List of Tables
Table 1. Global Data Science and Machine-Learning Platforms Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Open Source Data Integration Tools
Table 3. Key Players of Cloud-based Data Integration Tools
Table 4. Global Data Science and Machine-Learning Platforms Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Data Science and Machine-Learning Platforms Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Data Science and Machine-Learning Platforms Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Data Science and Machine-Learning Platforms Market Share by Region (2020-2025)
Table 8. Global Data Science and Machine-Learning Platforms Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Data Science and Machine-Learning Platforms Market Share by Region (2026-2031)
Table 10. Data Science and Machine-Learning Platforms Market Trends
Table 11. Data Science and Machine-Learning Platforms Market Drivers
Table 12. Data Science and Machine-Learning Platforms Market Challenges
Table 13. Data Science and Machine-Learning Platforms Market Restraints
Table 14. Global Data Science and Machine-Learning Platforms Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Data Science and Machine-Learning Platforms Market Share by Players (2020-2025)
Table 16. Global Top Data Science and Machine-Learning Platforms Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Science and Machine-Learning Platforms as of 2024)
Table 17. Ranking of Global Top Data Science and Machine-Learning Platforms Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Data Science and Machine-Learning Platforms Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Data Science and Machine-Learning Platforms, Headquarters and Area Served
Table 20. Global Key Players of Data Science and Machine-Learning Platforms, Product and Application
Table 21. Global Key Players of Data Science and Machine-Learning Platforms, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Data Science and Machine-Learning Platforms Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Data Science and Machine-Learning Platforms Revenue Market Share by Type (2020-2025)
Table 25. Global Data Science and Machine-Learning Platforms Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Data Science and Machine-Learning Platforms Revenue Market Share by Type (2026-2031)
Table 27. Global Data Science and Machine-Learning Platforms Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Data Science and Machine-Learning Platforms Revenue Market Share by Application (2020-2025)
Table 29. Global Data Science and Machine-Learning Platforms Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Data Science and Machine-Learning Platforms Revenue Market Share by Application (2026-2031)
Table 31. North America Data Science and Machine-Learning Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Data Science and Machine-Learning Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Data Science and Machine-Learning Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Data Science and Machine-Learning Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Data Science and Machine-Learning Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Data Science and Machine-Learning Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Data Science and Machine-Learning Platforms Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Data Science and Machine-Learning Platforms Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Data Science and Machine-Learning Platforms Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Data Science and Machine-Learning Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Data Science and Machine-Learning Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Data Science and Machine-Learning Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Data Science and Machine-Learning Platforms Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Data Science and Machine-Learning Platforms Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Data Science and Machine-Learning Platforms Market Size by Country (2026-2031) & (US$ Million)
Table 46. SAS Company Details
Table 47. SAS Business Overview
Table 48. SAS Data Science and Machine-Learning Platforms Product
Table 49. SAS Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 50. SAS Recent Development
Table 51. Alteryx Company Details
Table 52. Alteryx Business Overview
Table 53. Alteryx Data Science and Machine-Learning Platforms Product
Table 54. Alteryx Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 55. Alteryx Recent Development
Table 56. IBM Company Details
Table 57. IBM Business Overview
Table 58. IBM Data Science and Machine-Learning Platforms Product
Table 59. IBM Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 60. IBM Recent Development
Table 61. RapidMiner Company Details
Table 62. RapidMiner Business Overview
Table 63. RapidMiner Data Science and Machine-Learning Platforms Product
Table 64. RapidMiner Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 65. RapidMiner Recent Development
Table 66. KNIME Company Details
Table 67. KNIME Business Overview
Table 68. KNIME Data Science and Machine-Learning Platforms Product
Table 69. KNIME Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 70. KNIME Recent Development
Table 71. Microsoft Company Details
Table 72. Microsoft Business Overview
Table 73. Microsoft Data Science and Machine-Learning Platforms Product
Table 74. Microsoft Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 75. Microsoft Recent Development
Table 76. Dataiku Company Details
Table 77. Dataiku Business Overview
Table 78. Dataiku Data Science and Machine-Learning Platforms Product
Table 79. Dataiku Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 80. Dataiku Recent Development
Table 81. Databricks Company Details
Table 82. Databricks Business Overview
Table 83. Databricks Data Science and Machine-Learning Platforms Product
Table 84. Databricks Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 85. Databricks Recent Development
Table 86. TIBCO Software Company Details
Table 87. TIBCO Software Business Overview
Table 88. TIBCO Software Data Science and Machine-Learning Platforms Product
Table 89. TIBCO Software Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 90. TIBCO Software Recent Development
Table 91. MathWorks Company Details
Table 92. MathWorks Business Overview
Table 93. MathWorks Data Science and Machine-Learning Platforms Product
Table 94. MathWorks Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 95. MathWorks Recent Development
Table 96. H20.ai Company Details
Table 97. H20.ai Business Overview
Table 98. H20.ai Data Science and Machine-Learning Platforms Product
Table 99. H20.ai Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 100. H20.ai Recent Development
Table 101. Anaconda Company Details
Table 102. Anaconda Business Overview
Table 103. Anaconda Data Science and Machine-Learning Platforms Product
Table 104. Anaconda Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 105. Anaconda Recent Development
Table 106. SAP Company Details
Table 107. SAP Business Overview
Table 108. SAP Data Science and Machine-Learning Platforms Product
Table 109. SAP Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 110. SAP Recent Development
Table 111. Google Company Details
Table 112. Google Business Overview
Table 113. Google Data Science and Machine-Learning Platforms Product
Table 114. Google Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 115. Google Recent Development
Table 116. Domino Data Lab Company Details
Table 117. Domino Data Lab Business Overview
Table 118. Domino Data Lab Data Science and Machine-Learning Platforms Product
Table 119. Domino Data Lab Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 120. Domino Data Lab Recent Development
Table 121. Angoss Company Details
Table 122. Angoss Business Overview
Table 123. Angoss Data Science and Machine-Learning Platforms Product
Table 124. Angoss Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 125. Angoss Recent Development
Table 126. Lexalytics Company Details
Table 127. Lexalytics Business Overview
Table 128. Lexalytics Data Science and Machine-Learning Platforms Product
Table 129. Lexalytics Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 130. Lexalytics Recent Development
Table 131. Rapid Insight Company Details
Table 132. Rapid Insight Business Overview
Table 133. Rapid Insight Data Science and Machine-Learning Platforms Product
Table 134. Rapid Insight Revenue in Data Science and Machine-Learning Platforms Business (2020-2025) & (US$ Million)
Table 135. Rapid Insight 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 Platforms Picture
Figure 2. Global Data Science and Machine-Learning Platforms Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Data Science and Machine-Learning Platforms Market Share by Type: 2024 VS 2031
Figure 4. Open Source Data Integration Tools Features
Figure 5. Cloud-based Data Integration Tools Features
Figure 6. Global Data Science and Machine-Learning Platforms Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Data Science and Machine-Learning Platforms Market Share by Application: 2024 VS 2031
Figure 8. Small-Sized Enterprises Case Studies
Figure 9. Medium-Sized Enterprise Case Studies
Figure 10. Large Enterprises Case Studies
Figure 11. Data Science and Machine-Learning Platforms Report Years Considered
Figure 12. Global Data Science and Machine-Learning Platforms Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 13. Global Data Science and Machine-Learning Platforms Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 14. Global Data Science and Machine-Learning Platforms Market Share by Region: 2024 VS 2031
Figure 15. Global Data Science and Machine-Learning Platforms Market Share by Players in 2024
Figure 16. Global Top Data Science and Machine-Learning Platforms Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Science and Machine-Learning Platforms as of 2024)
Figure 17. The Top 10 and 5 Players Market Share by Data Science and Machine-Learning Platforms Revenue in 2024
Figure 18. North America Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 19. North America Data Science and Machine-Learning Platforms Market Share by Country (2020-2031)
Figure 20. United States Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 21. Canada Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Europe Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe Data Science and Machine-Learning Platforms Market Share by Country (2020-2031)
Figure 24. Germany Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. France Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. U.K. Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. Italy Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Russia Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Nordic Countries Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Asia-Pacific Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific Data Science and Machine-Learning Platforms Market Share by Region (2020-2031)
Figure 32. China Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Japan Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. South Korea Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Southeast Asia Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. India Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Australia Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Latin America Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America Data Science and Machine-Learning Platforms Market Share by Country (2020-2031)
Figure 40. Mexico Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Brazil Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Middle East & Africa Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa Data Science and Machine-Learning Platforms Market Share by Country (2020-2031)
Figure 44. Turkey Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Saudi Arabia Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. UAE Data Science and Machine-Learning Platforms Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. SAS Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 48. Alteryx Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 49. IBM Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 50. RapidMiner Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 51. KNIME Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 52. Microsoft Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 53. Dataiku Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 54. Databricks Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 55. TIBCO Software Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 56. MathWorks Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 57. H20.ai Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 58. Anaconda Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 59. SAP Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 60. Google Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 61. Domino Data Lab Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 62. Angoss Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 63. Lexalytics Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 64. Rapid Insight Revenue Growth Rate in Data Science and Machine-Learning Platforms Business (2020-2025)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. Key Executives Interviewed
