機器學習市場規模、佔有率、趨勢分析報告：按組成部分、按公司規模、按最終用途、按地區、細分市場趨勢，2023-2030年

Machine Learning Market Size, Share & Trends Analysis Report By Component (Hardware, Software, Services), By Enterprise Size, By End-use (Advertising & Media, Healthcare, Retail), By Region, And Segment Forecasts, 2023 - 2030

出版日期: 2023年07月03日 | 出版商:

Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄圖表

機器學習市場成長和趨勢

Grand View Research, Inc.最新報告顯示，到2030年，全球機器學習市場規模預計將達到4199.4億美元。

預計2023年至2030年該市場將以34.8%的年複合成長率擴張。在各行業對基於人工智慧的解決方案的需求不斷增加的背景下，該市場持續成長。隨著越來越多的組織意識到機器學習的潛力並對其應用進行投資，預計該領域將進一步成長。邊緣人工智慧的廣泛採用是推動市場成長的要素。邊緣人工智慧減少了對雲端運算的依賴，實現更快的回應時間、更好的隱私性和更高效的頻寬。

數以千計的公司各個行業使用機器學習 (ML) 來提高生產力、簡化流程並加速決策。 ML 用於個性化產品推薦、需求預測、欺詐偵測、庫存管理、價格最佳化等。例如，美國媒體串流媒體和影片租賃公司 Netflix, Inc. 使用機器學習來改善客戶體驗。該公司長期以來一直使用機器學習算法為觀眾提供個性化推薦。總部位於美國的跨國科技公司 Amazon.com, Inc. 等電子商務公司也使用 ML 進行推薦來增加銷量。

細粒度個性化、超定位、搜尋引擎最佳化(SEO)、無代碼環境和自學習機器人等發展預計將對機器學習領域產生重大影響。在個性化體驗、改進的網站排名、高效的行銷策略、可存取性和智慧自動化的需求的推動下，這些新興市場不斷發展機器學習應用程式。

例如，GoogleLLC在機器學習領域，特別是電腦視覺領域取得了長足的進步。 Google Research 是 Google 的研究部門，開發並部署了 Inception 系列和 EfficientDet 對象檢測模型等機器學習模型。這些模型顯著提高了圖像分類、對象檢測和圖像分割等電腦視覺任務的準確性和性能。

北美的許多行業採用機器學習來從大量資料中獲取見解並改善業務營運。機器學習廣泛應用於金融、醫療保健、零售、製造和技術等多個領域，以執行欺詐檢測、個性化行銷、預測性維護和自動化客戶服務等任務。北美地區擴大採用雲端基礎的機器學習服務，推動了市場成長。 Amazon Web Services、Microsoft Azure 和 Google Cloud 等雲端運算平台的興起使企業更容易存取和部署機器學習工具和基礎設施。

機器學習市場報告亮點

互聯人工智慧的出現預計將使機器學習算法能夠根據新的可用資訊不斷學習。這些新興市場的開拓預計將在未來幾年推動市場擴張。隨著這些技術的不斷進步和成熟，它們預計將對各個行業產生變革性影響，塑造企業營運、決策和為客戶提供價值的方式。
廣告和媒體領域佔據市場主導地位，2022年銷售額佔有率為20.0%。由於該技術提供的買家最佳化、資料處理和分析等功能，廣告和媒體行業在2022年佔據了最大佔有率。
計算能力的進步、資料生成的增加以及自動化決策的需求等要素推動各行業對機器學習解決方案的需求。
預計2023年至2030年，亞太地區將以 43.5%的年複合成長率成長最快。該地區龐大的人口、多元化的產業以及不斷成長的技術基礎設施投資都促進了市場的成長。

機器學習市場：區域預測
北美
- 2017-2030年北美機器學習市場估計和預測
- 美國
- 加拿大
歐洲
- 2017-2030年歐洲機器學習市場估計和預測
- 德國
- 英國
- 法國
亞太地區
- 2017-2030年亞太地區機器學習市場估計和預測
- 中國
- 日本
- 印度
- 韓國
- 澳洲
拉丁美洲
- 2017-2030年拉丁美洲機器學習市場估計和預測
- 巴西
- 墨西哥
中東、非洲
- 2017-2030年 MEA 機器學習市場估計和預測
- 沙烏地阿拉伯
- 阿拉伯聯合大公國
- 南非

第8章機器學習市場-競爭形勢

主要市場參與企業的最新趨勢和影響分析
公司分類
參與企業概況
財務績效
產品基準評效
2022年公司市場佔有率分析
企業熱力圖分析
戰略規劃
- 擴張
- 併購
- 夥伴關係與協作
- 新產品發布
戰略規劃
- 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

簡介目錄圖表

Product Code: GVR-4-68038-095-8

Machine Learning Market Growth & Trends

The global machine learning market size is anticipated to reach USD 419.94 billion by 2030, according to a new report by Grand View Research, Inc. The market is expected to expand at a CAGR of 34.8% from 2023 to 2030. The market is experiencing continuous growth, driven by the increasing demand for AI-driven solutions across industries. It is expected to expand further as more organizations recognize the potential of machine learning and invest in its applications. The growing deployment of Edge AI is responsible for market growth. Edge AI reduces the reliance on cloud computing and provides faster response times, improved privacy, and bandwidth efficiency.

Numerous companies are using machine learning (ML) in various industries to boost productivity, streamline processes, and facilitate decision-making. ML is used for personalized product recommendations, demand forecasting, fraud detection, inventory management, and pricing optimization. For instance, Netflix, Inc., a U.S.-based media-streaming and video-rental company, uses machine learning to enhance the customer experience. The company has long been using machine learning algorithms to personalize its viewer recommendations. E-commerce firms like Amazon.com, Inc, a U.S.-based multinational technology company, also uses ML for recommendation to boost sales.

Developments such as fine-tuned personalization, hyper-targeting, search engine optimization (SEO), no-code environments, self-learning bots, and others are expected to impact the machine-learning landscape significantly. These developments are responsible for the continuous evolution of machine learning applications, driven by the demand for personalized experiences, improved website rankings, efficient marketing strategies, accessibility, and intelligent automation.

For instance, Google LLC has significantly advanced machine learning, specifically in computer vision. Google's research division, Google Research, has developed and deployed machine learning models such as the Inception series and the EfficientDet object detection model. These models have significantly enhanced the accuracy and performance of computer vision tasks, including image classification, object detection, and image segmentation.

Many industries in North America have adopted machine learning to gain insights from massive data and improve business operations. Machine learning is used in various sectors such as finance, healthcare, retail, manufacturing, and technology to perform tasks such as fraud detection, personalized marketing, predictive maintenance, and automated customer service. The growing adoption of cloud-based machine learning services in North America propels the market's growth. The rise of cloud computing platforms, such as Amazon Web Services, Microsoft Azure, and Google Cloud, has made it easier for businesses to access and deploy machine learning tools and infrastructure.

Machine Learning Market Report Highlights

The emergence of connected AI is anticipated to make it possible for ML algorithms to learn based on newly available information continuously. These developments are expected to propel the market expansion in the upcoming years. As these technologies continue to advance and mature, they are expected to have a transformative impact on various industries, shaping the way businesses operate, make decisions, and deliver value to customers
The advertising & media segment dominated the market with a revenue share of 20.0% in 2022. The advertising and media sector accounted for the largest share in 2022 owing to capabilities such as buyer's optimization, data processing, and analysis provided by the technology
Factors such as advancements in computing power, increased data generation, and the need for automated decision-making drive the demand for machine learning solutions across various industries
The Asia Pacific region is expected to grow at the fastest CAGR of 43.5% from 2023 to 2030. The region's large population, diverse industries, and growing investment in technological infrastructure all contribute to market growth

Chapter 1 Methodology and Scope

1.1 Market Segmentation & Scope
1.2 Market Definitions
1.3 Information Procurement
- 1.3.1 Information Analysis
- 1.3.2 Market Formulation & Data Visualization
- 1.3.3 Data Validation & Publishing
1.4 Research Scope And Assumptions
- 1.4.1 List Of Data Sources

Chapter 2 Executive Summary

2.1 Market Snapshot
2.2 Segment Snapshot
2.3 Competitive Landscape Snapshot

Chapter 3 Machine Learning Market Variables And Trends

3.1 Market Lineage Outlook
3.2 Penetration & Growth Prospect Mapping
3.3 Industry Value Chain Analysis
3.4 Market Dynamics
- 3.4.1 Market Driver Impact Analysis
  - 3.4.1.1 Increasing Applications Of Ml Algorithm
  - 3.4.1.2 Rising Adoption Of Advanced Technologies
- 3.4.2 Market Restraint Impact Analysis
  - 3.4.2.1 Lack Of Skilled Labor
- 3.4.3 Industry Challenges
- 3.4.4 Industry Opportunities
3.5 Industry Analysis Tools
- 3.5.1 Porter's Analysis
- 3.5.2 Macroeconomic Analysis
3.6 COVID-19 Impact Analysis

Chapter 4 Machine Learning Market: Component Estimates & Trend Analysis

4.1 Component Movement Analysis & Market Share, 2022 & 2030
4.2 Machine Learning Market Estimates And Forecast, By Component (USD Billion)
- 4.2.1 Hardware
- 4.2.2 Software
- 4.2.3 Services

Chapter 5 Machine Learning Market: Enterprise Size Estimates & Trend Analysis

5.1 Enterprise Size Movement Analysis & Market Share, 2022 & 2030
5.2 Machine Learning Market Estimates And Forecast, By Enterprise Size (USD Billion)
- 5.2.1 Smes
- 5.2.2 Large Enterprises

Chapter 6 Machine Learning Market: End-Use Estimates & Trend Analysis

6.1 End-use Movement Analysis & Market Share, 2022 & 2030
6.2 Machine Learning Market Estimates And Forecast, By End-use (USD Billion)
- 6.2.1 Healthcare
- 6.2.2 BFSI
- 6.2.3 Law
- 6.2.4 Retail
- 6.2.5 Advertising & Media
- 6.2.6 Automotive & Transportation
- 6.2.7 Agriculture
- 6.2.8 Manufacturing
- 6.2.9 Others

Chapter 7 Machine Learning: Regional Outlook Estimates & Trend Analysis

7.1 Machine Learning Market: Regional Outlook
7.2 North America
- 7.2.1 North America Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.2.2 U.S.
  - 7.2.2.1 U.S. Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.2.3 Canada
  - 7.2.3.1 Canada Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
7.3 Europe
- 7.3.1 Europe Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.3.2 Germany
  - 7.3.2.1 Germany. Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.3.3 UK
  - 7.3.3.1 UK Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.3.4 France
  - 7.3.4.1 France Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
7.4 Asia Pacific
- 7.4.1 Asia Pacific Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.4.2 China
  - 7.4.2.1 China Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.4.3 Japan
  - 7.4.3.1 Japan Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.4.4 India
  - 7.4.4.1 India Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.4.5 South Korea
  - 7.4.5.1 South Korea Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.4.6 Australia
  - 7.4.6.1 Australia Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
7.5 Latin America
- 7.5.1 Latin America Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.5.2 Brazil
  - 7.5.2.1 Brazil Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.5.3 Mexico
  - 7.5.3.1 Mexico Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
7.6 MEA
- 7.6.1 MEA Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.6.2 Kingdom Of Saudi Arabia
  - 7.6.2.1 Kingdom Of Saudi Arabia Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.6.3 UAE
  - 7.6.3.1 UAE Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)
- 7.6.4 South Africa
  - 7.6.4.1 South Africa Machine Learning Market Estimates And Forecasts, 2017 - 2030 (USD Billion)

Chapter 8 Machine Learning Market - Competitive Landscape

8.1 Recent Developments & Impact Analysis, By Key Market Participants
8.2 Company Categorization
8.3 Participant's Overview
8.4 Financial Performance
8.5 Product Benchmarking
8.6 Company Market Share Analysis, 2022
8.7 Company Heat Map Analysis
8.8 Strategy Mapping
- 8.8.1 Expansion
- 8.8.2 Mergers & Acquisition
- 8.8.3 Partnerships & Collaborations
- 8.8.4 New Product Launches
8.9 Strategy Mapping
- 8.9.1 Amazon Web Services, Inc.
- 8.9.2 Baidu Inc.
- 8.9.3 Google Inc.
- 8.9.4 H2o.ai
- 8.9.5 Hewlett Packard Enterprise Development Lp
- 8.9.6 Intel Corporation
- 8.9.7 International Business Machines Corporation
- 8.9.8 Microsoft Corporation
- 8.9.9 Sas Institute Inc.
- 8.9.10 Sap Se

簡介目錄圖表

List of Tables

Table 1 Industry snapshot & key buying criteria, 2017 - 2030
Table 2 Global Machine Learning Market, 2017 - 2030 (USD Billion)
Table 3 Global Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 4 Global Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 5 Global Machine Learning Market, by enterprise size, 2017 - 2030 (USD Billion)
Table 6 Global Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 7 Key market driver impact
Table 8 Key market restraint impact
Table 9 Hardware Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 10 Software Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 11 Services Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 12 SMEs Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 13 Large Enterprises Analytic Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 14 Healthcare Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 15 BFSI Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 16 Law Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 17 Retail Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 18 Advertising & Media Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 19 Automotive & Transportation Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 20 Agriculture Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 21 Manufacturing Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 22 Others Machine Learning market, by region, 2017 - 2030 (USD Billion)
Table 23 North America Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 24 North America Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 25 North America Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 26 U.S. Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 27 U.S. Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 28 U.S. Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 29 Canada Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 30 Canada Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 31 Canada Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 32 Europe Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 33 Europe Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 34 Europe Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 35 UK Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 36 UK Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 37 UK Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 38 Germany Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 39 Germany Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 40 Germany Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 41 France Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 42 France Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 43 France Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 44 Asia Pacific Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 45 Asia Pacific Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 46 Asia Pacific Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 47 China Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 48 China Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 49 China Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 50 Japan Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 51 Japan Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 52 Japan Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 53 India Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 54 India Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 55 India Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 56 South Korea Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 57 South Korea Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 58 South Korea Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 59 Australia Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 60 Australia Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 61 Australia Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 62 Latin America Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 63 Latin America Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 64 Latin America Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 65 Mexico Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 66 Mexico Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 67 Mexico Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 68 Brazil Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 69 Brazil Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 70 Brazil Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 71 MEA Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 72 MEA Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 73 MEA Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 74 Kingdom of Saudi Arabia (KSA) Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 75 Kingdom of Saudi Arabia (KSA) Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 76 Kingdom of Saudi Arabia (KSA) Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 77 UAE Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 78 UAE Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 79 UAE Machine Learning market, by end-use, 2017 - 2030 (USD Billion)
Table 80 South Africa Machine Learning market, by component, 2017 - 2030 (USD Billion)
Table 81 South Africa Machine Learning market, by enterprise size, 2017 - 2030 (USD Billion)
Table 82 South Africa Machine Learning market, by end-use, 2017 - 2030 (USD Billion)