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機器學習的全球市場:考察與預測 (到2028年)
市場調查報告書
商品編碼
1151771

機器學習的全球市場:考察與預測 (到2028年)

Global Machine Learning Market Insights and Forecast to 2028
出版日期: | 出版商: QYResearch | 英文 157 Pages | 商品交期: 2-3個工作天內

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由於COVID-19大流行和俄羅斯、烏克蘭戰爭的影響，全球機器學習的市場規模，預計2022年達到210億3,550萬美元，至2028年達1,406億2,179萬美元的修正規模，在預測期間內 (2022年～2028年) 以37.25％的年複合成長率成長。

北美的機器學習市場，預計從2022年的77億5,693萬美元，2028年達到464億6,373萬美元，在預測期間內 (2022年～2028年) 以34.58％的年複合成長率成長。

亞太地區的機器學習市場，預計從2022年的62億3,661萬美元，2028年達到456億6,813萬美元，在預測期間內 (2022年～2028年) 以39.34％的年複合成長率成長。

歐洲的機器學習市場，預計從2022年的51億4,641萬美元，2028年達到359億459萬美元，在預測期間內 (2022年～2028年) 以38.64％的年複合成長率成長。

本報告提供全球機器學習 (ML) 的市場相關分析，各類型、各用途、各地區 (各國) 的市場趨勢預測 (2017年～2028年)，主要企業的簡介等相關調查。

目錄

第1章 調查概要

  • 調查範圍
  • 各種類的市場分析
    • 市場規模、成長率:各類型 (2017年、2021年、2028年)
    • 有教師學習
    • 半有教師學習
    • 無教師學習
    • 強化學習
  • 各用途的市場
    • 市場佔有率:各用途 (2017年、2021年、2028年)
    • 行銷、廣告
    • 詐騙偵測、風險管理
    • 電腦視覺
    • 保全、監視
    • 預測分析
    • 擴增實境、虛擬實境 (AR/VR)
    • 其他
  • 分析對象
  • 分析期間

第2章 全球成長趨勢

  • 全球機器學習市場展望 (2017年～2028年)
  • 機器學習的成長趨勢:各地區
  • 機器學習的市場動態

第3章 各主要企業的競爭情形

  • 主要機器學習企業的收益
  • 市場佔有率:企業的各類型 (第一級，第二級，第三級)
  • 分析對象企業:機器學習的各收益的排行榜
  • 全球機器學習市場集中度
  • 機器學習的主要企業:總公司、提供區域
  • 機器學習的主要企業:產品、解決方案、服務
  • 機器學習市場的進入時期
  • 企業合併、收購 (M&A)，擴張計劃

第4章 機器學習:各種類的明細資料

  • 過去的市場規模:各類型 (2017年～2022年)
  • 市場規模的預測:各類型 (2023年～2028年)

第5章 機器學習:各用途的明細資料

  • 過去的市場規模:各用途 (2017年～2022年)
  • 市場規模的預測:各用途 (2023年～2028年)

第6章 北美

  • 北美的機器學習的市場規模 (2017年～2028年)
  • 機器學習的市場規模:各類型
  • 機器學習的市場規模:各用途
  • 機器學習的市場規模:各國
    • 美國
    • 加拿大

第7章 歐洲

  • 歐洲的機器學習的市場規模 (2017年～2028年)
  • 機器學習的市場規模:各類型
  • 機器學習的市場規模:各用途
  • 機器學習的市場規模:各國
    • 德國
    • 法國
    • 英國
    • 義大利
    • 俄羅斯

第8章 亞太地區

  • 亞太地區的機器學習的市場規模 (2017年～2028年)
  • 機器學習的市場規模:各類型
  • 機器學習的市場規模:各用途
  • 機器學習的市場規模:各國
    • 中國
    • 日本
    • 韓國
    • 東南亞
    • 印度
    • 澳洲

第9章 南美

  • 南美的機器學習的市場規模 (2017年～2028年)
  • 機器學習的市場規模:各類型
  • 機器學習的市場規模:各用途
  • 機器學習的市場規模:各國
    • 墨西哥
    • 巴西

第10章 中東、非洲

  • 中東、非洲的機器學習的市場規模 (2017年～2028年)
  • 機器學習的市場規模:各類型
  • 機器學習的市場規模:各用途
  • 機器學習的市場規模:各國
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 埃及
    • 南非

第11章 主要企業的簡介

  • IBM
  • Dell Technologies
  • Hewlett Packard Enterprise Development LP
  • Oracle Corporation
  • Google Inc.
  • SAP SE
  • SAS Institute Inc.
  • Fair Isaac Corporation
  • Baidu, Inc.
  • Intel Corporation
  • Amazon Web Services, Inc.
  • Microsoft Corporation
  • Yottamine Analytics
  • H2o.AI
  • Databricks
  • BigML, Inc.
  • Dataiku
  • Veritone

第12章 分析師的見解/結論

第13章 附錄

Market Analysis and Insights:

Due to the COVID-19 pandemic and Russia-Ukraine War Influence, the global market for Machine Learning estimated at US$ 21,035.50 million in the year 2022, is projected to reach a revised size of US$ 140,621.79 million by 2028, growing at a CAGR of 37.25% during the forecast period 2022-2028.

The North America market for Machine Learning is estimated to increase from $ 7,756.93 million in 2022 to reach $ 46,463.73 million by 2028, at a CAGR of 34.58% during the forecast period of 2022 through 2028.

The Asia-Pacific market for Machine Learning is estimated to increase from $ 6,236.61 million in 2022 to reach $ 45,668.13 million by 2028, at a CAGR of 39.34% during the forecast period of 2022 through 2028.

The Europe market for Machine Learning is estimated to increase from $ 5,146.41 million in 2022 to reach $ 35,904.59 million by 2028, at a CAGR of 38.64% during the forecast period of 2022 through 2028.

The global key companies of Machine Learning include IBM, Dell, HPE, Oracle, Google, etc. In 2021, the global top five players had a share approximately 31.34% in terms of revenue.

Report Includes:

This report presents an overview of global market for Machine Learning market size. Analyses of the global market trends, with historic market revenue data for 2017 - 2021, estimates for 2022, and projections of CAGR through 2028.

This report researches the key producers of Machine Learning, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Machine Learning, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.

This report focuses on the Machine Learning revenue, market share and industry ranking of main companies, data from 2017 to 2022. Identification of the major stakeholders in the global Machine Learning market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.

This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2017 to 2028. Evaluation and forecast the market size for Machine Learning revenue, projected growth trends, production technology, application and end-user industry.

Descriptive company profiles of the major global players, including IBM, Microsoft Corporation, SAP SE, Intel Corporation, SAS Institute Inc., Amazon Web Services, Inc., BigML, Inc., Google Inc., and Fair Isaac Corporation, etc.

By Company

  • IBM
  • Dell
  • HPE
  • Oracle
  • Google
  • SAP
  • SAS Institute
  • Fair Isaac Corporation (FICO)
  • Baidu
  • Intel
  • Amazon Web Services
  • Microsoft
  • Yottamine Analytics
  • H2O.ai
  • Databricks
  • BigML
  • Dataiku
  • Veritone

Segment by Type

  • Supervised Learning
  • Semi-supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

Segment by Application

  • Marketing and Advertising
  • Fraud Detection and Risk Management
  • Computer Vision
  • Security and Surveillance
  • Predictive Analytics
  • Augmented and Virtual Reality
  • Others

By Region

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

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product 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: Revenue of Machine Learning in global and regional level. 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. 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 Machine Learning companies competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides the analysis of various market segments by Type, covering the revenue, 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 revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 6: North America by Type, by Application and by country, revenue for each segment.

Chapter 7: Europe by Type, by Application and by country, revenue for each segment.

Chapter 8: Asia Pacific by Type, by Application and by region, revenue for each segment.

Chapter 9: Latin America by Type, by Application and by country, revenue for each segment.

Chapter 10: Middle East and Africa by Type, by Application and by country, revenue for each segment.

Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Machine Learningrevenue, gross margin, and recent development, etc.

Chapter 12: Analyst's Viewpoints/Conclusions

TABLE OF CONTENTS

1 Report Overview

  • 1.1 Study Scope
  • 1.2 Market Analysis by Type
    • 1.2.1 Global Machine Learning Market Size Growth Rate by Type: 2017 VS 2022 VS 2028
    • 1.2.2 Supervised Learning
    • 1.2.3 Semi-supervised Learning
    • 1.2.4 Unsupervised Learning
    • 1.2.5 Reinforcement Learning
  • 1.3 Market by Application
    • 1.3.1 Global Machine Learning Market Share by Application: 2017 VS 2022 VS 2028
    • 1.3.2 Marketing and Advertising
    • 1.3.3 Fraud Detection and Risk Management
    • 1.3.4 Computer Vision
    • 1.3.5 Security and Surveillance
    • 1.3.6 Predictive Analytics
    • 1.3.7 Augmented and Virtual Reality
    • 1.3.8 Others
  • 1.4 Study Objectives
  • 1.5 Years Considered

2 Global Growth Trends

  • 2.1 Global Machine Learning Market Perspective (2017-2028)
  • 2.2 Machine Learning Growth Trends by Region
    • 2.2.1 Machine Learning Market Size by Region: 2017 VS 2022 VS 2028
    • 2.2.2 Machine Learning Historic Market Size by Region (2017-2022)
    • 2.2.3 Machine Learning Forecasted Market Size by Region (2023-2028)
  • 2.3 Machine Learning Market Dynamics
    • 2.3.1 Machine Learning Industry Trends
    • 2.3.2 Machine Learning Market Drivers
    • 2.3.3 Machine Learning Market Challenges
    • 2.3.4 Machine Learning Market Restraints

3 Competition Landscape by Key Players

  • 3.1 Global Top Machine Learning Players by Revenue
    • 3.1.1 Global Top Machine Learning Players by Revenue (2017-2022)
    • 3.1.2 Global Machine Learning Revenue Market Share by Players (2017-2022)
  • 3.2 Global Machine Learning Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
  • 3.3 Players Covered: Ranking by Machine Learning Revenue
  • 3.4 Global Machine Learning Market Concentration Ratio
    • 3.4.1 Global Machine Learning Market Concentration Ratio (CR5 and HHI)
    • 3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Revenue in 2021
  • 3.5 Machine Learning Key Players Head office and Area Served
  • 3.6 Key Players Machine Learning Product Solution and Service
  • 3.7 Date of Enter into Machine Learning Market
  • 3.8 Mergers & Acquisitions, Expansion Plans

4 Machine Learning Breakdown Data by Type

  • 4.1 Global Machine Learning Historic Market Size by Type (2017-2022)
  • 4.2 Global Machine Learning Forecasted Market Size by Type (2023-2028)

5 Machine Learning Breakdown Data by Application

  • 5.1 Global Machine Learning Historic Market Size by Application (2017-2022)
  • 5.2 Global Machine Learning Forecasted Market Size by Application (2023-2028)

6 North America

  • 6.1 North America Machine Learning Market Size (2017-2028)
  • 6.2 North America Machine Learning Market Size by Type
    • 6.2.1 North America Machine Learning Market Size by Type (2017-2022)
    • 6.2.2 North America Machine Learning Market Size by Type (2023-2028)
    • 6.2.3 North America Machine Learning Market Share by Type (2017-2028)
  • 6.3 North America Machine Learning Market Size by Application
    • 6.3.1 North America Machine Learning Market Size by Application (2017-2022)
    • 6.3.2 North America Machine Learning Market Size by Application (2023-2028)
    • 6.3.3 North America Machine Learning Market Share by Application (2017-2028)
  • 6.4 North America Machine Learning Market Size by Country
    • 6.4.1 North America Machine Learning Market Size by Country (2017-2022)
    • 6.4.2 North America Machine Learning Market Share by Country (2023-2028)
    • 6.4.3 United States
    • 6.4.4 Canada

7 Europe

  • 7.1 Europe Machine Learning Market Size (2017-2028)
  • 7.2 Europe Machine Learning Market Size by Type
    • 7.2.1 Europe Machine Learning Market Size by Type (2017-2022)
    • 7.2.2 Europe Machine Learning Market Size by Type (2023-2028)
    • 7.2.3 Europe Machine Learning Market Share by Type (2017-2028)
  • 7.3 Europe Machine Learning Market Size by Application
    • 7.3.1 Europe Machine Learning Market Size by Application (2017-2022)
    • 7.3.2 Europe Machine Learning Market Size by Application (2023-2028)
    • 7.3.3 Europe Machine Learning Market Share by Application (2017-2028)
  • 7.4 Europe Machine Learning Market Size by Country
    • 7.4.1 Europe Machine Learning Market Size by Country (2017-2022)
    • 7.4.2 Europe Machine Learning Market Size by Country (2023-2028)
    • 7.4.3 Germany
    • 7.4.4 France
    • 7.4.5 U.K.
    • 7.4.6 Italy
    • 7.4.7 Russia

8 Asia-Pacific

  • 8.1 Asia-Pacific Machine Learning Market Size (2017-2028)
  • 8.2 Asia-Pacific Machine Learning Market Size by Type
    • 8.2.1 Asia-Pacific Machine Learning Market Size by Type (2017-2022)
    • 8.2.2 Asia-Pacific Machine Learning Market Size by Type (2023-2028)
    • 8.2.3 Asia-Pacific Machine Learning Market Share by Type (2017-2028)
  • 8.3 Asia-Pacific Machine Learning Market Size by Application
    • 8.3.1 Asia-Pacific Machine Learning Market Size by Application (2017-2022)
    • 8.3.2 Asia-Pacific Machine Learning Market Size by Application (2023-2028)
    • 8.3.3 Asia-Pacific Machine Learning Market Share by Application (2017-2028)
  • 8.4 Asia-Pacific Machine Learning Market Size by Region
    • 8.4.1 Asia-Pacific Machine Learning Market Size by Region (2017-2022)
    • 8.4.2 Asia-Pacific Machine Learning Market Size by Region (2023-2028)
    • 8.4.3 China
    • 8.4.4 Japan
    • 8.4.5 South Korea
    • 8.4.6 Southeast Asia
    • 8.4.7 India
    • 8.4.8 Australia

9 Latin America

  • 9.1 Latin America Machine Learning Market Size (2017-2028)
  • 9.2 Latin America Machine Learning Market Size by Type
    • 9.2.1 Latin America Machine Learning Market Size by Type (2017-2022)
    • 9.2.2 Latin America Machine Learning Market Size by Type (2023-2028)
    • 9.2.3 Latin America Machine Learning Market Share by Type (2017-2028)
  • 9.3 Latin America Machine Learning Market Size by Application
    • 9.3.1 Latin America Machine Learning Market Size by Application (2017-2022)
    • 9.3.2 Latin America Machine Learning Market Size by Application (2023-2028)
    • 9.3.3 Latin America Machine Learning Market Share by Application (2017-2028)
  • 9.4 Latin America Machine Learning Market Size by Country
    • 9.4.1 Latin America Machine Learning Market Size by Country (2017-2022)
    • 9.4.2 Latin America Machine Learning Market Size by Country (2023-2028)
    • 9.4.3 Mexico
    • 9.4.4 Brazil

10 Middle East & Africa

  • 10.1 Middle East & Africa Machine Learning Market Size (2017-2028)
  • 10.2 Middle East & Africa Machine Learning Market Size by Type
    • 10.2.1 Middle East & Africa Machine Learning Market Size by Type (2017-2022)
    • 10.2.2 Middle East & Africa Machine Learning Market Size by Type (2023-2028)
    • 10.2.3 Middle East & Africa Machine Learning Market Share by Type (2017-2028)
  • 10.3 Middle East & Africa Machine Learning Market Size by Application
    • 10.3.1 Middle East & Africa Machine Learning Market Size by Application (2017-2022)
    • 10.3.2 Middle East & Africa Machine Learning Market Size by Application (2023-2028)
    • 10.3.3 Middle East & Africa Machine Learning Market Share by Application (2017-2028)
  • 10.4 Middle East & Africa Machine Learning Market Size by Country
    • 10.4.1 Middle East & Africa Machine Learning Market Size by Country (2017-2022)
    • 10.4.2 Middle East & Africa Machine Learning Market Size by Country (2023-2028)
    • 10.4.3 Saudi Arabia
    • 10.4.4 UAE
    • 10.4.5 Egypt
    • 10.4.6 South Africa

11 Key Players Profiles

  • 11.1 IBM
    • 11.1.1 IBM Company Details
    • 11.1.2 IBM Business Overview
    • 11.1.3 IBM Machine Learning Introduction
    • 11.1.4 IBM Revenue in Machine Learning Business (2017-2022)
    • 11.1.5 IBM Recent Development
  • 11.2 Dell Technologies
    • 11.2.1 Dell Technologies Company Details
    • 11.2.2 Dell Technologies Business Overview
    • 11.2.3 Dell Technologies Machine Learning Introduction
    • 11.2.4 Dell Technologies Revenue in Machine Learning Business (2017-2022)
    • 11.2.5 Dell Technologies Recent Development
  • 11.3 Hewlett Packard Enterprise Development LP
    • 11.3.1 Hewlett Packard Enterprise Development LP Company Details
    • 11.3.2 Hewlett Packard Enterprise Development LP Business Overview
    • 11.3.3 Hewlett Packard Enterprise Development LP Machine Learning Introduction
    • 11.3.4 Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2017-2022)
    • 11.3.5 Hewlett Packard Enterprise Development LP Recent Development
  • 11.4 Oracle Corporation
    • 11.4.1 Oracle Corporation Company Details
    • 11.4.2 Oracle Corporation Business Overview
    • 11.4.3 Oracle Corporation Machine Learning Introduction
    • 11.4.4 Oracle Corporation Revenue in Machine Learning Business (2017-2022)
    • 11.4.5 Oracle Corporation Recent Development
  • 11.5 Google Inc.
    • 11.5.1 Google Inc. Company Details
    • 11.5.2 Google Inc. Business Overview
    • 11.5.3 Google Inc. Machine Learning Introduction
    • 11.5.4 Google Inc. Revenue in Machine Learning Business (2017-2022)
    • 11.5.5 Google Inc. Recent Development
  • 11.6 SAP SE
    • 11.6.1 SAP SE Company Details
    • 11.6.2 SAP SE Business Overview
    • 11.6.3 SAP SE Machine Learning Introduction
    • 11.6.4 SAP SE Revenue in Machine Learning Business (2017-2022)
    • 11.6.5 SAP SE Recent Development
  • 11.7 SAS Institute Inc.
    • 11.7.1 SAS Institute Inc. Company Details
    • 11.7.2 SAS Institute Inc. Business Overview
    • 11.7.3 SAS Institute Inc. Machine Learning Introduction
    • 11.7.4 SAS Institute Inc. Revenue in Machine Learning Business (2017-2022)
    • 11.7.5 SAS Institute Inc. Recent Development
  • 11.8 Fair Isaac Corporation
    • 11.8.1 Fair Isaac Corporation Company Details
    • 11.8.2 Fair Isaac Corporation Business Overview
    • 11.8.3 Fair Isaac Corporation Machine Learning Introduction
    • 11.8.4 Fair Isaac Corporation Revenue in Machine Learning Business (2017-2022)
    • 11.8.5 Fair Isaac Corporation Recent Development
  • 11.9 Baidu, Inc.
    • 11.9.1 Baidu, Inc. Company Details
    • 11.9.2 Baidu, Inc. Business Overview
    • 11.9.3 Baidu, Inc. Machine Learning Introduction
    • 11.9.4 Baidu, Inc. Revenue in Machine Learning Business (2017-2022)
    • 11.9.5 Baidu, Inc. Recent Development
  • 11.10 Intel Corporation
    • 11.10.1 Intel Corporation Company Details
    • 11.10.2 Intel Corporation Business Overview
    • 11.10.3 Intel Corporation Machine Learning Introduction
    • 11.10.4 Intel Corporation Revenue in Machine Learning Business (2017-2022)
    • 11.10.5 Intel Corporation Recent Development
  • 11.11 Amazon Web Services, Inc.
    • 11.11.1 Amazon Web Services, Inc. Company Details
    • 11.11.2 Amazon Web Services, Inc. Business Overview
    • 11.11.3 Amazon Web Services, Inc. Machine Learning Introduction
    • 11.11.4 Amazon Web Services, Inc. Revenue in Machine Learning Business (2017-2022)
    • 11.11.5 Amazon Web Services, Inc. Recent Development
  • 11.12 Microsoft Corporation
    • 11.12.1 Microsoft Corporation Company Details
    • 11.12.2 Microsoft Corporation Business Overview
    • 11.12.3 Microsoft Corporation Machine Learning Introduction
    • 11.12.4 Microsoft Corporation Revenue in Machine Learning Business (2017-2022)
    • 11.12.5 Microsoft Corporation Recent Development
  • 11.13 Yottamine Analytics
    • 11.13.1 Yottamine Analytics Company Details
    • 11.13.2 Yottamine Analytics Business Overview
    • 11.13.3 Yottamine Analytics Machine Learning Introduction
    • 11.13.4 Yottamine Analytics Revenue in Machine Learning Business (2017-2022)
    • 11.13.5 Yottamine Analytics Recent Development
  • 11.14 H2o.AI
    • 11.14.1 H2o.AI Company Details
    • 11.14.2 H2o.AI Business Overview
    • 11.14.3 H2o.AI Machine Learning Introduction
    • 11.14.4 H2o.AI Revenue in Machine Learning Business (2017-2022)
    • 11.14.5 H2o.AI Recent Development
  • 11.15 Databricks
    • 11.15.1 Databricks Company Details
    • 11.15.2 Databricks Business Overview
    • 11.15.3 Databricks Machine Learning Introduction
    • 11.15.4 Databricks Revenue in Machine Learning Business (2017-2022)
    • 11.15.5 Databricks Recent Development
  • 11.16 BigML, Inc.
    • 11.16.1 BigML, Inc. Company Details
    • 11.16.2 BigML, Inc. Business Overview
    • 11.16.3 BigML, Inc. Machine Learning Introduction
    • 11.16.4 BigML, Inc. Revenue in Machine Learning Business (2017-2022)
    • 11.16.5 BigML, Inc. Recent Development
  • 11.17 Dataiku
    • 11.17.1 Dataiku Company Details
    • 11.17.2 Dataiku Business Overview
    • 11.17.3 Dataiku Machine Learning Introduction
    • 11.17.4 Dataiku Revenue in Machine Learning Business (2017-2022)
    • 11.17.5 Dataiku Recent Development
  • 11.18 Veritone
    • 11.18.1 Veritone Company Details
    • 11.18.2 Veritone Business Overview
    • 11.18.3 Veritone Machine Learning Introduction
    • 11.18.4 Veritone Revenue in Machine Learning Business (2017-2022)
    • 11.18.5 Veritone 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 Machine Learning Market Size Growth Rate by Type (US$ Million): 2017 VS 2022 VS 2028
  • Table 2. Key Players of Supervised Learning
  • Table 3. Key Players of Semi-supervised Learning
  • Table 4. Key Players of Unsupervised Learning
  • Table 5. Key Players of Reinforcement Learning
  • Table 6. Global Machine Learning Market Size Growth by Application (US$ Million): 2017 VS 2022 VS 2028
  • Table 7. Global Machine Learning Market Size by Region (US$ Million): 2017 VS 2022 VS 2028
  • Table 8. Global Machine Learning Market Size by Region (2017-2022) & (US$ Million)
  • Table 9. Global Machine Learning Market Share by Region (2017-2022)
  • Table 10. Global Machine Learning Forecasted Market Size by Region (2023-2028) & (US$ Million)
  • Table 11. Global Machine Learning Market Share by Region (2023-2028)
  • Table 12. Machine Learning Market Trends
  • Table 13. Machine Learning Market Drivers
  • Table 14. Machine Learning Market Challenges
  • Table 15. Machine Learning Market Restraints
  • Table 16. Global Machine Learning Revenue by Players (2017-2022) & (US$ Million)
  • Table 17. Global Machine Learning Market Share by Players (2017-2022)
  • Table 18. Global Top Machine Learning Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning as of 2021)
  • Table 19. Ranking of Global Top Machine Learning Companies by Revenue (US$ Million) in 2021
  • Table 20. Global 5 Largest Players Market Share by Machine Learning Revenue (CR5 and HHI) & (2017-2022)
  • Table 21. Key Players Headquarters and Area Served
  • Table 22. Key Players Machine Learning Product Solution and Service
  • Table 23. Date of Enter into Machine Learning Market
  • Table 24. Mergers & Acquisitions, Expansion Plans
  • Table 25. Global Machine Learning Market Size by Type (2017-2022) & (US$ Million)
  • Table 26. Global Machine Learning Revenue Market Share by Type (2017-2022)
  • Table 27. Global Machine Learning Forecasted Market Size by Type (2023-2028) & (US$ Million)
  • Table 28. Global Machine Learning Revenue Market Share by Type (2023-2028)
  • Table 29. Global Machine Learning Market Size by Application (2017-2022) & (US$ Million)
  • Table 30. Global Machine Learning Revenue Market Share by Application (2017-2022)
  • Table 31. Global Machine Learning Forecasted Market Size by Application (2023-2028) & (US$ Million)
  • Table 32. Global Machine Learning Revenue Market Share by Application (2023-2028)
  • Table 33. North America Machine Learning Market Size by Type (2017-2022) & (US$ Million)
  • Table 34. North America Machine Learning Market Size by Type (2023-2028) & (US$ Million)
  • Table 35. North America Machine Learning Market Size by Application (2017-2022) & (US$ Million)
  • Table 36. North America Machine Learning Market Size by Application (2023-2028) & (US$ Million)
  • Table 37. North America Machine Learning Market Size by Country (2017-2022) & (US$ Million)
  • Table 38. North America Machine Learning Market Size by Country (2023-2028) & (US$ Million)
  • Table 39. Europe Machine Learning Market Size by Type (2017-2022) & (US$ Million)
  • Table 40. Europe Machine Learning Market Size by Type (2023-2028) & (US$ Million)
  • Table 41. Europe Machine Learning Market Size by Application (2017-2022) & (US$ Million)
  • Table 42. Europe Machine Learning Market Size by Application (2023-2028) & (US$ Million)
  • Table 43. Europe Machine Learning Market Size by Country (2017-2022) & (US$ Million)
  • Table 44. Europe Machine Learning Market Size by Country (2023-2028) & (US$ Million)
  • Table 45. Asia-Pacific Machine Learning Market Size by Type (2017-2022) & (US$ Million)
  • Table 46. Asia-Pacific Machine Learning Market Size by Type (2023-2028) & (US$ Million)
  • Table 47. Asia-Pacific Machine Learning Market Size by Application (2017-2022) & (US$ Million)
  • Table 48. Asia-Pacific Machine Learning Market Size by Application (2023-2028) & (US$ Million)
  • Table 49. Asia-Pacific Machine Learning Market Size by Region (2017-2022) & (US$ Million)
  • Table 50. Asia-Pacific Machine Learning Market Size by Region (2023-2028) & (US$ Million)
  • Table 51. Latin America Machine Learning Market Size by Type (2017-2022) & (US$ Million)
  • Table 52. Latin America Machine Learning Market Size by Type (2023-2028) & (US$ Million)
  • Table 53. Latin America Machine Learning Market Size by Application (2017-2022) & (US$ Million)
  • Table 54. Latin America Machine Learning Market Size by Application (2023-2028) & (US$ Million)
  • Table 55. Latin America Machine Learning Market Size by Country (2017-2022) & (US$ Million)
  • Table 56. Latin America Machine Learning Market Size by Country (2023-2028) & (US$ Million)
  • Table 57. Middle East & Africa Machine Learning Market Size by Type (2017-2022) & (US$ Million)
  • Table 58. Middle East & Africa Machine Learning Market Size by Type (2023-2028) & (US$ Million)
  • Table 59. Middle East & Africa Machine Learning Market Size by Application (2017-2022) & (US$ Million)
  • Table 60. Middle East & Africa Machine Learning Market Size by Application (2023-2028) & (US$ Million)
  • Table 61. Middle East & Africa Machine Learning Market Size by Country (2017-2022) & (US$ Million)
  • Table 62. Middle East & Africa Machine Learning Market Size by Country (2023-2028) & (US$ Million)
  • Table 63. IBM Company Details
  • Table 64. IBM Business Overview
  • Table 65. IBM Machine Learning Product
  • Table 66. IBM Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 67. IBM Recent Development
  • Table 68. Dell Technologies Company Details
  • Table 69. Dell Technologies Business Overview
  • Table 70. Dell Technologies Machine Learning Product
  • Table 71. Dell Technologies Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 72. Dell Technologies Recent Development
  • Table 73. Hewlett Packard Enterprise Development LP Company Details
  • Table 74. Hewlett Packard Enterprise Development LP Business Overview
  • Table 75. Hewlett Packard Enterprise Development LP Machine Learning Product
  • Table 76. Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 77. Hewlett Packard Enterprise Development LP Recent Development
  • Table 78. Oracle Corporation Company Details
  • Table 79. Oracle Corporation Business Overview
  • Table 80. Oracle Corporation Machine Learning Product
  • Table 81. Oracle Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 82. Oracle Corporation Recent Development
  • Table 83. Google Inc. Company Details
  • Table 84. Google Inc. Business Overview
  • Table 85. Google Inc. Machine Learning Product
  • Table 86. Google Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 87. Google Inc. Recent Development
  • Table 88. SAP SE Company Details
  • Table 89. SAP SE Business Overview
  • Table 90. SAP SE Machine Learning Product
  • Table 91. SAP SE Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 92. SAP SE Recent Development
  • Table 93. SAS Institute Inc. Company Details
  • Table 94. SAS Institute Inc. Business Overview
  • Table 95. SAS Institute Inc. Machine Learning Product
  • Table 96. SAS Institute Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 97. SAS Institute Inc. Recent Development
  • Table 98. Fair Isaac Corporation Company Details
  • Table 99. Fair Isaac Corporation Business Overview
  • Table 100. Fair Isaac Corporation Machine Learning Product
  • Table 101. Fair Isaac Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 102. Fair Isaac Corporation Recent Development
  • Table 103. Baidu, Inc. Company Details
  • Table 104. Baidu, Inc. Business Overview
  • Table 105. Baidu, Inc. Machine Learning Product
  • Table 106. Baidu, Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 107. Baidu, Inc. Recent Development
  • Table 108. Intel Corporation Company Details
  • Table 109. Intel Corporation Business Overview
  • Table 110. Intel Corporation Machine Learning Product
  • Table 111. Intel Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 112. Intel Corporation Recent Development
  • Table 113. Amazon Web Services, Inc. Company Details
  • Table 114. Amazon Web Services, Inc. Business Overview
  • Table 115. Amazon Web Services, Inc. Machine Learning Product
  • Table 116. Amazon Web Services, Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 117. Amazon Web Services, Inc. Recent Development
  • Table 118. Microsoft Corporation Company Details
  • Table 119. Microsoft Corporation Business Overview
  • Table 120. Microsoft Corporation Machine Learning Product
  • Table 121. Microsoft Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 122. Microsoft Corporation Recent Development
  • Table 123. Yottamine Analytics Company Details
  • Table 124. Yottamine Analytics Business Overview
  • Table 125. Yottamine Analytics Machine Learning Product
  • Table 126. Yottamine Analytics Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 127. Yottamine Analytics Recent Development
  • Table 128. H2o.AI Company Details
  • Table 129. H2o.AI Business Overview
  • Table 130. H2o.AI Machine Learning Product
  • Table 131. H2o.AI Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 132. H2o.AI Recent Development
  • Table 133. Databricks Company Details
  • Table 134. Databricks Business Overview
  • Table 135. Databricks Machine Learning Product
  • Table 136. Databricks Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 137. Databricks Recent Development
  • Table 138. BigML, Inc. Company Details
  • Table 139. BigML, Inc. Business Overview
  • Table 140. BigML, Inc. Machine Learning Product
  • Table 141. BigML, Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 142. BigML, Inc. Recent Development
  • Table 143. Dataiku Company Details
  • Table 144. Dataiku Business Overview
  • Table 145. Dataiku Machine Learning Product
  • Table 146. Dataiku Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 147. Dataiku Recent Development
  • Table 148. Veritone Company Details
  • Table 149. Veritone Business Overview
  • Table 150. Veritone Machine Learning Product
  • Table 151. Veritone Revenue in Machine Learning Business (2017-2022) & (US$ Million)
  • Table 152. Veritone Recent Development
  • Table 153. Research Programs/Design for This Report
  • Table 154. Key Data Information from Secondary Sources
  • Table 155. Key Data Information from Primary Sources

List of Figures

  • Figure 1. Global Machine Learning Market Size Growth Rate by Type, 2017 VS 2021 VS 2028 (US$ Million)
  • Figure 2. Global Machine Learning Market Share by Type: 2021 VS 2028
  • Figure 3. Supervised Learning Features
  • Figure 4. Semi-supervised Learning Features
  • Figure 5. Unsupervised Learning Features
  • Figure 6. Reinforcement Learning Features
  • Figure 7. Global Machine Learning Market Size Growth Rate by Application, 2017 VS 2021 VS 2028 (US$ Million)
  • Figure 8. Global Machine Learning Market Share by Application: 2021 VS 2028
  • Figure 9. Marketing and Advertising Case Studies
  • Figure 10. Fraud Detection and Risk Management Case Studies
  • Figure 11. Computer Vision Case Studies
  • Figure 12. Security and Surveillance Case Studies
  • Figure 13. Predictive Analytics Case Studies
  • Figure 14. Augmented and Virtual Reality Case Studies
  • Figure 15. Others Case Studies
  • Figure 16. Machine Learning Report Years Considered
  • Figure 17. Global Machine Learning Market Size (US$ Million), Year-over-Year: 2017-2028
  • Figure 18. Global Machine Learning Market Size, (US$ Million), 2017 VS 2021 VS 2028
  • Figure 19. Global Machine Learning Market Share by Region: 2021 VS 2028
  • Figure 20. Global Machine Learning Market Share by Players in 2021
  • Figure 21. Global Top Machine Learning Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning as of 2021)
  • Figure 22. The Top 10 and 5 Players Market Share by Machine Learning Revenue in 2021
  • Figure 23. North America Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 24. North America Machine Learning Market Share by Type (2017-2028)
  • Figure 25. North America Machine Learning Market Share by Application (2017-2028)
  • Figure 26. North America Machine Learning Market Share by Country (2017-2028)
  • Figure 27. United States Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 28. Canada Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 29. Europe Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 30. Europe Machine Learning Market Share by Type (2017-2028)
  • Figure 31. Europe Machine Learning Market Share by Application (2017-2028)
  • Figure 32. Europe Machine Learning Market Share by Country (2017-2028)
  • Figure 33. Germany Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 34. France Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 35. U.K. Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 36. Italy Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 37. Russia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 38. Asia-Pacific Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 39. Asia-Pacific Machine Learning Market Share by Type (2017-2028)
  • Figure 40. Asia-Pacific Machine Learning Market Share by Application (2017-2028)
  • Figure 41. Asia-Pacific Machine Learning Market Share by Region (2017-2028)
  • Figure 42. China Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 43. Japan Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 44. South Korea Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 45. Southeast Asia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 46. India Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 47. Australia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 48. Latin America Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 49. Latin America Machine Learning Market Share by Type (2017-2028)
  • Figure 50. Latin America Machine Learning Market Share by Application (2017-2028)
  • Figure 51. Latin America Machine Learning Market Share by Country (2017-2028)
  • Figure 52. Mexico Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 53. Brazil Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 54. Middle East & Africa Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 55. Middle East & Africa Machine Learning Market Share by Type (2017-2028)
  • Figure 56. Middle East & Africa Machine Learning Market Share by Application (2017-2028)
  • Figure 57. Middle East & Africa Machine Learning Market Share by Country (2017-2028)
  • Figure 58. Saudi Arabia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 59. UAE Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 60. Egypt Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 61. South Africa Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
  • Figure 62. IBM Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 63. Dell Technologies Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 64. Hewlett Packard Enterprise Development LP Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 65. Oracle Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 66. Google Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 67. SAP SE Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 68. SAS Institute Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 69. Fair Isaac Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 70. Baidu, Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 71. Intel Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 72. Amazon Web Services, Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 73. Microsoft Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 74. Yottamine Analytics Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 75. H2o.AI Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 76. Databricks Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 77. BigML, Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 78. Dataiku Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 79. Veritone Revenue Growth Rate in Machine Learning Business (2017-2022)
  • Figure 80. Bottom-up and Top-down Approaches for This Report
  • Figure 81. Data Triangulation
  • Figure 82. Key Executives Interviewed 135