1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Language
- Executive Summary - Chart on Market Segmentation by Method
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
- 5.1 Global Online Data Science Training Programs Market 2019 - 2023
- Historic Market Size - Data Table on Global Online Data Science Training Programs Market 2019 - 2023 ($ million)
- 5.2 Type segment analysis 2019 - 2023
- Historic Market Size - Type Segment 2019 - 2023 ($ million)
- 5.3 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.4 Language segment analysis 2019 - 2023
- Historic Market Size - Language Segment 2019 - 2023 ($ million)
- 5.5 Method segment analysis 2019 - 2023
- Historic Market Size - Method Segment 2019 - 2023 ($ million)
- 5.6 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.7 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Qualitative Analysis
- 6.1 Impact of AI on Global Online Data Science Training Programs Market
7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 7.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
8 Market Segmentation by Type
- 8.1 Market segments
- Chart on Type - Market share 2024-2029 (%)
- Data Table on Type - Market share 2024-2029 (%)
- 8.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
- 8.3 Professional degree courses - Market size and forecast 2024-2029
- Chart on Professional degree courses - Market size and forecast 2024-2029 ($ million)
- Data Table on Professional degree courses - Market size and forecast 2024-2029 ($ million)
- Chart on Professional degree courses - Year-over-year growth 2024-2029 (%)
- Data Table on Professional degree courses - Year-over-year growth 2024-2029 (%)
- 8.4 Certification courses - Market size and forecast 2024-2029
- Chart on Certification courses - Market size and forecast 2024-2029 ($ million)
- Data Table on Certification courses - Market size and forecast 2024-2029 ($ million)
- Chart on Certification courses - Year-over-year growth 2024-2029 (%)
- Data Table on Certification courses - Year-over-year growth 2024-2029 (%)
- 8.5 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)
9 Market Segmentation by Application
- 9.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 9.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 9.3 Students - Market size and forecast 2024-2029
- Chart on Students - Market size and forecast 2024-2029 ($ million)
- Data Table on Students - Market size and forecast 2024-2029 ($ million)
- Chart on Students - Year-over-year growth 2024-2029 (%)
- Data Table on Students - Year-over-year growth 2024-2029 (%)
- 9.4 Working professionals - Market size and forecast 2024-2029
- Chart on Working professionals - Market size and forecast 2024-2029 ($ million)
- Data Table on Working professionals - Market size and forecast 2024-2029 ($ million)
- Chart on Working professionals - Year-over-year growth 2024-2029 (%)
- Data Table on Working professionals - Year-over-year growth 2024-2029 (%)
- 9.5 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
10 Market Segmentation by Language
- 10.1 Market segments
- Chart on Language - Market share 2024-2029 (%)
- Data Table on Language - Market share 2024-2029 (%)
- 10.2 Comparison by Language
- Chart on Comparison by Language
- Data Table on Comparison by Language
- 10.3 R programming - Market size and forecast 2024-2029
- Chart on R programming - Market size and forecast 2024-2029 ($ million)
- Data Table on R programming - Market size and forecast 2024-2029 ($ million)
- Chart on R programming - Year-over-year growth 2024-2029 (%)
- Data Table on R programming - Year-over-year growth 2024-2029 (%)
- 10.4 Python - Market size and forecast 2024-2029
- Chart on Python - Market size and forecast 2024-2029 ($ million)
- Data Table on Python - Market size and forecast 2024-2029 ($ million)
- Chart on Python - Year-over-year growth 2024-2029 (%)
- Data Table on Python - Year-over-year growth 2024-2029 (%)
- 10.5 Big ML - Market size and forecast 2024-2029
- Chart on Big ML - Market size and forecast 2024-2029 ($ million)
- Data Table on Big ML - Market size and forecast 2024-2029 ($ million)
- Chart on Big ML - Year-over-year growth 2024-2029 (%)
- Data Table on Big ML - Year-over-year growth 2024-2029 (%)
- 10.6 SAS - Market size and forecast 2024-2029
- Chart on SAS - Market size and forecast 2024-2029 ($ million)
- Data Table on SAS - Market size and forecast 2024-2029 ($ million)
- Chart on SAS - Year-over-year growth 2024-2029 (%)
- Data Table on SAS - Year-over-year growth 2024-2029 (%)
- 10.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 10.8 Market opportunity by Language
- Market opportunity by Language ($ million)
- Data Table on Market opportunity by Language ($ million)
11 Market Segmentation by Method
- 11.1 Market segments
- Chart on Method - Market share 2024-2029 (%)
- Data Table on Method - Market share 2024-2029 (%)
- 11.2 Comparison by Method
- Chart on Comparison by Method
- Data Table on Comparison by Method
- 11.3 Live streaming - Market size and forecast 2024-2029
- Chart on Live streaming - Market size and forecast 2024-2029 ($ million)
- Data Table on Live streaming - Market size and forecast 2024-2029 ($ million)
- Chart on Live streaming - Year-over-year growth 2024-2029 (%)
- Data Table on Live streaming - Year-over-year growth 2024-2029 (%)
- 11.4 Recorded - Market size and forecast 2024-2029
- Chart on Recorded - Market size and forecast 2024-2029 ($ million)
- Data Table on Recorded - Market size and forecast 2024-2029 ($ million)
- Chart on Recorded - Year-over-year growth 2024-2029 (%)
- Data Table on Recorded - Year-over-year growth 2024-2029 (%)
- 11.5 Market opportunity by Method
- Market opportunity by Method ($ million)
- Data Table on Market opportunity by Method ($ million)
12 Customer Landscape
- 12.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
13 Geographic Landscape
- 13.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 13.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 13.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- 13.4 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- 13.5 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- 13.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- 13.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- 13.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 13.9 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 13.10 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 13.11 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 13.12 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- 13.13 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 13.14 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 13.15 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 13.16 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- 13.17 Brazil - Market size and forecast 2024-2029
- Chart on Brazil - Market size and forecast 2024-2029 ($ million)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
- 13.18 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
14 Drivers, Challenges, and Opportunity/Restraints
- 14.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 14.4 Market opportunities/restraints
15 Competitive Landscape
- 15.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 15.3 Landscape disruption
- Overview on factors of disruption
- 15.4 Industry risks
- Impact of key risks on business
16 Competitive Analysis
- 16.2 Company ranking index
- 16.3 Market positioning of companies
- Matrix on companies position and classification
- 2U Inc.
- 2U Inc. - Overview
- 2U Inc. - Business segments
- 2U Inc. - Key news
- 2U Inc. - Key offerings
- 2U Inc. - Segment focus
- SWOT
- 16.5 AnalytixLabs
- AnalytixLabs - Overview
- AnalytixLabs - Product / Service
- AnalytixLabs - Key offerings
- SWOT
- 16.6 Coursera Inc.
- Coursera Inc. - Overview
- Coursera Inc. - Business segments
- Coursera Inc. - Key news
- Coursera Inc. - Key offerings
- Coursera Inc. - Segment focus
- SWOT
- 16.7 DataCamp Inc.
- DataCamp Inc. - Overview
- DataCamp Inc. - Product / Service
- DataCamp Inc. - Key offerings
- SWOT
- 16.8 Dataquest Labs Inc.
- Dataquest Labs Inc. - Overview
- Dataquest Labs Inc. - Product / Service
- Dataquest Labs Inc. - Key offerings
- SWOT
- 16.9 Harvard University
- Harvard University - Overview
- Harvard University - Product / Service
- Harvard University - Key offerings
- SWOT
- 16.10 Intellipaat Software Solutions Pvt. Ltd.
- Intellipaat Software Solutions Pvt. Ltd. - Overview
- Intellipaat Software Solutions Pvt. Ltd. - Product / Service
- Intellipaat Software Solutions Pvt. Ltd. - Key offerings
- SWOT
- 16.11 Kaplan Inc.
- Kaplan Inc. - Overview
- Kaplan Inc. - Product / Service
- Kaplan Inc. - Key offerings
- SWOT
- 16.12 Manipal Academy of Higher Education
- Manipal Academy of Higher Education - Overview
- Manipal Academy of Higher Education - Product / Service
- Manipal Academy of Higher Education - Key offerings
- SWOT
- 16.13 NIIT Ltd.
- NIIT Ltd. - Overview
- NIIT Ltd. - Product / Service
- NIIT Ltd. - Key news
- NIIT Ltd. - Key offerings
- SWOT
- 16.14 NYC Data Science Academy
- NYC Data Science Academy - Overview
- NYC Data Science Academy - Product / Service
- NYC Data Science Academy - Key offerings
- SWOT
- 16.15 Simplilearn Solutions Pvt. Ltd.
- Simplilearn Solutions Pvt. Ltd. - Overview
- Simplilearn Solutions Pvt. Ltd. - Product / Service
- Simplilearn Solutions Pvt. Ltd. - Key offerings
- SWOT
- 16.16 Udacity Inc.
- Udacity Inc. - Overview
- Udacity Inc. - Product / Service
- Udacity Inc. - Key offerings
- SWOT
- 16.17 Udemy Inc.
- Udemy Inc. - Overview
- Udemy Inc. - Business segments
- Udemy Inc. - Key news
- Udemy Inc. - Key offerings
- Udemy Inc. - Segment focus
- SWOT
- 16.18 upGrad Education Pvt. Ltd.
- upGrad Education Pvt. Ltd. - Overview
- upGrad Education Pvt. Ltd. - Product / Service
- upGrad Education Pvt. Ltd. - Key offerings
- SWOT
17 Appendix
- 17.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 17.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 17.4 Research methodology
- 17.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 17.9 360 degree market analysis
- 360 degree market analysis
- 17.10 List of abbreviations