2025-2029年全球机器学习课程市场

全球机器学习课程市场预计在2024年至2029年间成长182.775亿美元，预测期内复合年增长率（CAGR）为20.7%。本报告对全球机器学习课程市场进行了全面分析，包括市场规模和预测、趋势、成长要素和挑战，以及对约25家公司的供应商分析。

该报告对当前市场状况、最新趋势和驱动因素以及整体市场环境进行了最新分析。市场成长的驱动因素包括对技术纯熟劳工的需求不断增长、企业广泛开展培训倡议以及政府和机构对人工智慧教育的支持。

本研究采用客观的方法，结合一手和二手讯息，包括来自主要行业相关人员的意见。报告包含对主要企业的分析、全面的市场规模数据、区域細項分析以及供应商格局。报告提供历史数据和预测数据。

研究指出，生成式人工智慧的变革性整合是未来几年推动全球机器学习课程市场成长的主要因素之一。此外，产业专用的和专业化机器学习课程的兴起，以及产学研合作日益密切的，预计也将显着提升市场需求。

目录

第一章执行摘要

第二章 Technavio 分析

• 价格、生命週期、顾客购买篮、采用率和购买标准分析
• 投入与差异化因素的重要性
• 混淆来源
• 驱动因素和挑战的影响

第三章 市场情势

• 市场生态系统
• 市场特征
• 价值链分析

第四章 市场规模

• 市场定义
• 市场区隔分析
• 2024年市场规模
• 2024-2029年市场展望

第五章 市场规模表现

• 2019-2023年全球机器学习课程市场
• 2019-2023年课程細項分析
• 2019-2023年按配送方式分類的细分市场分析
• 2019-2023年最终用户细分市场分析
• 2019-2023年区域细分市场分析
• 2019-2023年国家细分市场分析

第六章五力分析

• 五力分析概述
• 买方的议价能力
• 供应商的议价能力
• 新进入者的威胁
• 替代品的威胁
• 竞争威胁
• 市场状况

第七章 按课程分類的市场区隔

• 比较：按课程
• 初级课程
• 中级课程
• 高级课程
• 认证项目
• 市场机会：按课程划分

8. 依交付方式进行市场区隔

• 比较：依运输方式
• 线上自学
• 由讲师主导的线上课程
• 混合式学习
• 线下研讨会和训练营
• 按交付方式分類的市场机会

9. 按最终用户进行市场区隔

• 比较：按最终用户
• 高等教育和学术机构
• 专业及企业培训
• 个别学习者
• 按最终用户分類的市场机会

第十章 客户情况

第十一章 区域情势

• 区域细分
• 区域比较
• 北美洲
  • 美国
  • 加拿大
  • 墨西哥
• 亚太地区
  • 印度
  • 中国
  • 日本
  • 韩国
  • 澳洲
  • 印尼
• 欧洲
  • 英国
  • 德国
  • 法国
  • 义大利
  • 荷兰
  • 西班牙
• 南美洲
  • 巴西
  • 阿根廷
  • 哥伦比亚
• 中东和非洲
  • 南非
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 以色列
  • 土耳其
• 各区域的市场机会

第十二章：驱动因素、挑战与机会

• 市场驱动因素
• 市场挑战
• 驱动因素和挑战的影响
• 市场机会

第十三章 竞争格局

• 概述
• 竞争格局
• 令人困惑的局面
• 产业风险

第十四章 竞争分析

• 公司简介
• 企业排名指数
• 公司市场定位
• Coursera Inc.
• DataCamp Inc.
• DeepLearning.AI
• edX LLC
• Google LLC
• Harvard University
• IBM Corp.
• Kaggle Inc.
• LinkedIn Corp.
• Massachusetts Institute of Technology
• Scholiverse Educare Pvt. Ltd.
• Simplilearn Solutions
• Stanford University
• Udacity Inc.
• Udemy Inc.

第十五章附录

The global machine learning courses market is forecasted to grow by USD 18277.5 mn during 2024-2029, accelerating at a CAGR of 20.7% during the forecast period. The report on the global machine learning courses market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by escalating demand for a skilled workforce, proliferation of corporate training initiatives, government and institutional support for AI education.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global machine learning courses market is segmented as below:

By Courses

• Beginner--level courses
• Intermediate-level courses
• Advanced-level courses
• Certification programs

By Delivery Mode

• Online self-paced
• Instructor-led online
• Blended learning
• In-person workshops and bootcamps

By End-User

• Higher education and academic
• Professional and corporate training
• Individual learner

Geography

• North America
  • US
  • Canada
  • Mexico
• APAC
  • India
  • China
  • Japan
  • South Korea
  • Australia
  • Indonesia
• Europe
  • UK
  • Germany
  • France
  • Italy
  • The Netherlands
  • Spain
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East and Africa
  • South Africa
  • UAE
  • Turkey
• Rest of World (ROW)

This study identifies the transformative integration of generative artificial intelligence as one of the prime reasons driving the global machine learning courses market growth during the next few years. Also, ascendancy of industry specific and specialized machine learning courses and strengthening symbiosis between industry and academia will lead to sizable demand in the market.

The report on the global machine learning courses market covers the following areas:

• Global machine learning courses market sizing
• Global machine learning courses market forecast
• Global machine learning courses market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global machine learning courses market vendors that include Coursera Inc., DataCamp Inc., DeepLearning.AI, edX LLC, Google LLC, Harvard University, IBM Corp., Kaggle Inc., LinkedIn Corp., Massachusetts Institute of Technology, Sanchhaya Education Pvt. Ltd., Scholiverse Educare Pvt. Ltd., Simplilearn Solutions, Stanford University, Udacity Inc., Udemy Inc., University of London, University of Toronto. Also, the global machine learning courses market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

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 Courses
  • Executive Summary - Chart on Market Segmentation by Delivery Mode
  • Executive Summary - Chart on Market Segmentation by End-user
  • 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
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global Machine Learning Courses Market 2019 - 2023
  • Historic Market Size - Data Table on Global Machine Learning Courses Market 2019 - 2023 ($ million)
• 5.2 Courses segment analysis 2019 - 2023
  • Historic Market Size - Courses Segment 2019 - 2023 ($ million)
• 5.3 Delivery Mode segment analysis 2019 - 2023
  • Historic Market Size - Delivery Mode Segment 2019 - 2023 ($ million)
• 5.4 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition

7 Market Segmentation by Courses

• 7.1 Market segments
• 7.2 Comparison by Courses
• 7.3 Beginner--level courses - Market size and forecast 2024-2029
• 7.4 Intermediate-level courses - Market size and forecast 2024-2029
• 7.5 Advanced-level courses - Market size and forecast 2024-2029
• 7.6 Certification programs - Market size and forecast 2024-2029
• 7.7 Market opportunity by Courses
  • Market opportunity by Courses ($ million)

8 Market Segmentation by Delivery Mode

• 8.1 Market segments
• 8.2 Comparison by Delivery Mode
• 8.3 Online self-paced - Market size and forecast 2024-2029
• 8.4 Instructor-led online - Market size and forecast 2024-2029
• 8.5 Blended learning - Market size and forecast 2024-2029
• 8.6 In-person workshops and bootcamps - Market size and forecast 2024-2029
• 8.7 Market opportunity by Delivery Mode
  • Market opportunity by Delivery Mode ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 Higher education and academic - Market size and forecast 2024-2029
• 9.4 Professional and corporate training - Market size and forecast 2024-2029
• 9.5 Individual learner - Market size and forecast 2024-2029
• 9.6 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
• 11.2 Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • 11.3.1 US - Market size and forecast 2024-2029
  • 11.3.2 Canada - Market size and forecast 2024-2029
  • 11.3.3 Mexico - Market size and forecast 2024-2029
• 11.4 APAC - Market size and forecast 2024-2029
  • 11.4.1 India - Market size and forecast 2024-2029
  • 11.4.2 China - Market size and forecast 2024-2029
  • 11.4.3 Japan - Market size and forecast 2024-2029
  • 11.4.4 South Korea - Market size and forecast 2024-2029
  • 11.4.5 Australia - Market size and forecast 2024-2029
  • 11.4.6 Indonesia - Market size and forecast 2024-2029
• 11.5 Europe - Market size and forecast 2024-2029
  • 11.5.1 UK - Market size and forecast 2024-2029
  • 11.5.2 Germany - Market size and forecast 2024-2029
  • 11.5.3 France - Market size and forecast 2024-2029
  • 11.5.4 Italy - Market size and forecast 2024-2029
  • 11.5.5 The Netherlands - Market size and forecast 2024-2029
  • 11.5.6 Spain - Market size and forecast 2024-2029
• 11.6 South America - Market size and forecast 2024-2029
  • 11.6.1 Brazil - Market size and forecast 2024-2029
  • 11.6.2 Argentina - Market size and forecast 2024-2029
  • 11.6.3 Colombia - Market size and forecast 2024-2029
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • 11.7.1 South Africa - Market size and forecast 2024-2029
  • 11.7.2 Saudi Arabia - Market size and forecast 2024-2029
  • 11.7.3 UAE - Market size and forecast 2024-2029
  • 11.7.4 Israel - Market size and forecast 2024-2029
  • 11.7.5 Turkey - Market size and forecast 2024-2029
• 11.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

• 12.1 Market drivers
  • Escalating demand for a skilled workforce
  • Proliferation of corporate training initiatives
  • Government and institutional support for AI education
• 12.2 Market challenges
  • Widening gap between academic curricula and industry demands
  • Accessibility of quality machine learning education
  • Ethical considerations and need for responsible AI integration in curricula
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities
  • Transformative integration of generative artificial intelligence
  • Ascendancy of industry specific and specialized machine learning courses
  • Strengthening symbiosis between industry and academia

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Coursera Inc.
  • Coursera Inc. - Overview
  • Coursera Inc. - Business segments
  • Coursera Inc. - Key news
  • Coursera Inc. - Key offerings
  • Coursera Inc. - Segment focus
  • SWOT
• 14.5 DataCamp Inc.
  • DataCamp Inc. - Overview
  • DataCamp Inc. - Product / Service
  • DataCamp Inc. - Key offerings
  • SWOT
• 14.6 DeepLearning.AI
  • DeepLearning.AI - Overview
  • DeepLearning.AI - Product / Service
  • DeepLearning.AI - Key offerings
  • SWOT
• 14.7 edX LLC
  • edX LLC - Overview
  • edX LLC - Product / Service
  • edX LLC - Key offerings
  • SWOT
• 14.8 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 14.9 Harvard University
  • Harvard University - Overview
  • Harvard University - Product / Service
  • Harvard University - Key offerings
  • SWOT
• 14.10 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 14.11 Kaggle Inc.
  • Kaggle Inc. - Overview
  • Kaggle Inc. - Product / Service
  • Kaggle Inc. - Key offerings
  • SWOT
• 14.12 LinkedIn Corp.
  • LinkedIn Corp. - Overview
  • LinkedIn Corp. - Product / Service
  • LinkedIn Corp. - Key offerings
  • SWOT
• 14.13 Massachusetts Institute of Technology
  • Massachusetts Institute of Technology - Overview
  • Massachusetts Institute of Technology - Product / Service
  • Massachusetts Institute of Technology - Key offerings
  • SWOT
• 14.14 Scholiverse Educare Pvt. Ltd.
  • Scholiverse Educare Pvt. Ltd. - Overview
  • Scholiverse Educare Pvt. Ltd. - Product / Service
  • Scholiverse Educare Pvt. Ltd. - Key offerings
  • SWOT
• 14.15 Simplilearn Solutions
  • Simplilearn Solutions - Overview
  • Simplilearn Solutions - Product / Service
  • Simplilearn Solutions - Key offerings
  • SWOT
• 14.16 Stanford University
  • Stanford University - Overview
  • Stanford University - Product / Service
  • Stanford University - Key offerings
  • SWOT
• 14.17 Udacity Inc.
  • Udacity Inc. - Overview
  • Udacity Inc. - Product / Service
  • Udacity Inc. - Key offerings
  • SWOT
• 14.18 Udemy Inc.
  • Udemy Inc. - Overview
  • Udemy Inc. - Business segments
  • Udemy Inc. - Key news
  • Udemy Inc. - Key offerings
  • Udemy Inc. - Segment focus
  • SWOT

15 Appendix

• 15.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations