Machine Learning Operations Global Market Report 2024

Global Machine Learning Operations Market Report 2024

Machine Learning Operations Global Market Report 2024 – By Deployment Type (On-premise, Cloud, Other Type Of Deployment), By Organization Size (Large Enterprises, Small and Medium-sized Enterprises), By Industry Vertical (BFSI (Banking, Financial Services, and Insurance), Manufacturing, IT and Telecom, Retail and E-commerce, Energy and Utility, Healthcare, Media and Entertainment, Other Industry Verticals) – Market Size, Trends, And Global Forecast 2024-2033

Name: Machine Learning Operations Global Market Report 2024
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Machine Learning Operations Global Market Report 2024

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Machine Learning Operations Global Market Report 2024

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Machine Learning Operations Market Definition

Machine learning operations refers to a set of practices and tools that automate and manage the lifecycle of machine learning models from development and training. It is used for a multitude of tasks related to deploying, managing, and monitoring machine learning models in production environments.

The main types of deployments in machine learning operations are on-premise, cloud, and others. On-premise deployment involves installing and running software or systems within an organization's physical infrastructure or data centers, it includes different sizes of enterprises such as large enterprises, small and medium-sized enterprises, and it is used in banking, financial services, and insurance (BFSI), manufacturing, IT and telecom, retail, and e-commerce, energy and utility, healthcare, media and entertainment, and others.

Machine Learning Operations Market Segmentation

The machine learning operations market covered in this report is segmented –

1) By Deployment Type: On-premise, Cloud, Other Type Of Deployment

2) By Organization Size: Large Enterprises, Small and Medium-sized Enterprises

3) By Industry Vertical: BFSI (Banking, Financial Services, and Insurance), Manufacturing, IT and Telecom, Retail and E-commerce, Energy and Utility, Healthcare, Media and Entertainment, Other Industry Verticals

Global Machine Learning Operations Market Size 2023 to 2028: Graph

Machine Learning Operations Market Size 2024 And Growth Rate

The machine learning operations market size has grown exponentially in recent years. It will grow from $1.56 billion in 2023 to $2.16 billion in 2024 at a compound annual growth rate (CAGR) of 38.4%. The growth in the historic period can be attributed to increasing complexity of ml models, rapid evolution of edge computing, increasing adoption of federated learning, ontinuous integration of devops and mlops, surge in automl adoption.

Machine Learning Operations Market Growth Forecast

The machine learning operations market size is expected to see exponential growth in the next few years. It will grow to $7.85 billion in 2028 at a compound annual growth rate (CAGR) of 38.1%. The growth in the forecast period can be attributed to rise of cloud computing, increased adoption of machine learning in industries, development of model deployment technologies, adoption of agile development practices, increased complexity of machine learning models. Major trends in the forecast period include augmented analytics integration, democratization of machine learning, exponential growth in edge ai applications, automated hyperparameter tuning, enhanced security in mlops pipelines.

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Machine Learning Operations Market Driver: Self-Driving Car Demand Fuels Growth in the Machine Learning Operations Market

The rising demand for self-driving cars is expected to propel the growth of the machine-learning operations market going forward. Self-driving cars are automobiles equipped with advanced sensors, cameras, radar, lidar, and artificial intelligence (AI) systems that enable them to navigate, operate, and make decisions on the road without direct human intervention. Machine learning operations (MLOps) in self-driving cars involve the continuous integration, deployment, and management of machine learning models within the vehicles, enabling them to adapt and improve their driving capabilities based on real-time data from sensors and diverse driving scenarios. For instance, in December 2022, according to a report published by the Insurance Institute for Highway Safety, a US-based non-profit organization, it is projected that there will be an estimated 3.5 million autonomous vehicles on American roads by 2025, with expectations for this number to increase to 4.5 million by the year 2030. Therefore, the rising demand for self-driving cars is driving the growth of the machine-learning operations market.

Global Machine Learning Operations Market Major Players

Major companies operating in the machine learning operations market report are Amazon.com Inc., Alphabet Inc., Microsoft Corporation, International Business Machines Corporation, Hewlett Packard Enterprise, Statistical Analysis System (SAS ), Databricks Inc., Cloudera Inc., Alteryx Inc., Comet, GAVS Technologies, DataRobot Inc., Veritone, Dataiku, Parallel LLC, Neptune Labs, SparkCognition, Weights & Biases, Kensho Technologies Inc., Akira.Al, Iguazio, Domino Data Lab, Symphony Solutions, Valohai, Blaize, Neptune.ai, H2O.ai, Paperspace, OctoML

Global Machine Learning Operations Market Trend: Innovations Transforming The Machine Learning Operations Market

Major companies operating in the machine learning operations market are developing new innovative solutions, such as managed machine learning platforms, to gain a competitive edge in the market. Managed machine learning platform refers to a comprehensive and integrated software solution that assists organizations in developing, deploying, and managing machine learning (ML) models without requiring users to handle the underlying infrastructure complexities. For instance, in May 2021, Google LLC, a US-based technology company, launched Vertex AI, a managed machine learning platform. This platform simplifies the deployment and maintenance of AI models, requiring fewer lines of code for training compared to other solutions. Vertex AI integrates various Google Cloud services under a unified interface, accelerating the transition from model experimentation to production. It includes MLOps features to enhance experimentation, feature management, and model deployment. The platform is designed to be accessible to data scientists of all skill levels, offering a comprehensive solution for managing the end-to-end machine learning workflow efficiently.

Machine Learning Operations Market Merger And Acquisition: HPE Acquires Determined AI To Strengthen Machine Learning Capabilities And Expand AI and HPC Offerings

In June 2021, Hewlett Packard Enterprise, a US-based information technology company, acquired Determined.ai Inc. for an undisclosed amount. The acquisition of Determined AI by Hewlett Packard Enterprise (HPE) enhances HPE's capabilities in the machine learning domain, enabling the integration of Determined AI's powerful open-source platform into HPE's AI and high-performance computing offerings, ultimately empowering ML engineers to efficiently train models and extract faster and more accurate insights across various industries. Determined.ai Inc. is a US-based software company that provides an open-source machine learning platform.

Regional Insights For The Global Machine Learning Operations Market

North America was the largest region in the machine learning operations market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the machine learning operations market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the machine learning operations market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The machine learning operations market includes revenues earned by entities by providing services including model deployment services, integration services, data management services, cloud services and testing services. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The machine learning operations market consists of sales of central processing units (CPUs), graphics processing units (GPUs), field-programmable gate arrays (FPGAs), and tensor processing units (TPUs). Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

The machine learning operations market research report is one of a series of new reports from The Business Research Company that provides machine learning operations market statistics, including machine learning operations industry global market size, regional shares, competitors with machine learning operations market share, detailed machine learning operations market segments, market trends, and opportunities, and any further data you may need to thrive in the machine learning operations industry. This machine learning operations market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

Machine Learning Operations Market Report Forecast and Analysis

Report Attribute	Details
Market Size Value In 2024	$2.16 billion
Revenue Forecast In 2033	$7.85 billion
Growth Rate	CAGR of 38.1% from 2024 to 2033
Base Year For Estimation	2023
Actual Estimates/Historical Data	2018-2023
Forecast Period	2024 - 2028 - 2033
Market Representation	Revenue in USD Billion and CAGR from 2024 to 2033
Segments Covered	1) By Deployment Type: On-premise, Cloud, Other Type Of Deployment 2) By Organization Size: Large Enterprises, Small and Medium-sized Enterprises 3) By Industry Vertical: BFSI (Banking, Financial Services, and Insurance), Manufacturing, IT and Telecom, Retail and E-commerce, Energy and Utility, Healthcare, Media and Entertainment, Other Industry Verticals
Regional Scope	Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Country Scope	The countries covered in the report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain. Additional countries that can be covered in the report for an additional fee: Bangladesh, Thailand, Vietnam, Malaysia, Singapore, Philippines, Hong Kong, New Zealand, Mexico, Chile, Argentina, Colombia, Peru, Austria, Belgium, Denmark, Finland, Ireland, Netherlands, Norway, Portugal, Sweden, Switzerland, Czech Republic, Poland, Romania, Ukraine, Saudi Arabia, Israel, Iran, Turkey, UAE, Egypt, Nigeria, South Africa.
Key Companies Profiled	Amazon.com Inc.; Alphabet Inc.; Microsoft Corporation; International Business Machines Corporation; Hewlett Packard Enterprise; Statistical Analysis System (SAS ); Databricks Inc.; Cloudera Inc.; Alteryx Inc.; Comet; GAVS Technologies; DataRobot Inc.; Veritone; Dataiku; Parallel LLC; Neptune Labs; SparkCognition; Weights & Biases; Kensho Technologies Inc.; Akira.Al; Iguazio; Domino Data Lab; Symphony Solutions; Valohai; Blaize; Neptune.ai; H2O.ai; Paperspace; OctoML
Customization Scope	Request for Sample
Pricing And Purchase Options	Explore Purchase Options

1. Executive Summary

2. Machine Learning Operations Market Characteristics

3. Machine Learning Operations Market Trends And Strategies

4. Machine Learning Operations Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market

4.2. Ukraine-Russia War Impact On The Market

4.3. COVID-19 Impact On The Market

5. Global Machine Learning Operations Market Size and Growth

5.1. Global Machine Learning Operations Market Drivers and Restraints

5.1.1. Drivers Of The Market

5.1.2. Restraints Of The Market

5.2. Global Machine Learning Operations Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)

5.3. Global Machine Learning Operations Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Machine Learning Operations Market Segmentation

6.1. Global Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

On-premise

Cloud

Other Deployments

6.2. Global Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Large Enterprises

Small and Medium-sized Enterprises

6.3. Global Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Banking, Financial Services, and Insurance (BFSI)

Manufacturing

IT and Telecom

Retail and E-commerce

Energy and Utility

Healthcare

Media and Entertainment

Other Industry Verticals

7. Machine Learning Operations Market Regional And Country Analysis

7.1. Global Machine Learning Operations Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

7.2. Global Machine Learning Operations Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Machine Learning Operations Market

8.1. Asia-Pacific Machine Learning Operations Market Overview

Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

8.2. Asia-Pacific Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8.3. Asia-Pacific Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8.4. Asia-Pacific Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Machine Learning Operations Market

9.1. China Machine Learning Operations Market Overview

9.2. China Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

9.3. China Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

9.4. China Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Machine Learning Operations Market

10.1. India Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

10.2. India Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

10.3. India Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Machine Learning Operations Market

11.1. Japan Machine Learning Operations Market Overview

11.2. Japan Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11.3. Japan Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11.4. Japan Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Machine Learning Operations Market

12.1. Australia Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12.2. Australia Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12.3. Australia Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Machine Learning Operations Market

13.1. Indonesia Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13.2. Indonesia Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13.3. Indonesia Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Machine Learning Operations Market

14.1. South Korea Machine Learning Operations Market Overview

14.2. South Korea Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14.3. South Korea Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14.4. South Korea Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Machine Learning Operations Market

15.1. Western Europe Machine Learning Operations Market Overview

15.2. Western Europe Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15.3. Western Europe Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15.4. Western Europe Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Machine Learning Operations Market

16.1. UK Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16.2. UK Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16.3. UK Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Machine Learning Operations Market

17.1. Germany Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17.2. Germany Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17.3. Germany Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Machine Learning Operations Market

18.1. France Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18.2. France Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18.3. France Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Machine Learning Operations Market

19.1. Italy Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19.2. Italy Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19.3. Italy Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Machine Learning Operations Market

20.1. Spain Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20.2. Spain Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20.3. Spain Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Machine Learning Operations Market

21.1. Eastern Europe Machine Learning Operations Market Overview

21.2. Eastern Europe Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21.3. Eastern Europe Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21.4. Eastern Europe Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Machine Learning Operations Market

22.1. Russia Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22.2. Russia Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22.3. Russia Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Machine Learning Operations Market

23.1. North America Machine Learning Operations Market Overview

23.2. North America Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23.3. North America Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23.4. North America Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Machine Learning Operations Market

24.1. USA Machine Learning Operations Market Overview

24.2. USA Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24.3. USA Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24.4. USA Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Machine Learning Operations Market

25.1. Canada Machine Learning Operations Market Overview

25.2. Canada Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25.3. Canada Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25.4. Canada Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Machine Learning Operations Market

26.1. South America Machine Learning Operations Market Overview

26.2. South America Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26.3. South America Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26.4. South America Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Machine Learning Operations Market

27.1. Brazil Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27.2. Brazil Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27.3. Brazil Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Machine Learning Operations Market

28.1. Middle East Machine Learning Operations Market Overview

28.2. Middle East Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28.3. Middle East Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28.4. Middle East Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Machine Learning Operations Market

29.1. Africa Machine Learning Operations Market Overview

29.2. Africa Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29.3. Africa Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29.4. Africa Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Machine Learning Operations Market Competitive Landscape And Company Profiles

30.1. Machine Learning Operations Market Competitive Landscape

30.2. Machine Learning Operations Market Company Profiles

30.2.1. Amazon.com Inc.

30.2.1.1. Overview

30.2.1.2. Products and Services

30.2.1.3. Strategy

30.2.1.4. Financial Performance

30.2.2. Alphabet Inc.

30.2.2.1. Overview

30.2.2.2. Products and Services

30.2.2.3. Strategy

30.2.2.4. Financial Performance

30.2.3. Microsoft Corporation

30.2.3.1. Overview

30.2.3.2. Products and Services

30.2.3.3. Strategy

30.2.3.4. Financial Performance

30.2.4. International Business Machines Corporation

30.2.4.1. Overview

30.2.4.2. Products and Services

30.2.4.3. Strategy

30.2.4.4. Financial Performance

30.2.5. Hewlett Packard Enterprise

30.2.5.1. Overview

30.2.5.2. Products and Services

30.2.5.3. Strategy

30.2.5.4. Financial Performance

31. Machine Learning Operations Market Other Major And Innovative Companies

31.1. Statistical Analysis System (SAS )

31.2. Databricks Inc.

31.3. Cloudera Inc.

31.4. Alteryx Inc.

31.5. Comet

31.6. GAVS Technologies

31.7. DataRobot Inc.

31.8. Veritone

31.9. Dataiku

31.10. Parallel LLC

31.11. Neptune Labs

31.12. SparkCognition

31.13. Weights & Biases

31.14. Kensho Technologies Inc.

31.15. Akira.Al

32. Global Machine Learning Operations Market Competitive Benchmarking

33. Global Machine Learning Operations Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Machine Learning Operations Market

35. Machine Learning Operations Market Future Outlook and Potential Analysis

35.1 Machine Learning Operations Market In 2028 - Countries Offering Most New Opportunities

35.2 Machine Learning Operations Market In 2028 - Segments Offering Most New Opportunities

35.3 Machine Learning Operations Market In 2028 - Growth Strategies

35.3.1 Market Trend Based Strategies

35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations

36.2. Currencies

36.3. Historic And Forecast Inflation Rates

36.4. Research Inquiries

36.5. The Business Research Company

36.6. Copyright And Disclaimer

List Of Tables

Table 1: Global Historic Market Growth, 2018-2023, $ Billion

Table 2: Global Forecast Market Growth, 2023-2028F, 2033F, $ Billion

Table 3: Global Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 4: Global Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 5: Global Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 6: Global Machine Learning Operations Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 7: Global Machine Learning Operations Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 8: Asia-Pacific, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 9: Asia-Pacific, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 10: Asia-Pacific, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 11: China, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 12: China, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 13: China, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 14: India, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 15: India, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 16: India, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 17: Japan, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 18: Japan, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 19: Japan, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 20: Australia, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 21: Australia, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 22: Australia, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 23: Indonesia, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 24: Indonesia, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 25: Indonesia, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 26: South Korea, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 27: South Korea, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 28: South Korea, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 29: Western Europe, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 30: Western Europe, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 31: Western Europe, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 32: UK, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 33: UK, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 34: UK, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 35: Germany, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 36: Germany, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 37: Germany, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 38: France, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 39: France, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 40: France, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 41: Italy, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 42: Italy, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 43: Italy, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 44: Spain, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 45: Spain, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 46: Spain, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 47: Eastern Europe, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 48: Eastern Europe, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 49: Eastern Europe, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 50: Russia, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 51: Russia, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 52: Russia, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 53: North America, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 54: North America, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 55: North America, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 56: USA, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 57: USA, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 58: USA, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 59: Canada, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 60: Canada, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 61: Canada, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 62: South America, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 63: South America, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 64: South America, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 65: Brazil, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 66: Brazil, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 67: Brazil, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 68: Middle East, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 69: Middle East, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 70: Middle East, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 71: Africa, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 72: Africa, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 73: Africa, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 74: Amazon.com Inc. Financial Performance

Table 75: Alphabet Inc. Financial Performance

Table 76: Microsoft Corporation Financial Performance

Table 77: International Business Machines Corporation Financial Performance

Table 78: Hewlett Packard Enterprise Financial Performance

List Of Figures

Figure 1: Global Historic Market Growth, 2018-2023, $ Billion

Figure 2: Global Forecast Market Growth, 2023-2028F, 2033F, $ Billion

Figure 3: Global Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 4: Global Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 5: Global Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 6: Global Machine Learning Operations Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 7: Global Machine Learning Operations Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 8: Asia-Pacific, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 9: Asia-Pacific, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 10: Asia-Pacific, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 11: China, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 12: China, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 13: China, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 14: India, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 15: India, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 16: India, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 17: Japan, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 18: Japan, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 19: Japan, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 20: Australia, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 21: Australia, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 22: Australia, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 23: Indonesia, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 24: Indonesia, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 25: Indonesia, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 26: South Korea, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 27: South Korea, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 28: South Korea, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 29: Western Europe, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 30: Western Europe, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 31: Western Europe, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 32: UK, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 33: UK, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 34: UK, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 35: Germany, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 36: Germany, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 37: Germany, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 38: France, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 39: France, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 40: France, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 41: Italy, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 42: Italy, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 43: Italy, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 44: Spain, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 45: Spain, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 46: Spain, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 47: Eastern Europe, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 48: Eastern Europe, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 49: Eastern Europe, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 50: Russia, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 51: Russia, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 52: Russia, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 53: North America, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 54: North America, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 55: North America, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 56: USA, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 57: USA, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 58: USA, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 59: Canada, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 60: Canada, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 61: Canada, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 62: South America, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 63: South America, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 64: South America, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 65: Brazil, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 66: Brazil, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 67: Brazil, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 68: Middle East, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 69: Middle East, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 70: Middle East, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 71: Africa, Machine Learning Operations Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 72: Africa, Machine Learning Operations Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 73: Africa, Machine Learning Operations Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 74: Amazon.com Inc. Financial Performance

Figure 75: Alphabet Inc. Financial Performance

Figure 76: Microsoft Corporation Financial Performance

Figure 77: International Business Machines Corporation Financial Performance

Figure 78: Hewlett Packard Enterprise Financial Performance

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Frequently Asked Questions

What is the definition of the machine learning operations market?

How will the machine learning operations market drivers and restraints affect the machine learning operations market dynamics? What forces will shape the machine learning operations industry going forward?

The machine learning operations market major growth driver - self-driving car demand fuels growth in the machine learning operations market. For further insights on the machine learning operations market, request a sample here

What is the forecast market size or the forecast market value of the machine learning operations market ?

The machine learning operations market size has grown exponentially in recent years. It will grow from $1.56 billion in 2023 to $2.16 billion in 2024 at a compound annual growth rate (CAGR) of 38.4%. The growth in the historic period can be attributed to increasing complexity of ml models, rapid evolution of edge computing, increasing adoption of federated learning, ontinuous integration of devops and mlops, surge in automl adoption. The machine learning operations market size is expected to see exponential growth in the next few years. It will grow to $7.85 billion in 2028 at a compound annual growth rate (CAGR) of 38.1%. The growth in the forecast period can be attributed to rise of cloud computing, increased adoption of machine learning in industries, development of model deployment technologies, adoption of agile development practices, increased complexity of machine learning models. Major trends in the forecast period include augmented analytics integration, democratization of machine learning, exponential growth in edge ai applications, automated hyperparameter tuning, enhanced security in mlops pipelines. For further insights on the machine learning operations market, request a sample here

How is the machine learning operations market segmented?

The machine learning operations market is segmented
1) By Deployment Type: On-premise, Cloud, Other Type Of Deployment
2) By Organization Size: Large Enterprises, Small and Medium-sized Enterprises
3) By Industry Vertical: BFSI (Banking, Financial Services, and Insurance), Manufacturing, IT and Telecom, Retail and E-commerce, Energy and Utility, Healthcare, Media and Entertainment, Other Industry VerticalsFor further insights on the machine learning operations market, request a sample here

Which region has the largest share of the machine learning operations market? What are the other regions covered in the report?

North America was the largest region in the machine learning operations market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the machine learning operations market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. For further insights on the machine learning operations market, request a sample here.

Who are the major players in the machine learning operations market?

Major companies operating in the machine learning operations market report are Amazon.com Inc., Alphabet Inc., Microsoft Corporation, International Business Machines Corporation, Hewlett Packard Enterprise, Statistical Analysis System (SAS ), Databricks Inc., Cloudera Inc., Alteryx Inc., Comet, GAVS Technologies, DataRobot Inc., Veritone, Dataiku, Parallel LLC , Neptune Labs, SparkCognition, Weights & Biases, Kensho Technologies Inc., Akira.Al, Iguazio, Domino Data Lab, Symphony Solutions, Valohai, Blaize, Neptune.ai, H2O.ai, Paperspace, OctoML For further insights on the machine learning operations market, request a sample here.

What are the key trends in the machine learning operations market?

Major trend in the machine learning operations market - innovations transforming the machine learning operations market. For further insights on the machine learning operations market, request a sample here.

What are the major opportunities in the machine learning operations market? What are the strategies for the machine learning operations market?

For detailed insights on the major opportunities and strategies in the machine learning operations market, request a sample here.

How does the machine learning operations market relate to the overall economy and other similar markets?

For detailed insights on machine learning operations market's relation to the overall economy and other similar markets, request a sample here.

What are the latest mergers and acquisitions in the machine learning operations industry?

For detailed insights on the mergers and acquisitions in the machine learning operations industry, request a sample here.

What are the key dynamics influencing the machine learning operations market growth? SWOT analysis of the machine learning operations market.

For detailed insights on the key dynamics influencing the machine learning operations market growth and SWOT analysis of the machine learning operations industry, request a sample here.