transformation across their organization, from edge to cloud. The HPE Ezmeral goes from a portfolio consisting of container orchestration and management, AI/ML, and data analytics to cost control, IT automation and AI-driven operations, and security.

» Acquisitions and Mergers:

Jun-2021: Hewlett Packard completed the acquisition of Determined AI, a San Francisco-based startup that offers a strong and solid software stack to train AI models faster, at any scale, utilizing its open-source machine learning (ML) platform. Hewlett Packard integrated Determined AI’s unique software solution with its world-leading AI and high-performance computing (HPC) products to empower ML  engineers to conveniently deploy and train machine learning models to offer faster and more precise analysis from their data in almost every industry.

Scope of the Study

Market Segments Covered in the Report:

By End User

• IT & Telecom
• BFSI
• Manufacturing
• Retail
• Healthcare
• Energy & Utilities
• Public Sector
• Aerospace & Defense
• Others

By Offering

• Services Only
• Solution (Software Tools)

By Organization Size

• Large Enterprises
• Small & Medium Enterprises

By Application

• Marketing & Advertising
• Fraud Detection & Risk Management
• Computer vision
• Security & Surveillance
• Predictive analytics
• Natural Language Processing
• Augmented & Virtual Reality
• Others

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Key Market Players

List of Companies Profiled in the Report:

• Hewlett-Packard Enterprise Company
• Oracle Corporation
• Google LLC
• Amazon Web Services, Inc. (Amazon.com, Inc.)
• IBM Corporation
• Microsoft Corporation
• Fair Isaac Corporation (FICO)
• SAS Institute, Inc.
• Yottamine Analytics, LLC
• BigML

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Machine learning as a Service Market, by End User
1.4.2 Global Machine learning as a Service Market, by Offering
1.4.3 Global Machine learning as a Service Market, by Organization Size
1.4.4 Global Machine learning as a Service Market, by Application
1.4.5 Global Machine learning as a Service Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.1.1 Partnerships, Collaborations and Agreements
3.1.2 Product Launches and Product Expansions
3.1.3 Acquisition and Mergers
3.1 Market Share Analysis, 2021
3.2 Top Winning Strategies
3.2.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.2.2 Key Strategic Move: (Product Launches and Product Expansions : 2018, Jan – 2022, May) Leading Players
3.2.3 Key Strategic Move: (Partnership, Collaboration and Agreement : 2019, Apr – 2022, Mar) Leading Players

Chapter 4. Global Machine learning as a Service Market by End User
4.1 Global IT & Telecom Market by Region
4.2 Global BFSI Market by Region
4.3 Global Manufacturing Market by Region
4.4 Global Retail Market by Region
4.5 Global Healthcare Market by Region
4.6 Global Energy & Utilities Market by Region
4.7 Global Public Sector Market by Region
4.8 Global Aerospace & Defense Market by Region
4.9 Global Other End User Market by Region

Chapter 5. Global Machine learning as a Service Market by Offering
5.1 Global Services Only Market by Region
5.2 Global Solution (Software Tools) Market by Region

Chapter 6. Global Machine learning as a Service Market by Organization Size
6.1 Global Large Enterprises Market by Region
6.2 Global Small & Medium Enterprises Market by Region

Chapter 7. Global Machine learning as a Service Market by Application
7.1 Global Marketing & Advertising Market by Region
7.2 Global Fraud Detection & Risk Management Market by Region
7.3 Global Computer vision Market by Region
7.4 Global Security & Surveillance Market by Region
7.5 Global Predictive analytics Market by Region
7.6 Global Natural Language Processing Market by Region
7.7 Global Augmented & Virtual Reality Market by Region
7.8 Global Others Market by Region

Chapter 8. Global Machine learning as a Service Market by Region
8.1 North America Machine learning as a Service Market
8.1.1 North America Machine learning as a Service Market by End User
8.1.1.1 North America IT & Telecom Market by Country
8.1.1.2 North America BFSI Market by Country
8.1.1.3 North America Manufacturing Market by Country
8.1.1.4 North America Retail Market by Country
8.1.1.5 North America Healthcare Market by Country
8.1.1.6 North America Energy & Utilities Market by Country
8.1.1.7 North America Public Sector Market by Country
8.1.1.8 North America Aerospace & Defense Market by Country
8.1.1.9 North America Other End User Market by Country
8.1.2 North America Machine learning as a Service Market by Offering
8.1.2.1 North America Services Only Market by Country
8.1.2.2 North America Solution (Software Tools) Market by Country
8.1.3 North America Machine learning as a Service Market by Organization Size
8.1.3.1 North America Large Enterprises Market by Country
8.1.3.2 North America Small & Medium Enterprises Market by Country
8.1.4 North America Machine learning as a Service Market by Application
8.1.4.1 North America Marketing & Advertising Market by Country
8.1.4.2 North America Fraud Detection & Risk Management Market by Country
8.1.4.3 North America Computer vision Market by Country
8.1.4.4 North America Security & Surveillance Market by Country
8.1.4.5 North America Predictive analytics Market by Country
8.1.4.6 North America Natural Language Processing Market by Country
8.1.4.7 North America Augmented & Virtual Reality Market by Country
8.1.4.8 North America Others Market by Country
8.1.5 North America Machine learning as a Service Market by Country
8.1.5.1 US Machine learning as a Service Market
8.1.5.1.1 US Machine learning as a Service Market by End User
8.1.5.1.2 US Machine learning as a Service Market by Offering
8.1.5.1.3 US Machine learning as a Service Market by Organization Size
8.1.5.1.4 US Machine learning as a Service Market by Application
8.1.5.2 Canada Machine learning as a Service Market
8.1.5.2.1 Canada Machine learning as a Service Market by End User
8.1.5.2.2 Canada Machine learning as a Service Market by Offering
8.1.5.2.3 Canada Machine learning as a Service Market by Organization Size
8.1.5.2.4 Canada Machine learning as a Service Market by Application
8.1.5.3 Mexico Machine learning as a Service Market
8.1.5.3.1 Mexico Machine learning as a Service Market by End User
8.1.5.3.2 Mexico Machine learning as a Service Market by Offering
8.1.5.3.3 Mexico Machine learning as a Service Market by Organization Size
8.1.5.3.4 Mexico Machine learning as a Service Market by Application
8.1.5.4 Rest of North America Machine learning as a Service Market
8.1.5.4.1 Rest of North America Machine learning as a Service Market by End User
8.1.5.4.2 Rest of North America Machine learning as a Service Market by Offering
8.1.5.4.3 Rest of North America Machine learning as a Service Market by Organization Size
8.1.5.4.4 Rest of North America Machine learning as a Service Market by Application
8.2 Europe Machine learning as a Service Market
8.2.1 Europe Machine learning as a Service Market by End User
8.2.1.1 Europe IT & Telecom Market by Country
8.2.1.2 Europe BFSI Market by Country
8.2.1.3 Europe Manufacturing Market by Country
8.2.1.4 Europe Retail Market by Country
8.2.1.5 Europe Healthcare Market by Country
8.2.1.6 Europe Energy & Utilities Market by Country
8.2.1.7 Europe Public Sector Market by Country
8.2.1.8 Europe Aerospace & Defense Market by Country
8.2.1.9 Europe Other End User Market by Country
8.2.2 Europe Machine learning as a Service Market by Offering
8.2.2.1 Europe Services Only Market by Country
8.2.2.2 Europe Solution (Software Tools) Market by Country
8.2.3 Europe Machine learning as a Service Market by Organization Size
8.2.3.1 Europe Large Enterprises Market by Country
8.2.3.2 Europe Small & Medium Enterprises Market by Country
8.2.4 Europe Machine learning as a Service Market by Application
8.2.4.1 Europe Marketing & Advertising Market by Country
8.2.4.2 Europe Fraud Detection & Risk Management Market by Country
8.2.4.3 Europe Computer vision Market by Country
8.2.4.4 Europe Security & Surveillance Market by Country
8.2.4.5 Europe Predictive analytics Market by Country
8.2.4.6 Europe Natural Language Processing Market by Country
8.2.4.7 Europe Augmented & Virtual Reality Market by Country
8.2.4.8 Europe Others Market by Country
8.2.5 Europe Machine learning as a Service Market by Country
8.2.5.1 Germany Machine learning as a Service Market
8.2.5.1.1 Germany Machine learning as a Service Market by End User
8.2.5.1.2 Germany Machine learning as a Service Market by Offering
8.2.5.1.3 Germany Machine learning as a Service Market by Organization Size
8.2.5.1.4 Germany Machine learning as a Service Market by Application
8.2.5.2 UK Machine learning as a Service Market
8.2.5.2.1 UK Machine learning as a Service Market by End User
8.2.5.2.2 UK Machine learning as a Service Market by Offering
8.2.5.2.3 UK Machine learning as a Service Market by Organization Size
8.2.5.2.4 UK Machine learning as a Service Market by Application
8.2.5.3 France Machine learning as a Service Market
8.2.5.3.1 France Machine learning as a Service Market by End User
8.2.5.3.2 France Machine learning as a Service Market by Offering
8.2.5.3.3 France Machine learning as a Service Market by Organization Size
8.2.5.3.4 France Machine learning as a Service Market by Application
8.2.5.4 Russia Machine learning as a Service Market
8.2.5.4.1 Russia Machine learning as a Service Market by End User
8.2.5.4.2 Russia Machine learning as a Service Market by Offering
8.2.5.4.3 Russia Machine learning as a Service Market by Organization Size
8.2.5.4.4 Russia Machine learning as a Service Market by Application
8.2.5.5 Spain Machine learning as a Service Market
8.2.5.5.1 Spain Machine learning as a Service Market by End User
8.2.5.5.2 Spain Machine learning as a Service Market by Offering
8.2.5.5.3 Spain Machine learning as a Service Market by Organization Size
8.2.5.5.4 Spain Machine learning as a Service Market by Application
8.2.5.6 Italy Machine learning as a Service Market
8.2.5.6.1 Italy Machine learning as a Service Market by End User
8.2.5.6.2 Italy Machine learning as a Service Market by Offering
8.2.5.6.3 Italy Machine learning as a Service Market by Organization Size
8.2.5.6.4 Italy Machine learning as a Service Market by Application
8.2.5.7 Rest of Europe Machine learning as a Service Market
8.2.5.7.1 Rest of Europe Machine learning as a Service Market by End User
8.2.5.7.2 Rest of Europe Machine learning as a Service Market by Offering
8.2.5.7.3 Rest of Europe Machine learning as a Service Market by Organization Size
8.2.5.7.4 Rest of Europe Machine learning as a Service Market by Application
8.3 Asia Pacific Machine learning as a Service Market
8.3.1 Asia Pacific Machine learning as a Service Market by End User
8.3.1.1 Asia Pacific IT & Telecom Market by Country
8.3.1.2 Asia Pacific BFSI Market by Country
8.3.1.3 Asia Pacific Manufacturing Market by Country
8.3.1.4 Asia Pacific Retail Market by Country
8.3.1.5 Asia Pacific Healthcare Market by Country
8.3.1.6 Asia Pacific Energy & Utilities Market by Country
8.3.1.7 Asia Pacific Public Sector Market by Country
8.3.1.8 Asia Pacific Aerospace & Defense Market by Country
8.3.1.9 Asia Pacific Other End User Market by Country
8.3.2 Asia Pacific Machine learning as a Service Market by Offering
8.3.2.1 Asia Pacific Services Only Market by Country
8.3.2.2 Asia Pacific Solution (Software Tools) Market by Country
8.3.3 Asia Pacific Machine learning as a Service Market by Organization Size
8.3.3.1 Asia Pacific Large Enterprises Market by Country
8.3.3.2 Asia Pacific Small & Medium Enterprises Market by Country
8.3.4 Asia Pacific Machine learning as a Service Market by Application
8.3.4.1 Asia Pacific Marketing & Advertising Market by Country
8.3.4.2 Asia Pacific Fraud Detection & Risk Management Market by Country
8.3.4.3 Asia Pacific Computer vision Market by Country
8.3.4.4 Asia Pacific Security & Surveillance Market by Country
8.3.4.5 Asia Pacific Predictive analytics Market by Country
8.3.4.6 Asia Pacific Natural Language Processing Market by Country
8.3.4.7 Asia Pacific Augmented & Virtual Reality Market by Country
8.3.4.8 Asia Pacific Others Market by Country
8.3.5 Asia Pacific Machine learning as a Service Market by Country
8.3.5.1 China Machine learning as a Service Market
8.3.5.1.1 China Machine learning as a Service Market by End User
8.3.5.1.2 China Machine learning as a Service Market by Offering
8.3.5.1.3 China Machine learning as a Service Market by Organization Size
8.3.5.1.4 China Machine learning as a Service Market by Application
8.3.5.2 Japan Machine learning as a Service Market
8.3.5.2.1 Japan Machine learning as a Service Market by End User
8.3.5.2.2 Japan Machine learning as a Service Market by Offering
8.3.5.2.3 Japan Machine learning as a Service Market by Organization Size
8.3.5.2.4 Japan Machine learning as a Service Market by Application
8.3.5.3 India Machine learning as a Service Market
8.3.5.3.1 India Machine learning as a Service Market by End User
8.3.5.3.2 India Machine learning as a Service Market by Offering
8.3.5.3.3 India Machine learning as a Service Market by Organization Size
8.3.5.3.4 India Machine learning as a Service Market by Application
8.3.5.4 South Korea Machine learning as a Service Market
8.3.5.4.1 South Korea Machine learning as a Service Market by End User
8.3.5.4.2 South Korea Machine learning as a Service Market by Offering
8.3.5.4.3 South Korea Machine learning as a Service Market by Organization Size
8.3.5.4.4 South Korea Machine learning as a Service Market by Application
8.3.5.5 Singapore Machine learning as a Service Market
8.3.5.5.1 Singapore Machine learning as a Service Market by End User
8.3.5.5.2 Singapore Machine learning as a Service Market by Offering
8.3.5.5.3 Singapore Machine learning as a Service Market by Organization Size
8.3.5.5.4 Singapore Machine learning as a Service Market by Application
8.3.5.6 Malaysia Machine learning as a Service Market
8.3.5.6.1 Malaysia Machine learning as a Service Market by End User
8.3.5.6.2 Malaysia Machine learning as a Service Market by Offering
8.3.5.6.3 Malaysia Machine learning as a Service Market by Organization Size
8.3.5.6.4 Malaysia Machine learning as a Service Market by Application
8.3.5.7 Rest of Asia Pacific Machine learning as a Service Market
8.3.5.7.1 Rest of Asia Pacific Machine learning as a Service Market by End User
8.3.5.7.2 Rest of Asia Pacific Machine learning as a Service Market by Offering
8.3.5.7.3 Rest of Asia Pacific Machine learning as a Service Market by Organization Size
8.3.5.7.4 Rest of Asia Pacific Machine learning as a Service Market by Application
8.4 LAMEA Machine learning as a Service Market
8.4.1 LAMEA Machine learning as a Service Market by End User
8.4.1.1 LAMEA IT & Telecom Market by Country
8.4.1.2 LAMEA BFSI Market by Country
8.4.1.3 LAMEA Manufacturing Market by Country
8.4.1.4 LAMEA Retail Market by Country
8.4.1.5 LAMEA Healthcare Market by Country
8.4.1.6 LAMEA Energy & Utilities Market by Country
8.4.1.7 LAMEA Public Sector Market by Country
8.4.1.8 LAMEA Aerospace & Defense Market by Country
8.4.1.9 LAMEA Other End User Market by Country
8.4.2 LAMEA Machine learning as a Service Market by Offering
8.4.2.1 LAMEA Services Only Market by Country
8.4.2.2 LAMEA Solution (Software Tools) Market by Country
8.4.3 LAMEA Machine learning as a Service Market by Organization Size
8.4.3.1 LAMEA Large Enterprises Market by Country
8.4.3.2 LAMEA Small & Medium Enterprises Market by Country
8.4.4 LAMEA Machine learning as a Service Market by Application
8.4.4.1 LAMEA Marketing & Advertising Market by Country
8.4.4.2 LAMEA Fraud Detection & Risk Management Market by Country
8.4.4.3 LAMEA Computer vision Market by Country
8.4.4.4 LAMEA Security & Surveillance Market by Country
8.4.4.5 LAMEA Predictive analytics Market by Country
8.4.4.6 LAMEA Natural Language Processing Market by Country
8.4.4.7 LAMEA Augmented & Virtual Reality Market by Country
8.4.4.8 LAMEA Others Market by Country
8.4.5 LAMEA Machine learning as a Service Market by Country
8.4.5.1 Brazil Machine learning as a Service Market
8.4.5.1.1 Brazil Machine learning as a Service Market by End User
8.4.5.1.2 Brazil Machine learning as a Service Market by Offering
8.4.5.1.3 Brazil Machine learning as a Service Market by Organization Size
8.4.5.1.4 Brazil Machine learning as a Service Market by Application
8.4.5.2 Argentina Machine learning as a Service Market
8.4.5.2.1 Argentina Machine learning as a Service Market by End User
8.4.5.2.2 Argentina Machine learning as a Service Market by Offering
8.4.5.2.3 Argentina Machine learning as a Service Market by Organization Size
8.4.5.2.4 Argentina Machine learning as a Service Market by Application
8.4.5.3 UAE Machine learning as a Service Market
8.4.5.3.1 UAE Machine learning as a Service Market by End User
8.4.5.3.2 UAE Machine learning as a Service Market by Offering
8.4.5.3.3 UAE Machine learning as a Service Market by Organization Size
8.4.5.3.4 UAE Machine learning as a Service Market by Application
8.4.5.4 Saudi Arabia Machine learning as a Service Market
8.4.5.4.1 Saudi Arabia Machine learning as a Service Market by End User
8.4.5.4.2 Saudi Arabia Machine learning as a Service Market by Offering
8.4.5.4.3 Saudi Arabia Machine learning as a Service Market by Organization Size
8.4.5.4.4 Saudi Arabia Machine learning as a Service Market by Application
8.4.5.5 South Africa Machine learning as a Service Market
8.4.5.5.1 South Africa Machine learning as a Service Market by End User
8.4.5.5.2 South Africa Machine learning as a Service Market by Offering
8.4.5.5.3 South Africa Machine learning as a Service Market by Organization Size
8.4.5.5.4 South Africa Machine learning as a Service Market by Application
8.4.5.6 Nigeria Machine learning as a Service Market
8.4.5.6.1 Nigeria Machine learning as a Service Market by End User
8.4.5.6.2 Nigeria Machine learning as a Service Market by Offering
8.4.5.6.3 Nigeria Machine learning as a Service Market by Organization Size
8.4.5.6.4 Nigeria Machine learning as a Service Market by Application
8.4.5.7 Rest of LAMEA Machine learning as a Service Market
8.4.5.7.1 Rest of LAMEA Machine learning as a Service Market by End User
8.4.5.7.2 Rest of LAMEA Machine learning as a Service Market by Offering
8.4.5.7.3 Rest of LAMEA Machine learning as a Service Market by Organization Size
8.4.5.7.4 Rest of LAMEA Machine learning as a Service Market by Application

Chapter 9. Company Profiles
9.1 Hewlett Packard Enterprise Company
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Segmental and Regional Analysis
9.1.4 Research & Development Expense
9.1.5 Recent strategies and developments:
9.1.5.1 Product Launches and Product Expansions:
9.1.5.2 Acquisition and Mergers:
9.2 Oracle Corporation
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Segmental and Regional Analysis
9.2.4 Research & Development Expense
9.2.5 SWOT Analysis
9.3 Google LLC
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expense
9.3.5 Recent strategies and developments:
9.3.5.1 Partnerships, Collaborations, and Agreements:
9.3.5.2 Product Launches and Product Expansions:
9.4 Amazon Web Services, Inc. (Amazon.com, Inc.)
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Segmental Analysis
9.4.4 Recent strategies and developments:
9.4.4.1 Partnerships, Collaborations, and Agreements:
9.4.4.2 Product Launches and Product Expansions:
9.5 IBM Corporation
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Regional & Segmental Analysis
9.5.4 Research & Development Expenses
9.5.5 Recent strategies and developments:
9.5.5.1 Partnerships, Collaborations, and Agreements:
9.6 Microsoft Corporation
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Segmental and Regional Analysis
9.6.4 Research & Development Expenses
9.6.5 Recent strategies and developments:
9.6.5.1 Partnerships, Collaborations, and Agreements:
9.6.5.2 Product Launches and Product Expansions:
9.7 Fair Isaac Corporation (FICO)
9.7.1 Company Overview
9.7.2 Financial Analysis
9.7.3 Segmental and Regional Analysis
9.7.4 Research & Development Expenses
9.8 SAS Institute, Inc.
9.8.1 Company Overview
9.8.2 Recent strategies and developments:
9.8.2.1 Partnerships, Collaborations, and Agreements:
9.9 Yottamine Analytics, LLC
9.9.1 Company Overview
9.10. BigML
9.10.1 Company Overview

TABLE 1 Global Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 2 Global Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Machine learning as a Service Market
TABLE 4 Product Launches And Product Expansions– Machine learning as a Service Market
TABLE 5 Acquisition and Mergers– Machine learning as a Service Market
TABLE 6 Global Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 7 Global Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 8 Global IT & Telecom Market by Region, 2018 - 2021, USD Million
TABLE 9 Global IT & Telecom Market by Region, 2022 - 2028, USD Million
TABLE 10 Global BFSI Market by Region, 2018 - 2021, USD Million
TABLE 11 Global BFSI Market by Region, 2022 - 2028, USD Million
TABLE 12 Global Manufacturing Market by Region, 2018 - 2021, USD Million
TABLE 13 Global Manufacturing Market by Region, 2022 - 2028, USD Million
TABLE 14 Global Retail Market by Region, 2018 - 2021, USD Million
TABLE 15 Global Retail Market by Region, 2022 - 2028, USD Million
TABLE 16 Global Healthcare Market by Region, 2018 - 2021, USD Million
TABLE 17 Global Healthcare Market by Region, 2022 - 2028, USD Million
TABLE 18 Global Energy & Utilities Market by Region, 2018 - 2021, USD Million
TABLE 19 Global Energy & Utilities Market by Region, 2022 - 2028, USD Million
TABLE 20 Global Public Sector Market by Region, 2018 - 2021, USD Million
TABLE 21 Global Public Sector Market by Region, 2022 - 2028, USD Million
TABLE 22 Global Aerospace & Defense Market by Region, 2018 - 2021, USD Million
TABLE 23 Global Aerospace & Defense Market by Region, 2022 - 2028, USD Million
TABLE 24 Global Other End User Market by Region, 2018 - 2021, USD Million
TABLE 25 Global Other End User Market by Region, 2022 - 2028, USD Million
TABLE 26 Global Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 27 Global Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 28 Global Services Only Market by Region, 2018 - 2021, USD Million
TABLE 29 Global Services Only Market by Region, 2022 - 2028, USD Million
TABLE 30 Global Solution (Software Tools) Market by Region, 2018 - 2021, USD Million
TABLE 31 Global Solution (Software Tools) Market by Region, 2022 - 2028, USD Million
TABLE 32 Global Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 33 Global Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 34 Global Large Enterprises Market by Region, 2018 - 2021, USD Million
TABLE 35 Global Large Enterprises Market by Region, 2022 - 2028, USD Million
TABLE 36 Global Small & Medium Enterprises Market by Region, 2018 - 2021, USD Million
TABLE 37 Global Small & Medium Enterprises Market by Region, 2022 - 2028, USD Million
TABLE 38 Global Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 39 Global Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 40 Global Marketing & Advertising Market by Region, 2018 - 2021, USD Million
TABLE 41 Global Marketing & Advertising Market by Region, 2022 - 2028, USD Million
TABLE 42 Global Fraud Detection & Risk Management Market by Region, 2018 - 2021, USD Million
TABLE 43 Global Fraud Detection & Risk Management Market by Region, 2022 - 2028, USD Million
TABLE 44 Global Computer vision Market by Region, 2018 - 2021, USD Million
TABLE 45 Global Computer vision Market by Region, 2022 - 2028, USD Million
TABLE 46 Global Security & Surveillance Market by Region, 2018 - 2021, USD Million
TABLE 47 Global Security & Surveillance Market by Region, 2022 - 2028, USD Million
TABLE 48 Global Predictive analytics Market by Region, 2018 - 2021, USD Million
TABLE 49 Global Predictive analytics Market by Region, 2022 - 2028, USD Million
TABLE 50 Global Natural Language Processing Market by Region, 2018 - 2021, USD Million
TABLE 51 Global Natural Language Processing Market by Region, 2022 - 2028, USD Million
TABLE 52 Global Augmented & Virtual Reality Market by Region, 2018 - 2021, USD Million
TABLE 53 Global Augmented & Virtual Reality Market by Region, 2022 - 2028, USD Million
TABLE 54 Global Others Market by Region, 2018 - 2021, USD Million
TABLE 55 Global Others Market by Region, 2022 - 2028, USD Million
TABLE 56 Global Machine learning as a Service Market by Region, 2018 - 2021, USD Million
TABLE 57 Global Machine learning as a Service Market by Region, 2022 - 2028, USD Million
TABLE 58 North America Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 59 North America Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 60 North America Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 61 North America Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 62 North America IT & Telecom Market by Country, 2018 - 2021, USD Million
TABLE 63 North America IT & Telecom Market by Country, 2022 - 2028, USD Million
TABLE 64 North America BFSI Market by Country, 2018 - 2021, USD Million
TABLE 65 North America BFSI Market by Country, 2022 - 2028, USD Million
TABLE 66 North America Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 67 North America Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 68 North America Retail Market by Country, 2018 - 2021, USD Million
TABLE 69 North America Retail Market by Country, 2022 - 2028, USD Million
TABLE 70 North America Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 71 North America Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 72 North America Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 73 North America Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 74 North America Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 75 North America Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 76 North America Aerospace & Defense Market by Country, 2018 - 2021, USD Million
TABLE 77 North America Aerospace & Defense Market by Country, 2022 - 2028, USD Million
TABLE 78 North America Other End User Market by Country, 2018 - 2021, USD Million
TABLE 79 North America Other End User Market by Country, 2022 - 2028, USD Million
TABLE 80 North America Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 81 North America Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 82 North America Services Only Market by Country, 2018 - 2021, USD Million
TABLE 83 North America Services Only Market by Country, 2022 - 2028, USD Million
TABLE 84 North America Solution (Software Tools) Market by Country, 2018 - 2021, USD Million
TABLE 85 North America Solution (Software Tools) Market by Country, 2022 - 2028, USD Million
TABLE 86 North America Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 87 North America Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 88 North America Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 89 North America Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 90 North America Small & Medium Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 91 North America Small & Medium Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 92 North America Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 93 North America Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 94 North America Marketing & Advertising Market by Country, 2018 - 2021, USD Million
TABLE 95 North America Marketing & Advertising Market by Country, 2022 - 2028, USD Million
TABLE 96 North America Fraud Detection & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 97 North America Fraud Detection & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 98 North America Computer vision Market by Country, 2018 - 2021, USD Million
TABLE 99 North America Computer vision Market by Country, 2022 - 2028, USD Million
TABLE 100 North America Security & Surveillance Market by Country, 2018 - 2021, USD Million
TABLE 101 North America Security & Surveillance Market by Country, 2022 - 2028, USD Million
TABLE 102 North America Predictive analytics Market by Country, 2018 - 2021, USD Million
TABLE 103 North America Predictive analytics Market by Country, 2022 - 2028, USD Million
TABLE 104 North America Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 105 North America Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 106 North America Augmented & Virtual Reality Market by Country, 2018 - 2021, USD Million
TABLE 107 North America Augmented & Virtual Reality Market by Country, 2022 - 2028, USD Million
TABLE 108 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 109 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 110 North America Machine learning as a Service Market by Country, 2018 - 2021, USD Million
TABLE 111 North America Machine learning as a Service Market by Country, 2022 - 2028, USD Million
TABLE 112 US Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 113 US Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 114 US Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 115 US Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 116 US Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 117 US Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 118 US Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 119 US Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 120 US Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 121 US Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 122 Canada Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 123 Canada Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 124 Canada Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 125 Canada Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 126 Canada Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 127 Canada Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 128 Canada Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 129 Canada Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 130 Canada Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 131 Canada Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 132 Mexico Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 133 Mexico Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 134 Mexico Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 135 Mexico Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 136 Mexico Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 137 Mexico Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 138 Mexico Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 139 Mexico Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 140 Mexico Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 141 Mexico Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 142 Rest of North America Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 143 Rest of North America Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 144 Rest of North America Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 145 Rest of North America Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 146 Rest of North America Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 147 Rest of North America Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 148 Rest of North America Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 149 Rest of North America Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 150 Rest of North America Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 151 Rest of North America Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 152 Europe Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 153 Europe Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 154 Europe Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 155 Europe Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 156 Europe IT & Telecom Market by Country, 2018 - 2021, USD Million
TABLE 157 Europe IT & Telecom Market by Country, 2022 - 2028, USD Million
TABLE 158 Europe BFSI Market by Country, 2018 - 2021, USD Million
TABLE 159 Europe BFSI Market by Country, 2022 - 2028, USD Million
TABLE 160 Europe Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 161 Europe Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 162 Europe Retail Market by Country, 2018 - 2021, USD Million
TABLE 163 Europe Retail Market by Country, 2022 - 2028, USD Million
TABLE 164 Europe Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 165 Europe Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 166 Europe Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 167 Europe Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 168 Europe Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 169 Europe Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 170 Europe Aerospace & Defense Market by Country, 2018 - 2021, USD Million
TABLE 171 Europe Aerospace & Defense Market by Country, 2022 - 2028, USD Million
TABLE 172 Europe Other End User Market by Country, 2018 - 2021, USD Million
TABLE 173 Europe Other End User Market by Country, 2022 - 2028, USD Million
TABLE 174 Europe Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 175 Europe Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 176 Europe Services Only Market by Country, 2018 - 2021, USD Million
TABLE 177 Europe Services Only Market by Country, 2022 - 2028, USD Million
TABLE 178 Europe Solution (Software Tools) Market by Country, 2018 - 2021, USD Million
TABLE 179 Europe Solution (Software Tools) Market by Country, 2022 - 2028, USD Million
TABLE 180 Europe Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 181 Europe Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 182 Europe Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 183 Europe Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 184 Europe Small & Medium Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 185 Europe Small & Medium Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 186 Europe Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 187 Europe Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 188 Europe Marketing & Advertising Market by Country, 2018 - 2021, USD Million
TABLE 189 Europe Marketing & Advertising Market by Country, 2022 - 2028, USD Million
TABLE 190 Europe Fraud Detection & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 191 Europe Fraud Detection & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 192 Europe Computer vision Market by Country, 2018 - 2021, USD Million
TABLE 193 Europe Computer vision Market by Country, 2022 - 2028, USD Million
TABLE 194 Europe Security & Surveillance Market by Country, 2018 - 2021, USD Million
TABLE 195 Europe Security & Surveillance Market by Country, 2022 - 2028, USD Million
TABLE 196 Europe Predictive analytics Market by Country, 2018 - 2021, USD Million
TABLE 197 Europe Predictive analytics Market by Country, 2022 - 2028, USD Million
TABLE 198 Europe Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 199 Europe Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 200 Europe Augmented & Virtual Reality Market by Country, 2018 - 2021, USD Million
TABLE 201 Europe Augmented & Virtual Reality Market by Country, 2022 - 2028, USD Million
TABLE 202 Europe Others Market by Country, 2018 - 2021, USD Million
TABLE 203 Europe Others Market by Country, 2022 - 2028, USD Million
TABLE 204 Europe Machine learning as a Service Market by Country, 2018 - 2021, USD Million
TABLE 205 Europe Machine learning as a Service Market by Country, 2022 - 2028, USD Million
TABLE 206 Germany Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 207 Germany Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 208 Germany Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 209 Germany Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 210 Germany Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 211 Germany Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 212 Germany Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 213 Germany Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 214 Germany Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 215 Germany Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 216 UK Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 217 UK Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 218 UK Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 219 UK Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 220 UK Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 221 UK Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 222 UK Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 223 UK Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 224 UK Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 225 UK Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 226 France Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 227 France Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 228 France Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 229 France Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 230 France Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 231 France Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 232 France Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 233 France Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 234 France Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 235 France Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 236 Russia Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 237 Russia Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 238 Russia Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 239 Russia Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 240 Russia Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 241 Russia Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 242 Russia Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 243 Russia Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 244 Russia Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 245 Russia Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 246 Spain Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 247 Spain Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 248 Spain Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 249 Spain Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 250 Spain Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 251 Spain Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 252 Spain Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 253 Spain Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 254 Spain Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 255 Spain Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 256 Italy Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 257 Italy Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 258 Italy Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 259 Italy Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 260 Italy Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 261 Italy Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 262 Italy Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 263 Italy Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 264 Italy Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 265 Italy Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 266 Rest of Europe Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 267 Rest of Europe Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 268 Rest of Europe Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 269 Rest of Europe Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 270 Rest of Europe Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 271 Rest of Europe Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 272 Rest of Europe Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 273 Rest of Europe Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 274 Rest of Europe Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 275 Rest of Europe Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 276 Asia Pacific Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 277 Asia Pacific Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 278 Asia Pacific Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 279 Asia Pacific Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 280 Asia Pacific IT & Telecom Market by Country, 2018 - 2021, USD Million
TABLE 281 Asia Pacific IT & Telecom Market by Country, 2022 - 2028, USD Million
TABLE 282 Asia Pacific BFSI Market by Country, 2018 - 2021, USD Million
TABLE 283 Asia Pacific BFSI Market by Country, 2022 - 2028, USD Million
TABLE 284 Asia Pacific Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 285 Asia Pacific Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 286 Asia Pacific Retail Market by Country, 2018 - 2021, USD Million
TABLE 287 Asia Pacific Retail Market by Country, 2022 - 2028, USD Million
TABLE 288 Asia Pacific Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 289 Asia Pacific Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 290 Asia Pacific Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 291 Asia Pacific Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 292 Asia Pacific Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 293 Asia Pacific Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 294 Asia Pacific Aerospace & Defense Market by Country, 2018 - 2021, USD Million
TABLE 295 Asia Pacific Aerospace & Defense Market by Country, 2022 - 2028, USD Million
TABLE 296 Asia Pacific Other End User Market by Country, 2018 - 2021, USD Million
TABLE 297 Asia Pacific Other End User Market by Country, 2022 - 2028, USD Million
TABLE 298 Asia Pacific Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 299 Asia Pacific Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 300 Asia Pacific Services Only Market by Country, 2018 - 2021, USD Million
TABLE 301 Asia Pacific Services Only Market by Country, 2022 - 2028, USD Million
TABLE 302 Asia Pacific Solution (Software Tools) Market by Country, 2018 - 2021, USD Million
TABLE 303 Asia Pacific Solution (Software Tools) Market by Country, 2022 - 2028, USD Million
TABLE 304 Asia Pacific Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 305 Asia Pacific Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 306 Asia Pacific Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 307 Asia Pacific Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 308 Asia Pacific Small & Medium Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 309 Asia Pacific Small & Medium Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 310 Asia Pacific Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 311 Asia Pacific Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 312 Asia Pacific Marketing & Advertising Market by Country, 2018 - 2021, USD Million
TABLE 313 Asia Pacific Marketing & Advertising Market by Country, 2022 - 2028, USD Million
TABLE 314 Asia Pacific Fraud Detection & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 315 Asia Pacific Fraud Detection & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 316 Asia Pacific Computer vision Market by Country, 2018 - 2021, USD Million
TABLE 317 Asia Pacific Computer vision Market by Country, 2022 - 2028, USD Million
TABLE 318 Asia Pacific Security & Surveillance Market by Country, 2018 - 2021, USD Million
TABLE 319 Asia Pacific Security & Surveillance Market by Country, 2022 - 2028, USD Million
TABLE 320 Asia Pacific Predictive analytics Market by Country, 2018 - 2021, USD Million
TABLE 321 Asia Pacific Predictive analytics Market by Country, 2022 - 2028, USD Million
TABLE 322 Asia Pacific Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 323 Asia Pacific Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 324 Asia Pacific Augmented & Virtual Reality Market by Country, 2018 - 2021, USD Million
TABLE 325 Asia Pacific Augmented & Virtual Reality Market by Country, 2022 - 2028, USD Million
TABLE 326 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 327 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 328 Asia Pacific Machine learning as a Service Market by Country, 2018 - 2021, USD Million
TABLE 329 Asia Pacific Machine learning as a Service Market by Country, 2022 - 2028, USD Million
TABLE 330 China Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 331 China Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 332 China Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 333 China Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 334 China Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 335 China Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 336 China Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 337 China Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 338 China Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 339 China Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 340 Japan Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 341 Japan Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 342 Japan Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 343 Japan Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 344 Japan Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 345 Japan Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 346 Japan Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 347 Japan Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 348 Japan Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 349 Japan Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 350 India Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 351 India Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 352 India Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 353 India Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 354 India Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 355 India Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 356 India Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 357 India Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 358 India Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 359 India Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 360 South Korea Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 361 South Korea Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 362 South Korea Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 363 South Korea Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 364 South Korea Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 365 South Korea Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 366 South Korea Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 367 South Korea Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 368 South Korea Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 369 South Korea Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 370 Singapore Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 371 Singapore Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 372 Singapore Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 373 Singapore Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 374 Singapore Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 375 Singapore Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 376 Singapore Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 377 Singapore Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 378 Singapore Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 379 Singapore Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 380 Malaysia Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 381 Malaysia Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 382 Malaysia Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 383 Malaysia Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 384 Malaysia Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 385 Malaysia Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 386 Malaysia Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 387 Malaysia Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 388 Malaysia Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 389 Malaysia Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 390 Rest of Asia Pacific Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 391 Rest of Asia Pacific Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 392 Rest of Asia Pacific Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 393 Rest of Asia Pacific Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 394 Rest of Asia Pacific Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 395 Rest of Asia Pacific Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 396 Rest of Asia Pacific Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 397 Rest of Asia Pacific Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 398 Rest of Asia Pacific Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 399 Rest of Asia Pacific Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 400 LAMEA Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 401 LAMEA Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 402 LAMEA Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 403 LAMEA Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 404 LAMEA IT & Telecom Market by Country, 2018 - 2021, USD Million
TABLE 405 LAMEA IT & Telecom Market by Country, 2022 - 2028, USD Million
TABLE 406 LAMEA BFSI Market by Country, 2018 - 2021, USD Million
TABLE 407 LAMEA BFSI Market by Country, 2022 - 2028, USD Million
TABLE 408 LAMEA Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 409 LAMEA Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 410 LAMEA Retail Market by Country, 2018 - 2021, USD Million
TABLE 411 LAMEA Retail Market by Country, 2022 - 2028, USD Million
TABLE 412 LAMEA Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 413 LAMEA Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 414 LAMEA Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 415 LAMEA Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 416 LAMEA Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 417 LAMEA Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 418 LAMEA Aerospace & Defense Market by Country, 2018 - 2021, USD Million
TABLE 419 LAMEA Aerospace & Defense Market by Country, 2022 - 2028, USD Million
TABLE 420 LAMEA Other End User Market by Country, 2018 - 2021, USD Million
TABLE 421 LAMEA Other End User Market by Country, 2022 - 2028, USD Million
TABLE 422 LAMEA Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 423 LAMEA Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 424 LAMEA Services Only Market by Country, 2018 - 2021, USD Million
TABLE 425 LAMEA Services Only Market by Country, 2022 - 2028, USD Million
TABLE 426 LAMEA Solution (Software Tools) Market by Country, 2018 - 2021, USD Million
TABLE 427 LAMEA Solution (Software Tools) Market by Country, 2022 - 2028, USD Million
TABLE 428 LAMEA Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 429 LAMEA Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 430 LAMEA Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 431 LAMEA Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 432 LAMEA Small & Medium Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 433 LAMEA Small & Medium Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 434 LAMEA Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 435 LAMEA Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 436 LAMEA Marketing & Advertising Market by Country, 2018 - 2021, USD Million
TABLE 437 LAMEA Marketing & Advertising Market by Country, 2022 - 2028, USD Million
TABLE 438 LAMEA Fraud Detection & Risk Management Market by Country, 2018 - 2021, USD Million
TABLE 439 LAMEA Fraud Detection & Risk Management Market by Country, 2022 - 2028, USD Million
TABLE 440 LAMEA Computer vision Market by Country, 2018 - 2021, USD Million
TABLE 441 LAMEA Computer vision Market by Country, 2022 - 2028, USD Million
TABLE 442 LAMEA Security & Surveillance Market by Country, 2018 - 2021, USD Million
TABLE 443 LAMEA Security & Surveillance Market by Country, 2022 - 2028, USD Million
TABLE 444 LAMEA Predictive analytics Market by Country, 2018 - 2021, USD Million
TABLE 445 LAMEA Predictive analytics Market by Country, 2022 - 2028, USD Million
TABLE 446 LAMEA Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 447 LAMEA Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 448 LAMEA Augmented & Virtual Reality Market by Country, 2018 - 2021, USD Million
TABLE 449 LAMEA Augmented & Virtual Reality Market by Country, 2022 - 2028, USD Million
TABLE 450 LAMEA Others Market by Country, 2018 - 2021, USD Million
TABLE 451 LAMEA Others Market by Country, 2022 - 2028, USD Million
TABLE 452 LAMEA Machine learning as a Service Market by Country, 2018 - 2021, USD Million
TABLE 453 LAMEA Machine learning as a Service Market by Country, 2022 - 2028, USD Million
TABLE 454 Brazil Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 455 Brazil Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 456 Brazil Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 457 Brazil Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 458 Brazil Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 459 Brazil Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 460 Brazil Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 461 Brazil Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 462 Brazil Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 463 Brazil Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 464 Argentina Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 465 Argentina Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 466 Argentina Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 467 Argentina Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 468 Argentina Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 469 Argentina Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 470 Argentina Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 471 Argentina Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 472 Argentina Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 473 Argentina Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 474 UAE Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 475 UAE Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 476 UAE Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 477 UAE Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 478 UAE Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 479 UAE Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 480 UAE Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 481 UAE Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 482 UAE Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 483 UAE Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 484 Saudi Arabia Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 485 Saudi Arabia Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 486 Saudi Arabia Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 487 Saudi Arabia Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 488 Saudi Arabia Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 489 Saudi Arabia Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 490 Saudi Arabia Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 491 Saudi Arabia Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 492 Saudi Arabia Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 493 Saudi Arabia Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 494 South Africa Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 495 South Africa Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 496 South Africa Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 497 South Africa Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 498 South Africa Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 499 South Africa Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 500 South Africa Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 501 South Africa Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 502 South Africa Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 503 South Africa Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 504 Nigeria Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 505 Nigeria Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 506 Nigeria Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 507 Nigeria Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 508 Nigeria Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 509 Nigeria Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 510 Nigeria Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 511 Nigeria Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 512 Nigeria Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 513 Nigeria Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 514 Rest of LAMEA Machine learning as a Service Market, 2018 - 2021, USD Million
TABLE 515 Rest of LAMEA Machine learning as a Service Market, 2022 - 2028, USD Million
TABLE 516 Rest of LAMEA Machine learning as a Service Market by End User, 2018 - 2021, USD Million
TABLE 517 Rest of LAMEA Machine learning as a Service Market by End User, 2022 - 2028, USD Million
TABLE 518 Rest of LAMEA Machine learning as a Service Market by Offering, 2018 - 2021, USD Million
TABLE 519 Rest of LAMEA Machine learning as a Service Market by Offering, 2022 - 2028, USD Million
TABLE 520 Rest of LAMEA Machine learning as a Service Market by Organization Size, 2018 - 2021, USD Million
TABLE 521 Rest of LAMEA Machine learning as a Service Market by Organization Size, 2022 - 2028, USD Million
TABLE 522 Rest of LAMEA Machine learning as a Service Market by Application, 2018 - 2021, USD Million
TABLE 523 Rest of LAMEA Machine learning as a Service Market by Application, 2022 - 2028, USD Million
TABLE 524 key information – Hewlett Packard Enterprise Company
TABLE 525 Key Information – Oracle Corporation
TABLE 526 Key Information – Google LLC
TABLE 527 Key Information – AMAZON WEB SERVICES, INC.
TABLE 528 Key information – IBM Corporation
TABLE 529 key information – Microsoft Corporation
TABLE 530 Key Information – Fair Isaac Corporation
TABLE 531 Key information – SAS Institute, Inc.
TABLE 532 Key information – Yottamine Analytics, LLC
TABLE 533 Key information – BigML

List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 5 Key Strategic Move: (Product Launches and Product Expansions : 2018, Jan – 2022, may) Leading Players
FIG 6 Key Strategic Move: (Partnership, collaboration and agreement : 2019, apr – 2022, mar) Leading Players
FIG 7 Global Machine learning as a Service Market Share by End User, 2021
FIG 8 Global Machine learning as a Service Market Share by End User, 2028
FIG 9 Global Machine learning as a Service Market by End User, 2018 - 2028, USD Million
FIG 10 Global Machine learning as a Service Market Share by Offering, 2021
FIG 11 Global Machine learning as a Service Market Share by Offering, 2028
FIG 12 Global Machine learning as a Service Market by Offering, 2018 - 2028, USD Million
FIG 13 Global Machine learning as a Service Market Share by Organization Size, 2021
FIG 14 Global Machine learning as a Service Market Share by Organization Size, 2028
FIG 15 Global Machine learning as a Service Market by Organization Size, 2018 - 2028, USD Million
FIG 16 Global Machine learning as a Service Market Share by Application, 2021
FIG 17 Global Machine learning as a Service Market Share by Application, 2028
FIG 18 Global Machine learning as a Service Market by Application, 2018 - 2028, USD Million
FIG 19 Global Machine learning as a Service Market Share by Region, 2021
FIG 20 Global Machine learning as a Service Market Share by Region, 2028
FIG 21 Global Machine learning as a Service Market by Region, 2018 - 2028, USD Million
FIG 22 Recent strategies and developments: Hewlett-Packard Enterprise Company
FIG 23 SWOT analysis: Oracle Corporation
FIG 24 Recent strategies and developments: Google LLC
FIG 25 Recent strategies and developments: Amazon Web Services, Inc.
FIG 26 Recent strategies and developments: Microsoft Corporation