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Machine Learning Tools Market Size, Share 2022
Machine learning tools are algorithmic applications of artificial intelligence that give systems the ability to learn and improve without ample human input; similar concepts are data mining and predictive modeling. They allow software to become more accurate in predicting outcomes without being explicitly programmed. The idea is that a model or algorithm is used to get data from the world, and that data is fed back into the model so that it improves over time. Its calledmachine learningbecause the model learns as it is fed more and more data.
This report contains market size and forecasts of Machine Learning Tools in Global, including the following market information:
The global Machine Learning Tools market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period 2022-2028.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
On-Premise Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Machine Learning Tools include Microsoft, IBM, Google, RStudio, Amazon, Oracle, Meta Platforms, Kira and Databricks, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
We has surveyed the Machine Learning Tools 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 Tools Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Tools Market Segment Percentages, by Type, 2021 (%)
Global Machine Learning Tools Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Tools Market Segment Percentages, by Application, 2021 (%)
- Manufacturing
- Retail
- Agriculture
- Healthcare
Global Machine Learning Tools Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Machine Learning Tools 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 Tools revenues in global market, 2017-2022 (estimated), ($ millions)
- Key companies Machine Learning Tools revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
- Microsoft
- IBM
- Google
- RStudio
- Amazon
- Oracle
- Meta Platforms
- Kira
- Databricks
- DataRobot
- OpenText
- Scikit-learn
- Catalyst
- XGBoost
- LightGBM
| Report Attributes |
Report Details |
| Report Title |
Machine Learning Tools 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 |
104 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 Tools Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Machine Learning Tools 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 Tools Overall Market Size
2.1 Global Machine Learning Tools Market Size: 2021 VS 2028
2.2 Global Machine Learning Tools 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 Tools Players in Global Market
3.2 Top Global Machine Learning Tools Companies Ranked by Revenue
3.3 Global Machine Learning Tools Revenue by Companies
3.4 Top 3 and Top 5 Machine Learning Tools Companies in Global Market, by Revenue in 2021
3.5 Global Companies Machine Learning Tools Product Type
3.6 Tier 1, Tier 2 and Tier 3 Machine Learning Tools Players in Global Market
3.6.1 List of Global Tier 1 Machine Learning Tools Companies
3.6.2 List of Global Tier 2 and Tier 3 Machine Learning Tools Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Machine Learning Tools Market Size Markets, 2021 & 2028
4.1.2 On-Premise
4.1.3 Cloud-Based
4.2 By Type - Global Machine Learning Tools Revenue & Forecasts
4.2.1 By Type - Global Machine Learning Tools Revenue, 2017-2022
4.2.2 By Type - Global Machine Learning Tools Revenue, 2023-2028
4.2.3 By Type - Global Machine Learning Tools Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Machine Learning Tools Market Size, 2021 & 2028
5.1.2 Manufacturing
5.1.3 Retail
5.1.4 Agriculture
5.1.5 Healthcare
5.2 By Application - Global Machine Learning Tools Revenue & Forecasts
5.2.1 By Application - Global Machine Learning Tools Revenue, 2017-2022
5.2.2 By Application - Global Machine Learning Tools Revenue, 2023-2028
5.2.3 By Application - Global Machine Learning Tools Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Machine Learning Tools Market Size, 2021 & 2028
6.2 By Region - Global Machine Learning Tools Revenue & Forecasts
6.2.1 By Region - Global Machine Learning Tools Revenue, 2017-2022
6.2.2 By Region - Global Machine Learning Tools Revenue, 2023-2028
6.2.3 By Region - Global Machine Learning Tools Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Machine Learning Tools Revenue, 2017-2028
6.3.2 US Machine Learning Tools Market Size, 2017-2028
6.3.3 Canada Machine Learning Tools Market Size, 2017-2028
6.3.4 Mexico Machine Learning Tools Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Machine Learning Tools Revenue, 2017-2028
6.4.2 Germany Machine Learning Tools Market Size, 2017-2028
6.4.3 France Machine Learning Tools Market Size, 2017-2028
6.4.4 U.K. Machine Learning Tools Market Size, 2017-2028
6.4.5 Italy Machine Learning Tools Market Size, 2017-2028
6.4.6 Russia Machine Learning Tools Market Size, 2017-2028
6.4.7 Nordic Countries Machine Learning Tools Market Size, 2017-2028
6.4.8 Benelux Machine Learning Tools Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Machine Learning Tools Revenue, 2017-2028
6.5.2 China Machine Learning Tools Market Size, 2017-2028
6.5.3 Japan Machine Learning Tools Market Size, 2017-2028
6.5.4 South Korea Machine Learning Tools Market Size, 2017-2028
6.5.5 Southeast Asia Machine Learning Tools Market Size, 2017-2028
6.5.6 India Machine Learning Tools Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Machine Learning Tools Revenue, 2017-2028
6.6.2 Brazil Machine Learning Tools Market Size, 2017-2028
6.6.3 Argentina Machine Learning Tools Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Machine Learning Tools Revenue, 2017-2028
6.7.2 Turkey Machine Learning Tools Market Size, 2017-2028
6.7.3 Israel Machine Learning Tools Market Size, 2017-2028
6.7.4 Saudi Arabia Machine Learning Tools Market Size, 2017-2028
6.7.5 UAE Machine Learning Tools 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 Tools Major Product Offerings
7.1.4 Microsoft Machine Learning Tools Revenue in Global Market (2017-2022)
7.1.5 Microsoft Key News
7.2 IBM
7.2.1 IBM Corporate Summary
7.2.2 IBM Business Overview
7.2.3 IBM Machine Learning Tools Major Product Offerings
7.2.4 IBM Machine Learning Tools Revenue in Global Market (2017-2022)
7.2.5 IBM Key News
7.3 Google
7.3.1 Google Corporate Summary
7.3.2 Google Business Overview
7.3.3 Google Machine Learning Tools Major Product Offerings
7.3.4 Google Machine Learning Tools Revenue in Global Market (2017-2022)
7.3.5 Google Key News
7.4 RStudio
7.4.1 RStudio Corporate Summary
7.4.2 RStudio Business Overview
7.4.3 RStudio Machine Learning Tools Major Product Offerings
7.4.4 RStudio Machine Learning Tools Revenue in Global Market (2017-2022)
7.4.5 RStudio Key News
7.5 Amazon
7.5.1 Amazon Corporate Summary
7.5.2 Amazon Business Overview
7.5.3 Amazon Machine Learning Tools Major Product Offerings
7.5.4 Amazon Machine Learning Tools Revenue in Global Market (2017-2022)
7.5.5 Amazon Key News
7.6 Oracle
7.6.1 Oracle Corporate Summary
7.6.2 Oracle Business Overview
7.6.3 Oracle Machine Learning Tools Major Product Offerings
7.6.4 Oracle Machine Learning Tools Revenue in Global Market (2017-2022)
7.6.5 Oracle Key News
7.7 Meta Platforms
7.7.1 Meta Platforms Corporate Summary
7.7.2 Meta Platforms Business Overview
7.7.3 Meta Platforms Machine Learning Tools Major Product Offerings
7.7.4 Meta Platforms Machine Learning Tools Revenue in Global Market (2017-2022)
7.7.5 Meta Platforms Key News
7.8 Kira
7.8.1 Kira Corporate Summary
7.8.2 Kira Business Overview
7.8.3 Kira Machine Learning Tools Major Product Offerings
7.8.4 Kira Machine Learning Tools Revenue in Global Market (2017-2022)
7.8.5 Kira Key News
7.9 Databricks
7.9.1 Databricks Corporate Summary
7.9.2 Databricks Business Overview
7.9.3 Databricks Machine Learning Tools Major Product Offerings
7.9.4 Databricks Machine Learning Tools Revenue in Global Market (2017-2022)
7.9.5 Databricks Key News
7.10 DataRobot
7.10.1 DataRobot Corporate Summary
7.10.2 DataRobot Business Overview
7.10.3 DataRobot Machine Learning Tools Major Product Offerings
7.10.4 DataRobot Machine Learning Tools Revenue in Global Market (2017-2022)
7.10.5 DataRobot Key News
7.11 OpenText
7.11.1 OpenText Corporate Summary
7.11.2 OpenText Business Overview
7.11.3 OpenText Machine Learning Tools Major Product Offerings
7.11.4 OpenText Machine Learning Tools Revenue in Global Market (2017-2022)
7.11.5 OpenText Key News
7.12 Scikit-learn
7.12.1 Scikit-learn Corporate Summary
7.12.2 Scikit-learn Business Overview
7.12.3 Scikit-learn Machine Learning Tools Major Product Offerings
7.12.4 Scikit-learn Machine Learning Tools Revenue in Global Market (2017-2022)
7.12.5 Scikit-learn Key News
7.13 Catalyst
7.13.1 Catalyst Corporate Summary
7.13.2 Catalyst Business Overview
7.13.3 Catalyst Machine Learning Tools Major Product Offerings
7.13.4 Catalyst Machine Learning Tools Revenue in Global Market (2017-2022)
7.13.5 Catalyst Key News
7.14 XGBoost
7.14.1 XGBoost Corporate Summary
7.14.2 XGBoost Business Overview
7.14.3 XGBoost Machine Learning Tools Major Product Offerings
7.14.4 XGBoost Machine Learning Tools Revenue in Global Market (2017-2022)
7.14.5 XGBoost Key News
7.15 LightGBM
7.15.1 LightGBM Corporate Summary
7.15.2 LightGBM Business Overview
7.15.3 LightGBM Machine Learning Tools Major Product Offerings
7.15.4 LightGBM Machine Learning Tools Revenue in Global Market (2017-2022)
7.15.5 LightGBM 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 Tools Market Opportunities & Trends in Global Market
Table 2. Machine Learning Tools Market Drivers in Global Market
Table 3. Machine Learning Tools Market Restraints in Global Market
Table 4. Key Players of Machine Learning Tools in Global Market
Table 5. Top Machine Learning Tools Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Machine Learning Tools Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Machine Learning Tools Revenue Share by Companies, 2017-2022
Table 8. Global Companies Machine Learning Tools Product Type
Table 9. List of Global Tier 1 Machine Learning Tools Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning Tools Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type ? Global Machine Learning Tools Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Machine Learning Tools Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Machine Learning Tools Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application ? Global Machine Learning Tools Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Machine Learning Tools Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Machine Learning Tools Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region ? Global Machine Learning Tools Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Machine Learning Tools Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Machine Learning Tools Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Machine Learning Tools Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Machine Learning Tools Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Machine Learning Tools Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Machine Learning Tools Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Machine Learning Tools Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Machine Learning Tools Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Machine Learning Tools Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Machine Learning Tools Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Machine Learning Tools Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Machine Learning Tools Revenue, (US$, Mn), 2023-2028
Table 30. Microsoft Corporate Summary
Table 31. Microsoft Machine Learning Tools Product Offerings
Table 32. Microsoft Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 33. IBM Corporate Summary
Table 34. IBM Machine Learning Tools Product Offerings
Table 35. IBM Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 36. Google Corporate Summary
Table 37. Google Machine Learning Tools Product Offerings
Table 38. Google Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 39. RStudio Corporate Summary
Table 40. RStudio Machine Learning Tools Product Offerings
Table 41. RStudio Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 42. Amazon Corporate Summary
Table 43. Amazon Machine Learning Tools Product Offerings
Table 44. Amazon Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 45. Oracle Corporate Summary
Table 46. Oracle Machine Learning Tools Product Offerings
Table 47. Oracle Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 48. Meta Platforms Corporate Summary
Table 49. Meta Platforms Machine Learning Tools Product Offerings
Table 50. Meta Platforms Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 51. Kira Corporate Summary
Table 52. Kira Machine Learning Tools Product Offerings
Table 53. Kira Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 54. Databricks Corporate Summary
Table 55. Databricks Machine Learning Tools Product Offerings
Table 56. Databricks Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 57. DataRobot Corporate Summary
Table 58. DataRobot Machine Learning Tools Product Offerings
Table 59. DataRobot Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 60. OpenText Corporate Summary
Table 61. OpenText Machine Learning Tools Product Offerings
Table 62. OpenText Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 63. Scikit-learn Corporate Summary
Table 64. Scikit-learn Machine Learning Tools Product Offerings
Table 65. Scikit-learn Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 66. Catalyst Corporate Summary
Table 67. Catalyst Machine Learning Tools Product Offerings
Table 68. Catalyst Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 69. XGBoost Corporate Summary
Table 70. XGBoost Machine Learning Tools Product Offerings
Table 71. XGBoost Machine Learning Tools Revenue (US$, Mn), (2017-2022)
Table 72. LightGBM Corporate Summary
Table 73. LightGBM Machine Learning Tools Product Offerings
Table 74. LightGBM Machine Learning Tools Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Machine Learning Tools Segment by Type in 2021
Figure 2. Machine Learning Tools Segment by Application in 2021
Figure 3. Global Machine Learning Tools Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Machine Learning Tools Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Machine Learning Tools Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning Tools Revenue in 2021
Figure 8. By Type - Global Machine Learning Tools Revenue Market Share, 2017-2028
Figure 9. By Application - Global Machine Learning Tools Revenue Market Share, 2017-2028
Figure 10. By Region - Global Machine Learning Tools Revenue Market Share, 2017-2028
Figure 11. By Country - North America Machine Learning Tools Revenue Market Share, 2017-2028
Figure 12. US Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Machine Learning Tools Revenue Market Share, 2017-2028
Figure 16. Germany Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 17. France Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Machine Learning Tools Revenue Market Share, 2017-2028
Figure 24. China Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 28. India Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Machine Learning Tools Revenue Market Share, 2017-2028
Figure 30. Brazil Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Machine Learning Tools Revenue Market Share, 2017-2028
Figure 33. Turkey Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Machine Learning Tools Revenue, (US$, Mn), 2017-2028
Figure 37. Microsoft Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. IBM Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Google Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. RStudio Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Amazon Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Oracle Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Meta Platforms Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Kira Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. Databricks Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. DataRobot Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. OpenText Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Scikit-learn Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Catalyst Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 50. XGBoost Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 51. LightGBM Machine Learning Tools Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
