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世界のマシンラーニング市場:コンポーネント、企業規模、最終用途、セグメント予測 - 市場規模、シェア、および動向(2019年~2025年)

Machine Learning Market Size, Share & Trends Analysis Report By Component, By Enterprise Size, By End Use (Healthcare, BFSI, Law, Retail, Advertising & Media), And Segment Forecasts, 2019 - 2025

出版日: | 発行: Grand View Research, Inc. | ページ情報: 英文 100 Pages | 納期: 2-3営業日

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=104.83円
世界のマシンラーニング市場:コンポーネント、企業規模、最終用途、セグメント予測 - 市場規模、シェア、および動向(2019年~2025年)
出版日: 2019年12月30日
発行: Grand View Research, Inc.
ページ情報: 英文 100 Pages
納期: 2-3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のマシンラーニング市場は、2019年から2025年の間に43.8%のCAGRで拡大する見通しで、2025年には967億米ドルに達すると予測されれいます。大量なデータの生成により、データのスマートな分析を提供できる技術の採用が増加しています。マシンラーニング(ML)などの技術は、データセット内の意味あるパターンを自動的に検出するために、さまざまな用途で急速に採用されています。検索エンジン、アンチスパムソフトウェア、不正検出ソフトウェアなどのMLアルゴリズムに基づくソフトウェアはますます使用されており、同市場の成長要因の一つとなっています。

当レポートは世界のマシンラーニング市場について調査しており、市場動向や見通し、成長および阻害要因、コンポーネント・企業規模・最終用途・地域別の市場分析、競合情勢、主要企業のプロファイル等の情報を提供しています。

目次

第1章 調査方法と範囲

  • 市場のセグメンテーションと範囲
  • 市場の定義
  • 情報調達
  • 情報分析
  • 市場の定式化とデータの視覚化
  • 調査範囲と前提条件

第2章 エグゼクティブサマリー

  • 市場の見通し

第3章 市場変数、動向、および範囲

  • 浸透と成長の見通しのマッピング
  • 産業バリューチェーン分析
  • 市場力学
  • 市場阻害要因分析
  • 機械学習市場分析ツール

第4章 市場分析:コンポーネント別

  • 市場の動向分析

第5章 市場分析:企業規模別

  • 市場の動向分析

第6章 市場分析:最終用途別

  • 市場の動向分析
    • ヘルスケア
    • BFSI
    • 法律
    • 小売り
    • 広告媒体
    • 自動車・輸送機関
    • 農業
    • 製造業
    • その他

第7章 市場分析:地域別

  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋地域
    • 中国
    • 日本
    • インド
  • 南米
    • ブラジル
  • 中東・アフリカ

第8章 競合情勢

  • Amazon Web Services, Inc.
  • Baidu Inc.
  • Google Inc.
  • H2o.AI
  • Hewlett Packard Enterprise Development LP
  • Intel Corporation
  • International Business Machines Corporation
  • Microsoft Corporation
  • SAS Institute Inc.
  • SAP SE
図表

List of Tables

  • TABLE 1 Machine Learning Market Outlook
  • TABLE 2 Global machine learning market, 2014 - 2025 (USD Million)
  • TABLE 3 Global machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 4 Global machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 5 Global machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 6 Global machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 7 Machine learning - Key market driver impact
  • TABLE 8 Machine learning - Key market restraint impact
  • TABLE 9 Global hardware machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 10 Global software machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 11 Global service machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 12 Global SME's machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 13 Global large enterprises machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 14 Global healthcare machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 15 Global BFSI machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 16 Global law machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 17 Global retail machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 18 Global advertising & media machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 19 Global automotive & transportation machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 20 Global agriculture machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 21 Global manufacturing machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 22 Global others machine learning market by region, 2014 - 2025 (USD Million)
  • TABLE 23 North America machine learning market, 2014 - 2025 (USD Million)
  • TABLE 24 North America machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 25 North America machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 26 North America machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 27 U.S. machine learning market, 2014 - 2025 (USD Million)
  • TABLE 28 U.S. machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 29 U.S. machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 30 U.S. machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 31 Canada machine learning market, 2014 - 2025 (USD Million)
  • TABLE 32 Canada machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 33 Canada machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 34 Canada machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 35 Mexico machine learning market, 2014 - 2025 (USD Million)
  • TABLE 36 Mexico machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 37 Mexico machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 38 Mexico machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 39 Europe machine learning market, 2014 - 2025 (USD Million)
  • TABLE 40 Europe machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 41 Europe machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 42 Europe machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 43 U.K. machine learning market, 2014 - 2025 (USD Million)
  • TABLE 44 U.K. machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 45 U.K. machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 46 U.K. machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 47 Germany machine learning market, 2014 - 2025 (USD Million)
  • TABLE 48 Germany machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 49 Germany machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 50 Germany machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 51 France machine learning market, 2014 - 2025 (USD Million)
  • TABLE 52 France machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 53 France machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 54 France machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 55 Asia Pacific machine learning market, 2014 - 2025 (USD Million)
  • TABLE 56 Asia Pacific machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 57 Asia Pacific machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 58 Asia Pacific machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 59 China machine learning market, 2014 - 2025 (USD Million)
  • TABLE 60 China machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 61 China machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 62 China machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 63 Japan machine learning market, 2014 - 2025 (USD Million)
  • TABLE 64 Japan machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 65 Japan machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 66 Japan machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 67 India machine learning market, 2014 - 2025 (USD Million)
  • TABLE 68 India machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 69 India machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 70 India machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 71 South America machine learning market, 2014 - 2025 (USD Million)
  • TABLE 72 South America machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 73 South America machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 74 South America machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 75 Brazil machine learning market, 2014 - 2025 (USD Million)
  • TABLE 76 Brazil machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 77 Brazil machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 78 Brazil machine learning market by end-use, 2014 - 2025 (USD Million)
  • TABLE 79 MEA machine learning market, 2014 - 2025 (USD Million)
  • TABLE 80 MEA machine learning market by component, 2014 - 2025 (USD Million)
  • TABLE 81 MEA machine learning market by enterprise size, 2014 - 2025 (USD Million)
  • TABLE 82 MEA machine learning market by end-use, 2014 - 2025 (USD Million)

List of Figures

  • FIG. 1 Market segmentation & scope
  • FIG. 2 Research process
  • FIG. 3 Market Formulation
  • FIG. 4 Machine learning market size and growth prospects (USD Million)
  • FIG. 5 Machine learning market penetration mapping, 2025
  • FIG. 6 Machine learning - Value chain analysis
  • FIG. 7 Market dynamics
  • FIG. 8 Regional outlook, 2018 & 2025
目次
Product Code: GVR-4-68038-095-8

The global machine learning market size is expected to reach USD 96.7 billion by 2025, according to a new report by Grand View Research, Inc. The market is anticipated to expand at a CAGR of 43.8% from 2019 to 2025.

Production of massive amounts of data has increased the adoption of technologies that can provide a smart analysis of that data. Technologies such as Machine Learning (ML) are being rapidly adopted across various applications in order to automatically detect meaningful patterns within a data set. Software based on ML algorithms, such as search engines, anti-spam software, and fraud detection software, are being increasingly used, thereby contributing to market growth.

The rapid emergence of ML technology has increased its adoption across various application areas. It provides cloud computing optimization along with intelligent voice assistance. In healthcare, it is used for the diagnosis of individuals. In case of businesses, the use of ML models that are open source and have a standards-based structure has increased in recent years. These models can be easily deployed in various business programs and can help companies bridge the skills gap between IT programmers and information scientists.

Developments such as fine-tuned personalization, hyper-targeting, searching engine optimization, no-code environment, self-learning bots, and others are projected to change the machine learning landscape. The development of capsule network has replaced neural networks in order to provide more accuracy in pattern detection, with fewer errors. These advanced developments are anticipated to proliferate market growth in the foreseeable future.

Further key findings from the report suggest:

  • The emergence of connected AI is expected to enable ML algorithms to learn continuously based on newly available information. Such developments are anticipated to drive the market in the coming years
  • The advertising and media sector accounted for the largest share in 2018 owing to capabilities such as buyer's optimization, data processing, and analysis provided by the technology
  • H2O.ai announced a partnership with IBM Corporation, a multinational IT company, in June 2018. Through this partnership, H2O.ai will offer its GPU-powered machine learning, next-generation AI platform, and best-of-breed deep learning on IBM's Power Systems platform
  • Key players in the machine learning market include Amazon Web Services, Inc.; Baidu Inc.; Google Inc.; H2O.ai; Hewlett Packard Enterprise Development LP; Intel Corporation; International Business Machines Corporation; Microsoft Corporation; SAS Institute Inc.; and SAP SE.

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Market Segmentation & Scope
  • 1.2 Market Definition
  • 1.3 Information Procurement
  • 1.4 Information Analysis
  • 1.5 Market formulation & data visualization
    • 1.5.1 Secondary sources & third-party perspectives
    • 1.5.2 Primary research
  • 1.6 Research Scope & Assumptions

Chapter 2 Executive Summary

  • 2.1 Market Outlook

Chapter 3 Machine Learning Market Variables, Trends & Scope

  • 3.1 Penetration & Growth Prospect Mapping
    • 3.1.1 Market Growth Prospects
    • 3.1.2 Market Penetration Mapping
  • 3.2 Industry Value Chain Analysis
  • 3.3 Market Dynamics
    • 3.3.1 Market driver analysis
      • 3.3.1.1 Increasing applications of ML algortihm
      • 3.3.1.2 Rising adoption of advanced technologies
  • 3.4 Market restraint analysis
    • 3.4.1 Lack of skilled labor
  • 3.5 Machine Learning Market Analysis Tools
    • 3.5.1 Industry Analysis - Porter's
      • 3.5.1.1 Supplier Power
      • 3.5.1.2 Buyer Power
      • 3.5.1.3 Substitution Threat
      • 3.5.1.4 Threat from new entrant
      • 3.5.1.5 Competitive rivalry
    • 3.5.2 PEST Analysis
      • 3.5.2.1 Political Landscape
      • 3.5.2.2 Economic Landscape
      • 3.5.2.3 Social Landscape
      • 3.5.2.4 Technology Landscape
    • 3.5.3 Major Deals & Strategic Alliances Analysis

Chapter 4 Machine Learning Market: Component Movement Analysis

  • 4.1 Machine Learning Market: Component Movement Analysis
    • 4.1.1 Hardware
      • 4.1.1.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 4.1.2 Software
      • 4.1.2.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 4.1.3 Service
      • 4.1.3.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)

Chapter 5 Machine Learning Market: Enterprise Size Movement Analysis

  • 5.1 Machine Learning Market: Enterprise Size Movement Analysis
    • 5.1.1 SMEs
      • 5.1.1.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 5.1.2 Large Enterprises
      • 5.1.2.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)

Chapter 6 Machine Learning: End-Use Estimates and Trend Analysis

  • 6.1 Machine Learning Market: End-Use Movement Analysis
    • 6.1.1 Healthcare
      • 6.1.1.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.2 BFSI
      • 6.1.2.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.3 Law
      • 6.1.3.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.4 Retail
      • 6.1.4.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.5 Advertising & Media
      • 6.1.5.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.6 Automotive & Transportation
      • 6.1.6.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.7 Agriculture
      • 6.1.7.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.8 Manufacturing
      • 6.1.8.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)
    • 6.1.9 Others
      • 6.1.9.1 Global Market Estimates and Forecasts, from 2014 to 2025 (USD Million)

Chapter 7 Machine Learning: Regional Estimates & Trend Analysis

  • 7.1 North America
    • 7.1.1 North America machine learning market, 2014 - 2025
    • 7.1.2 U.S.
      • 7.1.2.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.1.2.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.1.2.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
    • 7.1.3 Canada
      • 7.1.3.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.1.3.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.1.3.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
    • 7.1.4 Mexico
      • 7.1.4.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.1.4.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.1.4.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
  • 7.2 Europe
    • 7.2.1 Europe machine learning market, 2014 - 2025
    • 7.2.2 U.K.
      • 7.2.2.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.2.2.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.2.2.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
    • 7.2.3 Germany
      • 7.2.3.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.2.3.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.2.3.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
    • 7.2.4 France
      • 7.2.4.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.2.4.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.2.4.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
  • 7.3 Asia Pacific
    • 7.3.1 Asia Pacific machine learning market, 2014 - 2025
    • 7.3.2 China
      • 7.3.2.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.3.2.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.3.2.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
    • 7.3.3 Japan
      • 7.3.3.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.3.3.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.3.3.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
    • 7.3.4 India
      • 7.3.4.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.3.4.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.3.4.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
  • 7.4 South America
    • 7.4.1 South America machine learning market, 2014 - 2025
    • 7.4.2 Brazil
      • 7.4.2.1 Market Estimates and Forecasts, by component from 2014 to 2025 (USD Million)
      • 7.4.2.2 Market Estimates and Forecasts, by enterprise size from 2014 to 2025 (USD Million)
      • 7.4.2.3 Market Estimates and Forecasts, by end-use from 2014 to 2025 (USD Million)
  • 7.5 MEA
    • 7.5.1 MEA machine learning market, 2014 - 2025

Chapter 8 Competitive Landscape

  • 8.1 Amazon Web Services, Inc.
    • 8.1.1 Company overview
    • 8.1.2 Financial performance
    • 8.1.3 Product benchmarking
    • 8.1.4 Recent developments
  • 8.2 Baidu Inc.
    • 8.2.1 Company overview
    • 8.2.2 Financial performance
    • 8.2.3 Product benchmarking
    • 8.2.4 Recent developments
  • 8.3 Google Inc.
    • 8.3.1 Company overview
    • 8.3.2 Financial performance
    • 8.3.3 Product benchmarking
    • 8.3.4 Recent developments
  • 8.4 H2o.AI
    • 8.4.1 Company overview
    • 8.4.2 Financial performance
    • 8.4.3 Product benchmarking
    • 8.4.4 Recent developments
  • 8.5 Hewlett Packard Enterprise Development LP
    • 8.5.1 Company overview
    • 8.5.2 Financial performance
    • 8.5.3 Product benchmarking
    • 8.5.4 Recent developments
  • 8.6 Intel Corporation
    • 8.6.1 Company overview
    • 8.6.2 Financial performance
    • 8.6.3 Product benchmarking
    • 8.6.4 Recent developments
  • 8.7 International Business Machines Corporation
    • 8.7.1 Company overview
    • 8.7.2 Financial performance
    • 8.7.3 Product benchmarking
    • 8.7.4 Recent developments
  • 8.8 Microsoft Corporation
    • 8.8.1 Company overview
    • 8.8.2 Financial performance
    • 8.8.3 Product benchmarking
    • 8.8.4 Recent developments
  • 8.9 SAS Institute Inc.
    • 8.9.1 Company overview
    • 8.9.2 Financial performance
    • 8.9.3 Product benchmarking
    • 8.9.4 Recent developments
  • 8.10 SAP SE
    • 8.10.1 Company overview
    • 8.10.2 Financial performance
    • 8.10.3 Product benchmarking
    • 8.10.4 Recent developments
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