Global and United States Machine Learning Tools Market Report & Forecast 2022-2028

• Description
• Table of Contents
• Table of Figures
• PDF Download

• Description
• Table of Contents
• Table of Figures
• PDF Download

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. It’s called machine learning because the model “learns” as it is fed more and more data.

Market Analysis and Insights: Global and United States Machine Learning Tools Market

This report focuses on global and United States Machine Learning Tools market, also covers the segmentation data of other regions in regional level and county level.

Due to the COVID-19 pandemic, the global Machine Learning Tools market size is estimated to be worth US$  million in 2022 and is forecast to a readjusted size of US$  million by 2028 with a CAGR of % during the forecast period 2022-2028. Fully considering the economic change by this health crisis, by Type, On-Premise accounting for % of the Machine Learning Tools global market in 2021, is projected to value US$  million by 2028, growing at a revised % CAGR from 2022 to 2028. While by Application, Manufacturing was the leading segment, accounting for over  percent market share in 2021, and altered to an  % CAGR throughout this forecast period.

In United States the Machine Learning Tools market size is expected to grow from US$  million in 2021 to US$  million by 2028, at a CAGR of % during the forecast period 2022-2028.

Global Machine Learning Tools Scope and Market Size
Machine Learning Tools market is segmented by region (country), players, by Type and by Application. Players, stakeholders, and other participants in the global Machine Learning Tools market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by region (country), by Type and by Application for the period 2017-2028.

For United States market, this report focuses on the Machine Learning Tools market size by players, by Type and by Application, for the period 2017-2028. The key players include the global and local players, which play important roles in United States.

Segment by Type
    On-Premise
    Cloud-Based

Segment by Application
    Manufacturing
    Retail
    Agriculture
    Healthcare

By Region
    North America
        United States
        Canada
    Europe
        Germany
        France
        U.K.
        Italy
        Russia
    Asia-Pacific
        China
        Japan
        South Korea
        India
        Australia
        China Taiwan
        Indonesia
        Thailand
        Malaysia
    Latin America
        Mexico
        Brazil
        Argentina
    Middle East & Africa
        Turkey
        Saudi Arabia
        UAE

By Company
    Microsoft
    IBM
    Google
    RStudio
    Amazon
    Oracle
    Meta Platforms
    Kira
    Databricks
    DataRobot
    OpenText
    Scikit-learn
    Catalyst
    XGBoost
    LightGBM

 1 Study Coverage
    1.1 Machine Learning Tools Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million) Introduction
    1.2 Global Machine Learning Tools Outlook 2017 VS 2022 VS 2028
        1.2.1 Global Machine Learning Tools Market Size for the Year 2017-2028
        1.2.2 Global Machine Learning Tools Market Size for the Year 2017-2028
    1.3 Machine Learning Tools Market Size, United States VS Global, 2017 VS 2022 VS 2028
        1.3.1 The Market Share of United States Machine Learning Tools in Global, 2017 VS 2022 VS 2028
        1.3.2 The Growth Rate of Machine Learning Tools Market Size, United States VS Global, 2017 VS 2022 VS 2028
    1.4 Machine Learning Tools Market Dynamics
        1.4.1 Machine Learning Tools Industry Trends
        1.4.2 Machine Learning Tools Market Drivers
        1.4.3 Machine Learning Tools Market Challenges
        1.4.4 Machine Learning Tools Market Restraints
    1.5 Study Objectives
    1.6 Years Considered

 2 Machine Learning Tools by Type
    2.1 Machine Learning Tools Market Segment by Type
        2.1.1 On-Premise
        2.1.2 Cloud-Based
    2.2 Global Machine Learning Tools Market Size by Type (2017, 2022 & 2028)
    2.3 Global Machine Learning Tools Market Size by Type (2017-2028)
    2.4 United States Machine Learning Tools Market Size by Type (2017, 2022 & 2028)
    2.5 United States Machine Learning Tools Market Size by Type (2017-2028)

 3 Machine Learning Tools by Application
    3.1 Machine Learning Tools Market Segment by Application
        3.1.1 Manufacturing
        3.1.2 Retail
        3.1.3 Agriculture
        3.1.4 Healthcare
    3.2 Global Machine Learning Tools Market Size by Application (2017, 2022 & 2028)
    3.3 Global Machine Learning Tools Market Size by Application (2017-2028)
    3.4 United States Machine Learning Tools Market Size by Application (2017, 2022 & 2028)
    3.5 United States Machine Learning Tools Market Size by Application (2017-2028)

 4 Global Machine Learning Tools Competitor Landscape by Company
    4.1 Global Machine Learning Tools Market Size by Company
        4.1.1 Top Global Machine Learning Tools Companies Ranked by Revenue (2021)
        4.1.2 Global Machine Learning Tools Revenue by Player (2017-2022)
    4.2 Global Machine Learning Tools Concentration Ratio (CR)
        4.2.1 Machine Learning Tools Market Concentration Ratio (CR) (2017-2022)
        4.2.2 Global Top 5 and Top 10 Largest Companies of Machine Learning Tools in 2021
        4.2.3 Global Machine Learning Tools Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
    4.3 Global Machine Learning Tools Headquarters, Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million) Type
        4.3.1 Global Machine Learning Tools Headquarters and Area Served
        4.3.2 Global Machine Learning Tools Companies Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million) Type
        4.3.3 Date of International Companies Enter into Machine Learning Tools Market
    4.4 Companies Mergers & Acquisitions, Expansion Plans
    4.5 United States Machine Learning Tools Market Size by Company
        4.5.1 Top Machine Learning Tools Players in United States, Ranked by Revenue (2021)
        4.5.2 United States Machine Learning Tools Revenue by Players (2020, 2021 & 2022)

 5 Global Machine Learning Tools Market Size by Region
    5.1 Global Machine Learning Tools Market Size by Region: 2017 VS 2022 VS 2028
    5.2 Global Machine Learning Tools Market Size by Region (2017-2028)
        5.2.1 Global Machine Learning Tools Market Size by Region: 2017-2022
        5.2.2 Global Machine Learning Tools Market Size by Region (2023-2028)

 6 Segment in Region Level & Country Level
    6.1 North America
        6.1.1 North America Machine Learning Tools Market Size YoY Growth 2017-2028
        6.1.2 North America Machine Learning Tools Market Facts & Figures by Country (2017, 2022 & 2028)
        6.1.3 United States
        6.1.4 Canada
    6.2 Asia-Pacific
        6.2.1 Asia-Pacific Machine Learning Tools Market Size YoY Growth 2017-2028
        6.2.2 Asia-Pacific Machine Learning Tools Market Facts & Figures by Region (2017, 2022 & 2028)
        6.2.3 China
        6.2.4 Japan
        6.2.5 South Korea
        6.2.6 India
        6.2.7 Australia
        6.2.8 China Taiwan
        6.2.9 Indonesia
        6.2.10 Thailand
        6.2.11 Malaysia
    6.3 Europe
        6.3.1 Europe Machine Learning Tools Market Size YoY Growth 2017-2028
        6.3.2 Europe Machine Learning Tools Market Facts & Figures by Country (2017, 2022 & 2028)
        6.3.3 Germany
        6.3.4 France
        6.3.5 U.K.
        6.3.6 Italy
        6.3.7 Russia
    6.4 Latin America
        6.4.1 Latin America Machine Learning Tools Market Size YoY Growth 2017-2028
        6.4.2 Latin America Machine Learning Tools Market Facts & Figures by Country (2017, 2022 & 2028)
        6.4.3 Mexico
        6.4.4 Brazil
        6.4.5 Argentina
    6.5 Middle East and Africa
        6.5.1 Middle East and Africa Machine Learning Tools Market Size YoY Growth 2017-2028
        6.5.2 Middle East and Africa Machine Learning Tools Market Facts & Figures by Country (2017, 2022 & 2028)
        6.5.3 Turkey
        6.5.4 Saudi Arabia
        6.5.5 UAE

 7 Company Profiles
    7.1 Microsoft
        7.1.1 Microsoft Company Details
        7.1.2 Microsoft Business Overview
        7.1.3 Microsoft Machine Learning Tools Introduction
        7.1.4 Microsoft Revenue in Machine Learning Tools Business (2017-2022)
        7.1.5 Microsoft Recent Development
    7.2 IBM
        7.2.1 IBM Company Details
        7.2.2 IBM Business Overview
        7.2.3 IBM Machine Learning Tools Introduction
        7.2.4 IBM Revenue in Machine Learning Tools Business (2017-2022)
        7.2.5 IBM Recent Development
    7.3 Google
        7.3.1 Google Company Details
        7.3.2 Google Business Overview
        7.3.3 Google Machine Learning Tools Introduction
        7.3.4 Google Revenue in Machine Learning Tools Business (2017-2022)
        7.3.5 Google Recent Development
    7.4 RStudio
        7.4.1 RStudio Company Details
        7.4.2 RStudio Business Overview
        7.4.3 RStudio Machine Learning Tools Introduction
        7.4.4 RStudio Revenue in Machine Learning Tools Business (2017-2022)
        7.4.5 RStudio Recent Development
    7.5 Amazon
        7.5.1 Amazon Company Details
        7.5.2 Amazon Business Overview
        7.5.3 Amazon Machine Learning Tools Introduction
        7.5.4 Amazon Revenue in Machine Learning Tools Business (2017-2022)
        7.5.5 Amazon Recent Development
    7.6 Oracle
        7.6.1 Oracle Company Details
        7.6.2 Oracle Business Overview
        7.6.3 Oracle Machine Learning Tools Introduction
        7.6.4 Oracle Revenue in Machine Learning Tools Business (2017-2022)
        7.6.5 Oracle Recent Development
    7.7 Meta Platforms
        7.7.1 Meta Platforms Company Details
        7.7.2 Meta Platforms Business Overview
        7.7.3 Meta Platforms Machine Learning Tools Introduction
        7.7.4 Meta Platforms Revenue in Machine Learning Tools Business (2017-2022)
        7.7.5 Meta Platforms Recent Development
    7.8 Kira
        7.8.1 Kira Company Details
        7.8.2 Kira Business Overview
        7.8.3 Kira Machine Learning Tools Introduction
        7.8.4 Kira Revenue in Machine Learning Tools Business (2017-2022)
        7.8.5 Kira Recent Development
    7.9 Databricks
        7.9.1 Databricks Company Details
        7.9.2 Databricks Business Overview
        7.9.3 Databricks Machine Learning Tools Introduction
        7.9.4 Databricks Revenue in Machine Learning Tools Business (2017-2022)
        7.9.5 Databricks Recent Development
    7.10 DataRobot
        7.10.1 DataRobot Company Details
        7.10.2 DataRobot Business Overview
        7.10.3 DataRobot Machine Learning Tools Introduction
        7.10.4 DataRobot Revenue in Machine Learning Tools Business (2017-2022)
        7.10.5 DataRobot Recent Development
    7.11 OpenText
        7.11.1 OpenText Company Details
        7.11.2 OpenText Business Overview
        7.11.3 OpenText Machine Learning Tools Introduction
        7.11.4 OpenText Revenue in Machine Learning Tools Business (2017-2022)
        7.11.5 OpenText Recent Development
    7.12 Scikit-learn
        7.12.1 Scikit-learn Company Details
        7.12.2 Scikit-learn Business Overview
        7.12.3 Scikit-learn Machine Learning Tools Introduction
        7.12.4 Scikit-learn Revenue in Machine Learning Tools Business (2017-2022)
        7.12.5 Scikit-learn Recent Development
    7.13 Catalyst
        7.13.1 Catalyst Company Details
        7.13.2 Catalyst Business Overview
        7.13.3 Catalyst Machine Learning Tools Introduction
        7.13.4 Catalyst Revenue in Machine Learning Tools Business (2017-2022)
        7.13.5 Catalyst Recent Development
    7.14 XGBoost
        7.14.1 XGBoost Company Details
        7.14.2 XGBoost Business Overview
        7.14.3 XGBoost Machine Learning Tools Introduction
        7.14.4 XGBoost Revenue in Machine Learning Tools Business (2017-2022)
        7.14.5 XGBoost Recent Development
    7.15 LightGBM
        7.15.1 LightGBM Company Details
        7.15.2 LightGBM Business Overview
        7.15.3 LightGBM Machine Learning Tools Introduction
        7.15.4 LightGBM Revenue in Machine Learning Tools Business (2017-2022)
        7.15.5 LightGBM Recent Development

 8 Research Findings and Conclusion

 9 Appendix
    9.1 Research Methodology
        9.1.1 Methodology/Research Approach
        9.1.2 Data Source
    9.2 Author Details
    9.3 Disclaimer

List of Tables
    Table 1. Machine Learning Tools Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028)
    Table 2. Machine Learning Tools Market Trends
    Table 3. Machine Learning Tools Market Drivers
    Table 4. Machine Learning Tools Market Challenges
    Table 5. Machine Learning Tools Market Restraints
    Table 6. Global Machine Learning Tools Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million)
    Table 7. United States Machine Learning Tools Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million)
    Table 8. Global Machine Learning Tools Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million)
    Table 9. United States Machine Learning Tools Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million)
    Table 10. Top Machine Learning Tools Companies in Global Market, Ranking by Revenue (2021)
    Table 11. Global Machine Learning Tools Revenue by Player, (US$ Million), 2017-2022
    Table 12. Global Machine Learning Tools Revenue Share by Player, 2017-2022
    Table 13. Global Machine Learning Tools Companies Market Concentration Ratio (CR5 and HHI)
    Table 14. Global Machine Learning Tools by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Tools as of 2021)
    Table 15. Top Players of Machine Learning Tools in Global Market, Headquarters and Area Served
    Table 16. Companies Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million) Type
    Table 17. Date of International Companies Enter into Machine Learning Tools Market
    Table 18. Companies Mergers & Acquisitions, Expansion Plans
    Table 19. Top Machine Learning Tools Players in United States Market, Ranking by Revenue (2021)
    Table 20. United States Machine Learning Tools Revenue by Players, (US$ Million), 2020, 2021 & 2022
    Table 21. United States Machine Learning Tools Revenue Share by Players, 2020, 2021 & 2022
    Table 22. Global Machine Learning Tools Market Size by Region (US$ Million): 2017 VS 2022 VS 2028
    Table 23. Global Machine Learning Tools Market Size by Region (2017-2022) & (US$ Million)
    Table 24. Global Machine Learning Tools Market Size Forecast by Region (2023-2028) & (US$ Million)
    Table 25. North America Machine Learning Tools Sales in Value by Country (2017-2028) & (US$ Million)
    Table 26. Asia Pacific Machine Learning Tools Sales in Value by Region (2017-2028) & (US$ Million)
    Table 27. Europe Machine Learning Tools Sales in Value by Country (2017-2028) & (US$ Million)
    Table 28. Latin Americaa Machine Learning Tools Sales in Value by Country (2017-2028) & (US$ Million)
    Table 29. Middle East and Africa Machine Learning Tools Sales in Value by Country (2017-2028) & (US$ Million)
    Table 30. Microsoft Company Details
    Table 31. Microsoft Business Overview
    Table 32. Microsoft Machine Learning Tools Product
    Table 33. Microsoft Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 34. Microsoft Recent Development
    Table 35. IBM Company Details
    Table 36. IBM Business Overview
    Table 37. IBM Machine Learning Tools Product
    Table 38. IBM Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 39. IBM Recent Development
    Table 40. Google Company Details
    Table 41. Google Business Overview
    Table 42. Google Machine Learning Tools Product
    Table 43. Google Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 44. Google Recent Development
    Table 45. RStudio Company Details
    Table 46. RStudio Business Overview
    Table 47. RStudio Machine Learning Tools Product
    Table 48. RStudio Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 49. RStudio Recent Development
    Table 50. Amazon Company Details
    Table 51. Amazon Business Overview
    Table 52. Amazon Machine Learning Tools Product
    Table 53. Amazon Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 54. Amazon Recent Development
    Table 55. Oracle Company Details
    Table 56. Oracle Business Overview
    Table 57. Oracle Machine Learning Tools Product
    Table 58. Oracle Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 59. Oracle Recent Development
    Table 60. Meta Platforms Company Details
    Table 61. Meta Platforms Business Overview
    Table 62. Meta Platforms Machine Learning Tools Product
    Table 63. Meta Platforms Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 64. Meta Platforms Recent Development
    Table 65. Kira Company Details
    Table 66. Kira Business Overview
    Table 67. Kira Machine Learning Tools Product
    Table 68. Kira Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 69. Kira Recent Development
    Table 70. Databricks Company Details
    Table 71. Databricks Business Overview
    Table 72. Databricks Machine Learning Tools Product
    Table 73. Databricks Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 74. Databricks Recent Development
    Table 75. DataRobot Company Details
    Table 76. DataRobot Business Overview
    Table 77. DataRobot Machine Learning Tools Product
    Table 78. DataRobot Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 79. DataRobot Recent Development
    Table 80. OpenText Company Details
    Table 81. OpenText Business Overview
    Table 82. OpenText Machine Learning Tools Product
    Table 83. OpenText Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 84. OpenText Recent Development
    Table 85. Scikit-learn Company Details
    Table 86. Scikit-learn Business Overview
    Table 87. Scikit-learn Machine Learning Tools Product
    Table 88. Scikit-learn Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 89. Scikit-learn Recent Development
    Table 90. Catalyst Company Details
    Table 91. Catalyst Business Overview
    Table 92. Catalyst Machine Learning Tools Product
    Table 93. Catalyst Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 94. Catalyst Recent Development
    Table 95. XGBoost Company Details
    Table 96. XGBoost Business Overview
    Table 97. XGBoost Machine Learning Tools Product
    Table 98. XGBoost Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 99. XGBoost Recent Development
    Table 100. LightGBM Company Details
    Table 101. LightGBM Business Overview
    Table 102. LightGBM Machine Learning Tools Product
    Table 103. LightGBM Revenue in Machine Learning Tools Business (2017-2022) & (US$ Million)
    Table 104. LightGBM Recent Development
    Table 105. Research Programs/Design for This Report
    Table 106. Key Data Information from Secondary Sources
    Table 107. Key Data Information from Primary Sources
List of Figures
    Figure 1. Machine Learning Tools Product Picture
    Figure 2. Global Machine Learning Tools Market Size, (US$ Million), 2017 VS 2022 VS 2028
    Figure 3. Global Machine Learning Tools Market Size 2017-2028 (US$ Million)
    Figure 4. United States Machine Learning Tools Market Size, (US$ Million), 2017 VS 2022 VS 2028
    Figure 5. United States Machine Learning Tools Market Size 2017-2028 (US$ Million)
    Figure 6. United States Machine Learning Tools Market Share in Global 2017-2028
    Figure 7. Machine Learning Tools Report Years Considered
    Figure 8. Product Picture of On-Premise
    Figure 9. Product Picture of Cloud-Based
    Figure 10. Global Machine Learning Tools Market Share by Type in 2022 & 2028
    Figure 11. Global Machine Learning Tools Market Size by Type (2017-2028) & (US$ Million)
    Figure 12. Global Machine Learning Tools Market Share by Type (2017-2028)
    Figure 13. United States Machine Learning Tools Market Share by Type in 2022 & 2028
    Figure 14. United States Machine Learning Tools Market Size by Type (2017-2028) & (US$ Million)
    Figure 15. United States Machine Learning Tools Market Share by Type (2017-2028)
    Figure 16. Product Picture of Manufacturing
    Figure 17. Product Picture of Retail
    Figure 18. Product Picture of Agriculture
    Figure 19. Product Picture of Healthcare
    Figure 20. Global Machine Learning Tools Market Share by Application in 2022 & 2028
    Figure 21. Global Machine Learning Tools Market Size by Application (2017-2028) & (US$ Million)
    Figure 22. Global Machine Learning Tools Market Share by Application (2017-2028)
    Figure 23. United States Machine Learning Tools Market Share by Application in 2022 & 2028
    Figure 24. United States Machine Learning Tools Market Size by Application (2017-2028) & (US$ Million)
    Figure 25. United States Machine Learning Tools Market Share by Application (2017-2028)
    Figure 26. North America Machine Learning Tools Market Size Growth Rate 2017-2028 (US$ Million)
    Figure 27. United States Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 28. Canada Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 29. Europe Machine Learning Tools Market Size Growth Rate 2017-2028 (US$ Million)
    Figure 30. Germany Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 31. France Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 32. U.K. Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 33. Italy Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 34. Russia Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 35. Asia-Pacific Machine Learning Tools Market Size Growth Rate 2017-2028 (US$ Million)
    Figure 36. China Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 37. Japan Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 38. South Korea Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 39. India Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 40. Australia Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 41. China Taiwan Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 42. Indonesia Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 43. Thailand Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 44. Malaysia Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 45. Latin America Machine Learning Tools Market Size Growth Rate 2017-2028 (US$ Million)
    Figure 46. Mexico Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 47. Brazil Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 48. Argentina Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 49. Middle East & Africa Machine Learning Tools Market Size Growth Rate 2017-2028 (US$ Million)
    Figure 50. Turkey Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 51. Saudi Arabia Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 52. UAE Machine Learning Tools Market Size Growth Rate (2017-2028) & (US$ Million)
    Figure 53. Microsoft Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 54. IBM Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 55. Google Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 56. RStudio Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 57. Amazon Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 58. Oracle Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 59. Meta Platforms Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 60. Kira Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 61. Databricks Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 62. DataRobot Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 63. OpenText Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 64. Scikit-learn Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 65. Catalyst Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 66. XGBoost Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 67. LightGBM Revenue Growth Rate in Machine Learning Tools Business (2017-2022)
    Figure 68. Bottom-up and Top-down Approaches for This Report
    Figure 69. Data Triangulation
    Figure 70. Key Executives Interviewed

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. It’s called machine learning because the model “learns” as it is fed more and more data.

Market Analysis and Insights: Global and United States Machine Learning Tools Market

This report focuses on global and United States Machine Learning Tools market, also covers the segmentation data of other regions in regional level and county level.

Due to the COVID-19 pandemic, the global Machine Learning Tools market size is estimated to be worth US$  million in 2022 and is forecast to a readjusted size of US$  million by 2028 with a CAGR of % during the forecast period 2022-2028. Fully considering the economic change by this health crisis, by Type, On-Premise accounting for % of the Machine Learning Tools global market in 2021, is projected to value US$  million by 2028, growing at a revised % CAGR from 2022 to 2028. While by Application, Manufacturing was the leading segment, accounting for over  percent market share in 2021, and altered to an  % CAGR throughout this forecast period.

In United States the Machine Learning Tools market size is expected to grow from US$  million in 2021 to US$  million by 2028, at a CAGR of % during the forecast period 2022-2028.

Global Machine Learning Tools Scope and Market Size
Machine Learning Tools market is segmented by region (country), players, by Type and by Application. Players, stakeholders, and other participants in the global Machine Learning Tools market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by region (country), by Type and by Application for the period 2017-2028.

For United States market, this report focuses on the Machine Learning Tools market size by players, by Type and by Application, for the period 2017-2028. The key players include the global and local players, which play important roles in United States.

Segment by Type
    On-Premise
    Cloud-Based

Segment by Application
    Manufacturing
    Retail
    Agriculture
    Healthcare

By Region
    North America
        United States
        Canada
    Europe
        Germany
        France
        U.K.
        Italy
        Russia
    Asia-Pacific
        China
        Japan
        South Korea
        India
        Australia
        China Taiwan
        Indonesia
        Thailand
        Malaysia
    Latin America
        Mexico
        Brazil
        Argentina
    Middle East & Africa
        Turkey
        Saudi Arabia
        UAE

By Company
    Microsoft
    IBM
    Google
    RStudio
    Amazon
    Oracle
    Meta Platforms
    Kira
    Databricks
    DataRobot
    OpenText
    Scikit-learn
    Catalyst
    XGBoost
    LightGBM