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Machine Learning Software Market Size, Share 2022
Machine learning (ML) is a category of algorithm that allows software applications to become more accurate in predicting outcomes without being explicitly programmed.
This report contains market size and forecasts of Machine Learning Software in Global, including the following market information:
The global Machine Learning Software market was valued at 4113.4 million in 2021 and is projected to reach US$ 28970 million by 2028, at a CAGR of 32.2% during the forecast period.
- The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
- On-Premises Segment to Reach $ Million by 2028, with a % CAGR in next six years.
- The global key manufacturers of Machine Learning Software include Microsoft, Google, TensorFlow, Kount, Warwick Analytics, Valohai, Torch, Apache SINGA and AWS, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
- We surveyed the Machine Learning Software companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Machine Learning Software Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Software Market Segment Percentages, by Type, 2021 (%)
Global Machine Learning Software Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Software Market Segment Percentages, by Application, 2021 (%)
Global Machine Learning Software Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Machine Learning Software Market Segment Percentages, By Region and Country, 2021 (%)
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- France
- U.K.
- Italy
- Russia
- Nordic Countries
- Benelux
- Rest of Europe
- Asia
- China
- Japan
- South Korea
- Southeast Asia
- India
- Rest of Asia
- South America
- Brazil
- Argentina
- Rest of South America
- Middle East & Africa
- Turkey
- Israel
- Saudi Arabia
- UAE
- Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
- Key companies Machine Learning Software revenues in global market, 2017-2022 (estimated), ($ millions)
- Key companies Machine Learning Software revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
- Microsoft
- Google
- TensorFlow
- Kount
- Warwick Analytics
- Valohai
- Torch
- Apache SINGA
- AWS
- BigML
- Figure Eight
- Floyd Labs
| Report Attributes |
Report Details |
| Report Title |
Machine Learning Software Market, Global Outlook and Forecast 2022-2028 |
| Historical Year |
2018 to 2022 (Data from 2010 can be provided as per availability) |
| Base Year |
2021 |
| Forecast Year |
2029 |
| Number of Pages |
69 Pages |
| Customization Available |
Yes, the report can be customized as per your need. |
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Machine Learning Software Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Machine Learning Software Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Machine Learning Software Overall Market Size
2.1 Global Machine Learning Software Market Size: 2021 VS 2028
2.2 Global Machine Learning Software Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Machine Learning Software Players in Global Market
3.2 Top Global Machine Learning Software Companies Ranked by Revenue
3.3 Global Machine Learning Software Revenue by Companies
3.4 Top 3 and Top 5 Machine Learning Software Companies in Global Market, by Revenue in 2021
3.5 Global Companies Machine Learning Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Machine Learning Software Players in Global Market
3.6.1 List of Global Tier 1 Machine Learning Software Companies
3.6.2 List of Global Tier 2 and Tier 3 Machine Learning Software Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Machine Learning Software Market Size Markets, 2021 & 2028
4.1.2 On-Premises
4.1.3 Cloud Based
4.2 By Type - Global Machine Learning Software Revenue & Forecasts
4.2.1 By Type - Global Machine Learning Software Revenue, 2017-2022
4.2.2 By Type - Global Machine Learning Software Revenue, 2023-2028
4.2.3 By Type - Global Machine Learning Software Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Machine Learning Software Market Size, 2021 & 2028
5.1.2 Large Enterprised
5.1.3 SMEs
5.2 By Application - Global Machine Learning Software Revenue & Forecasts
5.2.1 By Application - Global Machine Learning Software Revenue, 2017-2022
5.2.2 By Application - Global Machine Learning Software Revenue, 2023-2028
5.2.3 By Application - Global Machine Learning Software Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Machine Learning Software Market Size, 2021 & 2028
6.2 By Region - Global Machine Learning Software Revenue & Forecasts
6.2.1 By Region - Global Machine Learning Software Revenue, 2017-2022
6.2.2 By Region - Global Machine Learning Software Revenue, 2023-2028
6.2.3 By Region - Global Machine Learning Software Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Machine Learning Software Revenue, 2017-2028
6.3.2 US Machine Learning Software Market Size, 2017-2028
6.3.3 Canada Machine Learning Software Market Size, 2017-2028
6.3.4 Mexico Machine Learning Software Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Machine Learning Software Revenue, 2017-2028
6.4.2 Germany Machine Learning Software Market Size, 2017-2028
6.4.3 France Machine Learning Software Market Size, 2017-2028
6.4.4 U.K. Machine Learning Software Market Size, 2017-2028
6.4.5 Italy Machine Learning Software Market Size, 2017-2028
6.4.6 Russia Machine Learning Software Market Size, 2017-2028
6.4.7 Nordic Countries Machine Learning Software Market Size, 2017-2028
6.4.8 Benelux Machine Learning Software Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Machine Learning Software Revenue, 2017-2028
6.5.2 China Machine Learning Software Market Size, 2017-2028
6.5.3 Japan Machine Learning Software Market Size, 2017-2028
6.5.4 South Korea Machine Learning Software Market Size, 2017-2028
6.5.5 Southeast Asia Machine Learning Software Market Size, 2017-2028
6.5.6 India Machine Learning Software Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Machine Learning Software Revenue, 2017-2028
6.6.2 Brazil Machine Learning Software Market Size, 2017-2028
6.6.3 Argentina Machine Learning Software Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Machine Learning Software Revenue, 2017-2028
6.7.2 Turkey Machine Learning Software Market Size, 2017-2028
6.7.3 Israel Machine Learning Software Market Size, 2017-2028
6.7.4 Saudi Arabia Machine Learning Software Market Size, 2017-2028
6.7.5 UAE Machine Learning Software Market Size, 2017-2028
7 Players Profiles
7.1 Microsoft
7.1.1 Microsoft Corporate Summary
7.1.2 Microsoft Business Overview
7.1.3 Microsoft Machine Learning Software Major Product Offerings
7.1.4 Microsoft Machine Learning Software Revenue in Global Market (2017-2022)
7.1.5 Microsoft Key News
7.2 Google
7.2.1 Google Corporate Summary
7.2.2 Google Business Overview
7.2.3 Google Machine Learning Software Major Product Offerings
7.2.4 Google Machine Learning Software Revenue in Global Market (2017-2022)
7.2.5 Google Key News
7.3 TensorFlow
7.3.1 TensorFlow Corporate Summary
7.3.2 TensorFlow Business Overview
7.3.3 TensorFlow Machine Learning Software Major Product Offerings
7.3.4 TensorFlow Machine Learning Software Revenue in Global Market (2017-2022)
7.3.5 TensorFlow Key News
7.4 Kount
7.4.1 Kount Corporate Summary
7.4.2 Kount Business Overview
7.4.3 Kount Machine Learning Software Major Product Offerings
7.4.4 Kount Machine Learning Software Revenue in Global Market (2017-2022)
7.4.5 Kount Key News
7.5 Warwick Analytics
7.5.1 Warwick Analytics Corporate Summary
7.5.2 Warwick Analytics Business Overview
7.5.3 Warwick Analytics Machine Learning Software Major Product Offerings
7.5.4 Warwick Analytics Machine Learning Software Revenue in Global Market (2017-2022)
7.5.5 Warwick Analytics Key News
7.6 Valohai
7.6.1 Valohai Corporate Summary
7.6.2 Valohai Business Overview
7.6.3 Valohai Machine Learning Software Major Product Offerings
7.6.4 Valohai Machine Learning Software Revenue in Global Market (2017-2022)
7.6.5 Valohai Key News
7.7 Torch
7.7.1 Torch Corporate Summary
7.7.2 Torch Business Overview
7.7.3 Torch Machine Learning Software Major Product Offerings
7.7.4 Torch Machine Learning Software Revenue in Global Market (2017-2022)
7.7.5 Torch Key News
7.8 Apache SINGA
7.8.1 Apache SINGA Corporate Summary
7.8.2 Apache SINGA Business Overview
7.8.3 Apache SINGA Machine Learning Software Major Product Offerings
7.8.4 Apache SINGA Machine Learning Software Revenue in Global Market (2017-2022)
7.8.5 Apache SINGA Key News
7.9 AWS
7.9.1 AWS Corporate Summary
7.9.2 AWS Business Overview
7.9.3 AWS Machine Learning Software Major Product Offerings
7.9.4 AWS Machine Learning Software Revenue in Global Market (2017-2022)
7.9.5 AWS Key News
7.10 BigML
7.10.1 BigML Corporate Summary
7.10.2 BigML Business Overview
7.10.3 BigML Machine Learning Software Major Product Offerings
7.10.4 BigML Machine Learning Software Revenue in Global Market (2017-2022)
7.10.5 BigML Key News
7.11 Figure Eight
7.11.1 Figure Eight Corporate Summary
7.11.2 Figure Eight Business Overview
7.11.3 Figure Eight Machine Learning Software Major Product Offerings
7.11.4 Figure Eight Machine Learning Software Revenue in Global Market (2017-2022)
7.11.5 Figure Eight Key News
7.12 Floyd Labs
7.12.1 Floyd Labs Corporate Summary
7.12.2 Floyd Labs Business Overview
7.12.3 Floyd Labs Machine Learning Software Major Product Offerings
7.12.4 Floyd Labs Machine Learning Software Revenue in Global Market (2017-2022)
7.12.5 Floyd Labs Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Machine Learning Software Market Opportunities & Trends in Global Market
Table 2. Machine Learning Software Market Drivers in Global Market
Table 3. Machine Learning Software Market Restraints in Global Market
Table 4. Key Players of Machine Learning Software in Global Market
Table 5. Top Machine Learning Software Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Machine Learning Software Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Machine Learning Software Revenue Share by Companies, 2017-2022
Table 8. Global Companies Machine Learning Software Product Type
Table 9. List of Global Tier 1 Machine Learning Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type ? Global Machine Learning Software Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Machine Learning Software Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Machine Learning Software Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application ? Global Machine Learning Software Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Machine Learning Software Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Machine Learning Software Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region ? Global Machine Learning Software Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Machine Learning Software Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Machine Learning Software Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Machine Learning Software Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Machine Learning Software Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Machine Learning Software Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Machine Learning Software Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Machine Learning Software Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Machine Learning Software Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Machine Learning Software Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Machine Learning Software Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Machine Learning Software Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Machine Learning Software Revenue, (US$, Mn), 2023-2028
Table 30. Microsoft Corporate Summary
Table 31. Microsoft Machine Learning Software Product Offerings
Table 32. Microsoft Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 33. Google Corporate Summary
Table 34. Google Machine Learning Software Product Offerings
Table 35. Google Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 36. TensorFlow Corporate Summary
Table 37. TensorFlow Machine Learning Software Product Offerings
Table 38. TensorFlow Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 39. Kount Corporate Summary
Table 40. Kount Machine Learning Software Product Offerings
Table 41. Kount Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 42. Warwick Analytics Corporate Summary
Table 43. Warwick Analytics Machine Learning Software Product Offerings
Table 44. Warwick Analytics Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 45. Valohai Corporate Summary
Table 46. Valohai Machine Learning Software Product Offerings
Table 47. Valohai Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 48. Torch Corporate Summary
Table 49. Torch Machine Learning Software Product Offerings
Table 50. Torch Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 51. Apache SINGA Corporate Summary
Table 52. Apache SINGA Machine Learning Software Product Offerings
Table 53. Apache SINGA Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 54. AWS Corporate Summary
Table 55. AWS Machine Learning Software Product Offerings
Table 56. AWS Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 57. BigML Corporate Summary
Table 58. BigML Machine Learning Software Product Offerings
Table 59. BigML Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 60. Figure Eight Corporate Summary
Table 61. Figure Eight Machine Learning Software Product Offerings
Table 62. Figure Eight Machine Learning Software Revenue (US$, Mn), (2017-2022)
Table 63. Floyd Labs Corporate Summary
Table 64. Floyd Labs Machine Learning Software Product Offerings
Table 65. Floyd Labs Machine Learning Software Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Machine Learning Software Segment by Type in 2021
Figure 2. Machine Learning Software Segment by Application in 2021
Figure 3. Global Machine Learning Software Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Machine Learning Software Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Machine Learning Software Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning Software Revenue in 2021
Figure 8. By Type - Global Machine Learning Software Revenue Market Share, 2017-2028
Figure 9. By Application - Global Machine Learning Software Revenue Market Share, 2017-2028
Figure 10. By Region - Global Machine Learning Software Revenue Market Share, 2017-2028
Figure 11. By Country - North America Machine Learning Software Revenue Market Share, 2017-2028
Figure 12. US Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Machine Learning Software Revenue Market Share, 2017-2028
Figure 16. Germany Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 17. France Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Machine Learning Software Revenue Market Share, 2017-2028
Figure 24. China Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 28. India Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Machine Learning Software Revenue Market Share, 2017-2028
Figure 30. Brazil Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Machine Learning Software Revenue Market Share, 2017-2028
Figure 33. Turkey Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Machine Learning Software Revenue, (US$, Mn), 2017-2028
Figure 37. Microsoft Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Google Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. TensorFlow Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Kount Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Warwick Analytics Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Valohai Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Torch Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Apache SINGA Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. AWS Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. BigML Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Figure Eight Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Floyd Labs Machine Learning Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
