机器学习市场规模、份额、趋势分析报告：按组成部分、按公司规模、按最终用途、按地区、细分市场趋势，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个工作天内

价格

简介目录图表

机器学习市场增长和趋势

Grand View Research, Inc.最新报告显示，到2030年，全球机器学习市场规模预计将达到4199.4亿美元。

预计2023年至2030年该市场将以34.8%的年复合成长率扩张。在各行业对基于人工智能的解决方案的需求不断增加的背景下，该市场正在持续增长。随着越来越多的组织意识到机器学习的潜力并对其应用进行投资，预计该领域将进一步增长。边缘人工智能的广泛采用是推动市场增长的要素。边缘人工智能减少了对云计算的依赖，从而实现更快的响应时间、更好的隐私性和更高效的频宽。

数以千计的公司正在各个行业使用机器学习 (ML) 来提高生产力、简化流程并加速决策。 ML 用于个性化产品推荐、需求预测、欺诈侦测、库存管理、价格最佳化等。例如，美国媒体流媒体和视频租赁公司 Netflix, Inc. 使用机器学习来改善客户体验。该公司长期以来一直使用机器学习算法为观众提供个性化推荐。总部位于美国的跨国科技公司 Amazon.com, Inc. 等电子商务公司也使用 ML 进行推荐来增加销量。

细粒度个性化、超定位、搜寻引擎最佳化(SEO)、无代码环境和自学习机器人等发展预计将对机器学习领域产生重大影响。在个性化体验、改进的网站排名、高效的营销策略、可访问性和智能自动化的需求的推动下，这些新兴市场正在不断发展机器学习应用程序。

例如，谷歌有限责任公司在机器学习领域，特别是计算机视觉领域取得了长足的进步。 Google Research 是 Google 的研究部门，开发并部署了 Inception 系列和 EfficientDet 对象检测模型等机器学习模型。这些模型显着提高了图像分类、对象检测和图像分割等计算机视觉任务的准确性和性能。

北美的许多行业正在采用机器学习来从大量资料中获取见解并改善业务运营。机器学习广泛应用于金融、医疗保健、零售、製造和技术等多个领域，以执行欺诈检测、个性化营销、预测性维护和自动化客户服务等任务。北美地区越来越多地采用云端基础的机器学习服务，推动了市场增长。 Amazon Web Services、Microsoft Azure 和 Google Cloud 等云计算平台的兴起使企业更容易访问和部署机器学习工具和基础设施。

机器学习市场报告亮点

互联人工智能的出现预计将使机器学习算法能够根据新的可用资讯不断学习。这些新兴市场的开拓预计将在未来几年推动市场扩张。随着这些技术的不断进步和成熟，它们预计将对各个行业产生变革性影响，塑造企业运营、决策和为客户提供价值的方式。
广告和媒体领域占据市场主导地位，2022 年销售额份额为 20.0%。由于该技术提供的买家最佳化、资料处理和分析等功能，广告和媒体行业在 2022 年占据了最大份额。
计算能力的进步、资料生成的增加以及自动化决策的需求等要素正在推动各行业对机器学习解决方案的需求。
预计 2023 年至 2030 年，亚太地区将以 43.5% 的年复合成长率增长最快。该地区庞大的人口、多元化的产业以及不断增长的技术基础设施投资都促进了市场的增长。

机器学习市场：区域预测
北美
- 2017-2030 年北美机器学习市场估计和预测
- 美国
- 加拿大
欧洲
- 2017-2030 年欧洲机器学习市场估计和预测
- 德国
- 英国
- 法国
亚太地区
- 2017-2030 年亚太地区机器学习市场估计和预测
- 中国
- 日本
- 印度
- 韩国
- 澳大利亚
拉美
- 2017-2030 年拉丁美洲机器学习市场估计和预测
- 巴西
- 墨西哥
中东/非洲
- 2017-2030 年 MEA 机器学习市场估计和预测
- 沙乌地阿拉伯
- 阿拉伯聯合大公国
- 南非

第8章机器学习市场-竞争形势

主要市场参与企业的最新趋势和影响分析
公司分类
参与企业概况
财务绩效
产品基准评效
2022 年公司市场份额分析
企业热力图分析
战略规划
- 扩张
- 併购
- 伙伴关係与协作
- 新产品发布
战略规划
- 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

简介目录图表

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

简介目录图表

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)