List of Tables
Table 1. Global Data Science and Machine Learning (DSML) Platforms Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Cloud-based
Table 3. Key Players of On-premises
Table 4. Global Data Science and Machine Learning (DSML) Platforms Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Data Science and Machine Learning (DSML) Platforms Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Data Science and Machine Learning (DSML) Platforms Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Data Science and Machine Learning (DSML) Platforms Market Share by Region (2020-2025)
Table 8. Global Data Science and Machine Learning (DSML) Platforms Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Data Science and Machine Learning (DSML) Platforms Market Share by Region (2026-2031)
Table 10. Data Science and Machine Learning (DSML) Platforms Market Trends
Table 11. Data Science and Machine Learning (DSML) Platforms Market Drivers
Table 12. Data Science and Machine Learning (DSML) Platforms Market Challenges
Table 13. Data Science and Machine Learning (DSML) Platforms Market Restraints
Table 14. Global Data Science and Machine Learning (DSML) Platforms Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Data Science and Machine Learning (DSML) Platforms Market Share by Players (2020-2025)
Table 16. Global Top Data Science and Machine Learning (DSML) Platforms Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Science and Machine Learning (DSML) Platforms as of 2024)
Table 17. Ranking of Global Top Data Science and Machine Learning (DSML) Platforms Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Data Science and Machine Learning (DSML) Platforms Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Data Science and Machine Learning (DSML) Platforms, Headquarters and Area Served
Table 20. Global Key Players of Data Science and Machine Learning (DSML) Platforms, Product and Application
Table 21. Global Key Players of Data Science and Machine Learning (DSML) Platforms, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Data Science and Machine Learning (DSML) Platforms Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Data Science and Machine Learning (DSML) Platforms Revenue Market Share by Type (2020-2025)
Table 25. Global Data Science and Machine Learning (DSML) Platforms Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Data Science and Machine Learning (DSML) Platforms Revenue Market Share by Type (2026-2031)
Table 27. Global Data Science and Machine Learning (DSML) Platforms Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Data Science and Machine Learning (DSML) Platforms Revenue Market Share by Application (2020-2025)
Table 29. Global Data Science and Machine Learning (DSML) Platforms Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Data Science and Machine Learning (DSML) Platforms Revenue Market Share by Application (2026-2031)
Table 31. North America Data Science and Machine Learning (DSML) Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Data Science and Machine Learning (DSML) Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Data Science and Machine Learning (DSML) Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Data Science and Machine Learning (DSML) Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Data Science and Machine Learning (DSML) Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Data Science and Machine Learning (DSML) Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Data Science and Machine Learning (DSML) Platforms Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Data Science and Machine Learning (DSML) Platforms Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Data Science and Machine Learning (DSML) Platforms Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Data Science and Machine Learning (DSML) Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Data Science and Machine Learning (DSML) Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Data Science and Machine Learning (DSML) Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Data Science and Machine Learning (DSML) Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Data Science and Machine Learning (DSML) Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Data Science and Machine Learning (DSML) Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 46. Google Company Details
Table 47. Google Business Overview
Table 48. Google Data Science and Machine Learning (DSML) Platforms Product
Table 49. Google Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 50. Google Recent Development
Table 51. Databricks Company Details
Table 52. Databricks Business Overview
Table 53. Databricks Data Science and Machine Learning (DSML) Platforms Product
Table 54. Databricks Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 55. Databricks Recent Development
Table 56. Deepnote Company Details
Table 57. Deepnote Business Overview
Table 58. Deepnote Data Science and Machine Learning (DSML) Platforms Product
Table 59. Deepnote Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 60. Deepnote Recent Development
Table 61. Saturn Cloud Company Details
Table 62. Saturn Cloud Business Overview
Table 63. Saturn Cloud Data Science and Machine Learning (DSML) Platforms Product
Table 64. Saturn Cloud Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 65. Saturn Cloud Recent Development
Table 66. Alteryx Company Details
Table 67. Alteryx Business Overview
Table 68. Alteryx Data Science and Machine Learning (DSML) Platforms Product
Table 69. Alteryx Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 70. Alteryx Recent Development
Table 71. Dataiku Company Details
Table 72. Dataiku Business Overview
Table 73. Dataiku Data Science and Machine Learning (DSML) Platforms Product
Table 74. Dataiku Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 75. Dataiku Recent Development
Table 76. DataRobot Company Details
Table 77. DataRobot Business Overview
Table 78. DataRobot Data Science and Machine Learning (DSML) Platforms Product
Table 79. DataRobot Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 80. DataRobot Recent Development
Table 81. AWS Company Details
Table 82. AWS Business Overview
Table 83. AWS Data Science and Machine Learning (DSML) Platforms Product
Table 84. AWS Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 85. AWS Recent Development
Table 86. MathWorks Company Details
Table 87. MathWorks Business Overview
Table 88. MathWorks Data Science and Machine Learning (DSML) Platforms Product
Table 89. MathWorks Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 90. MathWorks Recent Development
Table 91. Altair Company Details
Table 92. Altair Business Overview
Table 93. Altair Data Science and Machine Learning (DSML) Platforms Product
Table 94. Altair Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 95. Altair Recent Development
Table 96. IBM Company Details
Table 97. IBM Business Overview
Table 98. IBM Data Science and Machine Learning (DSML) Platforms Product
Table 99. IBM Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 100. IBM Recent Development
Table 101. SAS Company Details
Table 102. SAS Business Overview
Table 103. SAS Data Science and Machine Learning (DSML) Platforms Product
Table 104. SAS Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 105. SAS Recent Development
Table 106. Anaconda Company Details
Table 107. Anaconda Business Overview
Table 108. Anaconda Data Science and Machine Learning (DSML) Platforms Product
Table 109. Anaconda Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 110. Anaconda Recent Development
Table 111. Posit Software Company Details
Table 112. Posit Software Business Overview
Table 113. Posit Software Data Science and Machine Learning (DSML) Platforms Product
Table 114. Posit Software Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 115. Posit Software Recent Development
Table 116. Hex Tech Company Details
Table 117. Hex Tech Business Overview
Table 118. Hex Tech Data Science and Machine Learning (DSML) Platforms Product
Table 119. Hex Tech Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 120. Hex Tech Recent Development
Table 121. DataCamp Company Details
Table 122. DataCamp Business Overview
Table 123. DataCamp Data Science and Machine Learning (DSML) Platforms Product
Table 124. DataCamp Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 125. DataCamp Recent Development
Table 126. Domo Company Details
Table 127. Domo Business Overview
Table 128. Domo Data Science and Machine Learning (DSML) Platforms Product
Table 129. Domo Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 130. Domo Recent Development
Table 131. Snowflake Company Details
Table 132. Snowflake Business Overview
Table 133. Snowflake Data Science and Machine Learning (DSML) Platforms Product
Table 134. Snowflake Revenue in Data Science and Machine Learning (DSML) Platforms Business (2020-2025) & (US$ Million)
Table 135. Snowflake Recent Development
Table 136. Research Programs/Design for This Report
Table 137. Key Data Information from Secondary Sources
Table 138. Key Data Information from Primary Sources
Table 139. Authors List of This Report
List of Figures
Figure 1. Data Science and Machine Learning (DSML) Platforms Picture
Figure 2. Global Data Science and Machine Learning (DSML) Platforms Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Data Science and Machine Learning (DSML) Platforms Market Share by Type: 2024 VS 2031
Figure 4. Cloud-based Features
Figure 5. On-premises Features
Figure 6. Global Data Science and Machine Learning (DSML) Platforms Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Data Science and Machine Learning (DSML) Platforms Market Share by Application: 2024 VS 2031
Figure 8. BFSI Case Studies
Figure 9. Healthcare and Life Science Case Studies
Figure 10. Manufacturing Case Studies
Figure 11. Media and Retail Case Studies
Figure 12. Other Case Studies
Figure 13. Data Science and Machine Learning (DSML) Platforms Report Years Considered
Figure 14. Global Data Science and Machine Learning (DSML) Platforms Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 15. Global Data Science and Machine Learning (DSML) Platforms Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 16. Global Data Science and Machine Learning (DSML) Platforms Market Share by Region: 2024 VS 2031
Figure 17. Global Data Science and Machine Learning (DSML) Platforms Market Share by Players in 2024
Figure 18. Global Data Science and Machine Learning (DSML) Platforms Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 19. The Top 10 and 5 Players Market Share by Data Science and Machine Learning (DSML) Platforms Revenue in 2024
Figure 20. North America Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 21. North America Data Science and Machine Learning (DSML) Platforms Market Share by Country (2020-2031)
Figure 22. United States Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Canada Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Data Science and Machine Learning (DSML) Platforms Market Share by Country (2020-2031)
Figure 26. Germany Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. France Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. U.K. Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Italy Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Russia Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Nordic Countries Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Data Science and Machine Learning (DSML) Platforms Market Share by Region (2020-2031)
Figure 34. China Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Japan Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. South Korea Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Southeast Asia Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. India Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Australia Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Data Science and Machine Learning (DSML) Platforms Market Share by Country (2020-2031)
Figure 42. Mexico Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Brazil Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Data Science and Machine Learning (DSML) Platforms Market Share by Country (2020-2031)
Figure 46. Turkey Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. Saudi Arabia Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. UAE Data Science and Machine Learning (DSML) Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. Google Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 50. Databricks Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 51. Deepnote Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 52. Saturn Cloud Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 53. Alteryx Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 54. Dataiku Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 55. DataRobot Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 56. AWS Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 57. MathWorks Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 58. Altair Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 59. IBM Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 60. SAS Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 61. Anaconda Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 62. Posit Software Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 63. Hex Tech Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 64. DataCamp Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 65. Domo Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 66. Snowflake Revenue Growth Rate in Data Science and Machine Learning (DSML) Platforms Business (2020-2025)
Figure 67. Bottom-up and Top-down Approaches for This Report
Figure 68. Data Triangulation
Figure 69. Key Executives Interviewed