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Global Data Science Platform Services Market Research Report 2023
Published Date: February 2023
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Report Code: QYRE-Auto-27Y1825
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Global Data Science Platform Services Market Insights Forecast to 2028
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Global Data Science Platform Services Market Research Report 2023

Code: QYRE-Auto-27Y1825
Report
February 2023
Pages:82
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Global Data Science Platform Services Market

Increasingly, companies are focusing on the use of ease-of-use methods to drive business development, and the need to gain insights from large amounts of data to gain a competitive advantage is growing. Companies are increasingly leaning towards data-intensive business strategies, and more and more are adopting advanced technologies to create many opportunities for vendors of data science platforms. Data science platform services help users build, evaluate, and utilize a data science platform environment to avoid wasting time and effort for implementation failures. The growth of the professional services sector was mainly constrained by increased operational complexity and increased deployment of business intelligence (BI) platforms. All customer pre- and post-deployment issues and needs are addressed through the hosted services department. Compared to internal analysis, hosted services ensure faster response.
The global Data Science Platform Services market was valued at US$ million in 2022 and is anticipated to reach US$ million by 2029, witnessing a CAGR of % during the forecast period 2023-2029. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
North American market for Data Science Platform Services is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
Asia-Pacific market for Data Science Platform Services is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
The global market for Data Science Platform Services in Marketing is estimated to increase from $ million in 2023 to $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
The key global companies of Data Science Platform Services include IBM Corporation, Microsoft Corporation, Alphabet, Altair Engineering, Alteryx, MathWorks, SAS Institute and RapidMiner, etc. In 2022, the world's top three vendors accounted for approximately % of the revenue.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Data Science Platform Services, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Data Science Platform Services.
The Data Science Platform Services market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2022 as the base year, with history and forecast data for the period from 2018 to 2029. This report segments the global Data Science Platform Services market comprehensively. Regional market sizes, concerning products by type, by application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Data Science Platform Services companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by type, by application, and by regions.

Key Segmentations

By Company

  • IBM Corporation
  • Microsoft Corporation
  • Alphabet
  • Altair Engineering
  • Alteryx
  • MathWorks
  • SAS Institute
  • RapidMiner

Segment by Type

  • Cloud Based
  • On-premises

Segment by Application

  • Marketing
  • Sales
  • Logistics
  • Finance and Accounting
  • Customer Support
  • Others

By Region

  • North America
  • United States
  • Canada
  • Europe
  • Germany
  • France
  • UK
  • Italy
  • Russia
  • Nordic Countries
  • Rest of Europe
  • Asia-Pacific
  • China
  • Japan
  • South Korea
  • Southeast Asia
  • India
  • Australia
  • Rest of Asia
  • Latin America
  • Mexico
  • Brazil
  • Rest of Latin America
  • Middle East & Africa
  • Turkey
  • Saudi Arabia
  • UAE
  • Rest of MEA

Core Chapters

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Data Science Platform Services companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the key companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

Scope of Global Data Science Platform Services Market Report

Report MetricDetails
Report NameGlobal Data Science Platform Services Market
Base Year2022
Forecasted years2023-2029
Forecast unitsUSD
Report coverageRevenue and volume forecast, company share, competitive landscape, growth factors and trends
Geographic regions coveredNorth America, Europe, Asia Pacific, Latin America, Middle East & Africa
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Data Science Platform Services Market Size Growth Rate by Type: 2018 VS 2022 VS 2029
1.2.2 Cloud Based
1.2.3 On-premises
1.3 Market by Application
1.3.1 Global Data Science Platform Services Market Growth by Application: 2018 VS 2022 VS 2029
1.3.2 Marketing
1.3.3 Sales
1.3.4 Logistics
1.3.5 Finance and Accounting
1.3.6 Customer Support
1.3.7 Others
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Data Science Platform Services Market Perspective (2018-2029)
2.2 Data Science Platform Services Growth Trends by Region
2.2.1 Global Data Science Platform Services Market Size by Region: 2018 VS 2022 VS 2029
2.2.2 Data Science Platform Services Historic Market Size by Region (2018-2023)
2.2.3 Data Science Platform Services Forecasted Market Size by Region (2024-2029)
2.3 Data Science Platform Services Market Dynamics
2.3.1 Data Science Platform Services Industry Trends
2.3.2 Data Science Platform Services Market Drivers
2.3.3 Data Science Platform Services Market Challenges
2.3.4 Data Science Platform Services Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Data Science Platform Services Players by Revenue
3.1.1 Global Top Data Science Platform Services Players by Revenue (2018-2023)
3.1.2 Global Data Science Platform Services Revenue Market Share by Players (2018-2023)
3.2 Global Data Science Platform Services Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Data Science Platform Services Revenue
3.4 Global Data Science Platform Services Market Concentration Ratio
3.4.1 Global Data Science Platform Services Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Data Science Platform Services Revenue in 2022
3.5 Data Science Platform Services Key Players Head office and Area Served
3.6 Key Players Data Science Platform Services Product Solution and Service
3.7 Date of Enter into Data Science Platform Services Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Data Science Platform Services Breakdown Data by Type
4.1 Global Data Science Platform Services Historic Market Size by Type (2018-2023)
4.2 Global Data Science Platform Services Forecasted Market Size by Type (2024-2029)
5 Data Science Platform Services Breakdown Data by Application
5.1 Global Data Science Platform Services Historic Market Size by Application (2018-2023)
5.2 Global Data Science Platform Services Forecasted Market Size by Application (2024-2029)
6 North America
6.1 North America Data Science Platform Services Market Size (2018-2029)
6.2 North America Data Science Platform Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
6.3 North America Data Science Platform Services Market Size by Country (2018-2023)
6.4 North America Data Science Platform Services Market Size by Country (2024-2029)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Data Science Platform Services Market Size (2018-2029)
7.2 Europe Data Science Platform Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
7.3 Europe Data Science Platform Services Market Size by Country (2018-2023)
7.4 Europe Data Science Platform Services Market Size by Country (2024-2029)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Data Science Platform Services Market Size (2018-2029)
8.2 Asia-Pacific Data Science Platform Services Market Growth Rate by Region: 2018 VS 2022 VS 2029
8.3 Asia-Pacific Data Science Platform Services Market Size by Region (2018-2023)
8.4 Asia-Pacific Data Science Platform Services Market Size by Region (2024-2029)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Data Science Platform Services Market Size (2018-2029)
9.2 Latin America Data Science Platform Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
9.3 Latin America Data Science Platform Services Market Size by Country (2018-2023)
9.4 Latin America Data Science Platform Services Market Size by Country (2024-2029)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Data Science Platform Services Market Size (2018-2029)
10.2 Middle East & Africa Data Science Platform Services Market Growth Rate by Country: 2018 VS 2022 VS 2029
10.3 Middle East & Africa Data Science Platform Services Market Size by Country (2018-2023)
10.4 Middle East & Africa Data Science Platform Services Market Size by Country (2024-2029)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 IBM Corporation
11.1.1 IBM Corporation Company Detail
11.1.2 IBM Corporation Business Overview
11.1.3 IBM Corporation Data Science Platform Services Introduction
11.1.4 IBM Corporation Revenue in Data Science Platform Services Business (2018-2023)
11.1.5 IBM Corporation Recent Development
11.2 Microsoft Corporation
11.2.1 Microsoft Corporation Company Detail
11.2.2 Microsoft Corporation Business Overview
11.2.3 Microsoft Corporation Data Science Platform Services Introduction
11.2.4 Microsoft Corporation Revenue in Data Science Platform Services Business (2018-2023)
11.2.5 Microsoft Corporation Recent Development
11.3 Alphabet
11.3.1 Alphabet Company Detail
11.3.2 Alphabet Business Overview
11.3.3 Alphabet Data Science Platform Services Introduction
11.3.4 Alphabet Revenue in Data Science Platform Services Business (2018-2023)
11.3.5 Alphabet Recent Development
11.4 Altair Engineering
11.4.1 Altair Engineering Company Detail
11.4.2 Altair Engineering Business Overview
11.4.3 Altair Engineering Data Science Platform Services Introduction
11.4.4 Altair Engineering Revenue in Data Science Platform Services Business (2018-2023)
11.4.5 Altair Engineering Recent Development
11.5 Alteryx
11.5.1 Alteryx Company Detail
11.5.2 Alteryx Business Overview
11.5.3 Alteryx Data Science Platform Services Introduction
11.5.4 Alteryx Revenue in Data Science Platform Services Business (2018-2023)
11.5.5 Alteryx Recent Development
11.6 MathWorks
11.6.1 MathWorks Company Detail
11.6.2 MathWorks Business Overview
11.6.3 MathWorks Data Science Platform Services Introduction
11.6.4 MathWorks Revenue in Data Science Platform Services Business (2018-2023)
11.6.5 MathWorks Recent Development
11.7 SAS Institute
11.7.1 SAS Institute Company Detail
11.7.2 SAS Institute Business Overview
11.7.3 SAS Institute Data Science Platform Services Introduction
11.7.4 SAS Institute Revenue in Data Science Platform Services Business (2018-2023)
11.7.5 SAS Institute Recent Development
11.8 RapidMiner
11.8.1 RapidMiner Company Detail
11.8.2 RapidMiner Business Overview
11.8.3 RapidMiner Data Science Platform Services Introduction
11.8.4 RapidMiner Revenue in Data Science Platform Services Business (2018-2023)
11.8.5 RapidMiner Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of Tables
    Table 1. Global Data Science Platform Services Market Size Growth Rate by Type (US$ Million): 2018 VS 2022 VS 2029
    Table 2. Key Players of Cloud Based
    Table 3. Key Players of On-premises
    Table 4. Global Data Science Platform Services Market Size Growth by Application (US$ Million): 2018 VS 2022 VS 2029
    Table 5. Global Data Science Platform Services Market Size by Region (US$ Million): 2018 VS 2022 VS 2029
    Table 6. Global Data Science Platform Services Market Size by Region (2018-2023) & (US$ Million)
    Table 7. Global Data Science Platform Services Market Share by Region (2018-2023)
    Table 8. Global Data Science Platform Services Forecasted Market Size by Region (2024-2029) & (US$ Million)
    Table 9. Global Data Science Platform Services Market Share by Region (2024-2029)
    Table 10. Data Science Platform Services Market Trends
    Table 11. Data Science Platform Services Market Drivers
    Table 12. Data Science Platform Services Market Challenges
    Table 13. Data Science Platform Services Market Restraints
    Table 14. Global Data Science Platform Services Revenue by Players (2018-2023) & (US$ Million)
    Table 15. Global Data Science Platform Services Market Share by Players (2018-2023)
    Table 16. Global Top Data Science Platform Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Science Platform Services as of 2022)
    Table 17. Ranking of Global Top Data Science Platform Services Companies by Revenue (US$ Million) in 2022
    Table 18. Global 5 Largest Players Market Share by Data Science Platform Services Revenue (CR5 and HHI) & (2018-2023)
    Table 19. Key Players Headquarters and Area Served
    Table 20. Key Players Data Science Platform Services Product Solution and Service
    Table 21. Date of Enter into Data Science Platform Services Market
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Data Science Platform Services Market Size by Type (2018-2023) & (US$ Million)
    Table 24. Global Data Science Platform Services Revenue Market Share by Type (2018-2023)
    Table 25. Global Data Science Platform Services Forecasted Market Size by Type (2024-2029) & (US$ Million)
    Table 26. Global Data Science Platform Services Revenue Market Share by Type (2024-2029)
    Table 27. Global Data Science Platform Services Market Size by Application (2018-2023) & (US$ Million)
    Table 28. Global Data Science Platform Services Revenue Market Share by Application (2018-2023)
    Table 29. Global Data Science Platform Services Forecasted Market Size by Application (2024-2029) & (US$ Million)
    Table 30. Global Data Science Platform Services Revenue Market Share by Application (2024-2029)
    Table 31. North America Data Science Platform Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
    Table 32. North America Data Science Platform Services Market Size by Country (2018-2023) & (US$ Million)
    Table 33. North America Data Science Platform Services Market Size by Country (2024-2029) & (US$ Million)
    Table 34. Europe Data Science Platform Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
    Table 35. Europe Data Science Platform Services Market Size by Country (2018-2023) & (US$ Million)
    Table 36. Europe Data Science Platform Services Market Size by Country (2024-2029) & (US$ Million)
    Table 37. Asia-Pacific Data Science Platform Services Market Size Growth Rate by Region (US$ Million): 2018 VS 2022 VS 2029
    Table 38. Asia-Pacific Data Science Platform Services Market Size by Region (2018-2023) & (US$ Million)
    Table 39. Asia-Pacific Data Science Platform Services Market Size by Region (2024-2029) & (US$ Million)
    Table 40. Latin America Data Science Platform Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
    Table 41. Latin America Data Science Platform Services Market Size by Country (2018-2023) & (US$ Million)
    Table 42. Latin America Data Science Platform Services Market Size by Country (2024-2029) & (US$ Million)
    Table 43. Middle East & Africa Data Science Platform Services Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
    Table 44. Middle East & Africa Data Science Platform Services Market Size by Country (2018-2023) & (US$ Million)
    Table 45. Middle East & Africa Data Science Platform Services Market Size by Country (2024-2029) & (US$ Million)
    Table 46. IBM Corporation Company Detail
    Table 47. IBM Corporation Business Overview
    Table 48. IBM Corporation Data Science Platform Services Product
    Table 49. IBM Corporation Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 50. IBM Corporation Recent Development
    Table 51. Microsoft Corporation Company Detail
    Table 52. Microsoft Corporation Business Overview
    Table 53. Microsoft Corporation Data Science Platform Services Product
    Table 54. Microsoft Corporation Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 55. Microsoft Corporation Recent Development
    Table 56. Alphabet Company Detail
    Table 57. Alphabet Business Overview
    Table 58. Alphabet Data Science Platform Services Product
    Table 59. Alphabet Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 60. Alphabet Recent Development
    Table 61. Altair Engineering Company Detail
    Table 62. Altair Engineering Business Overview
    Table 63. Altair Engineering Data Science Platform Services Product
    Table 64. Altair Engineering Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 65. Altair Engineering Recent Development
    Table 66. Alteryx Company Detail
    Table 67. Alteryx Business Overview
    Table 68. Alteryx Data Science Platform Services Product
    Table 69. Alteryx Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 70. Alteryx Recent Development
    Table 71. MathWorks Company Detail
    Table 72. MathWorks Business Overview
    Table 73. MathWorks Data Science Platform Services Product
    Table 74. MathWorks Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 75. MathWorks Recent Development
    Table 76. SAS Institute Company Detail
    Table 77. SAS Institute Business Overview
    Table 78. SAS Institute Data Science Platform Services Product
    Table 79. SAS Institute Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 80. SAS Institute Recent Development
    Table 81. RapidMiner Company Detail
    Table 82. RapidMiner Business Overview
    Table 83. RapidMiner Data Science Platform Services Product
    Table 84. RapidMiner Revenue in Data Science Platform Services Business (2018-2023) & (US$ Million)
    Table 85. RapidMiner Recent Development
    Table 86. Research Programs/Design for This Report
    Table 87. Key Data Information from Secondary Sources
    Table 88. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Data Science Platform Services Market Size Comparison by Type (2023-2029) & (US$ Million)
    Figure 2. Global Data Science Platform Services Market Share by Type: 2022 VS 2029
    Figure 3. Cloud Based Features
    Figure 4. On-premises Features
    Figure 5. Global Data Science Platform Services Market Size Comparison by Application (2023-2029) & (US$ Million)
    Figure 6. Global Data Science Platform Services Market Share by Application: 2022 VS 2029
    Figure 7. Marketing Case Studies
    Figure 8. Sales Case Studies
    Figure 9. Logistics Case Studies
    Figure 10. Finance and Accounting Case Studies
    Figure 11. Customer Support Case Studies
    Figure 12. Others Case Studies
    Figure 13. Data Science Platform Services Report Years Considered
    Figure 14. Global Data Science Platform Services Market Size (US$ Million), Year-over-Year: 2018-2029
    Figure 15. Global Data Science Platform Services Market Size, (US$ Million), 2018 VS 2022 VS 2029
    Figure 16. Global Data Science Platform Services Market Share by Region: 2022 VS 2029
    Figure 17. Global Data Science Platform Services Market Share by Players in 2022
    Figure 18. Global Top Data Science Platform Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Science Platform Services as of 2022)
    Figure 19. The Top 10 and 5 Players Market Share by Data Science Platform Services Revenue in 2022
    Figure 20. North America Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 21. North America Data Science Platform Services Market Share by Country (2018-2029)
    Figure 22. United States Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 23. Canada Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 24. Europe Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 25. Europe Data Science Platform Services Market Share by Country (2018-2029)
    Figure 26. Germany Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 27. France Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 28. U.K. Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 29. Italy Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 30. Russia Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 31. Nordic Countries Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 32. Asia-Pacific Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 33. Asia-Pacific Data Science Platform Services Market Share by Region (2018-2029)
    Figure 34. China Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 35. Japan Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 36. South Korea Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 37. Southeast Asia Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 38. India Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 39. Australia Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 40. Latin America Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 41. Latin America Data Science Platform Services Market Share by Country (2018-2029)
    Figure 42. Mexico Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 43. Brazil Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 44. Middle East & Africa Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 45. Middle East & Africa Data Science Platform Services Market Share by Country (2018-2029)
    Figure 46. Turkey Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 47. Saudi Arabia Data Science Platform Services Market Size YoY Growth (2018-2029) & (US$ Million)
    Figure 48. IBM Corporation Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 49. Microsoft Corporation Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 50. Alphabet Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 51. Altair Engineering Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 52. Alteryx Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 53. MathWorks Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 54. SAS Institute Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 55. RapidMiner Revenue Growth Rate in Data Science Platform Services Business (2018-2023)
    Figure 56. Bottom-up and Top-down Approaches for This Report
    Figure 57. Data Triangulation
    Figure 58. Key Executives Interviewed
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