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市场调查报告书
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1751606

机器学习市场规模、份额、趋势分析报告：按组件、公司规模、最终用途、地区、细分市场预测，2025-2030 年

Machine Learning Market Size, Share & Trends Analysis Report, By Component (Hardware, Software, Services), By Enterprise Size (SMEs, Large Enterprises), By End-use, By Region, And Segment Forecasts, 2025 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

机器学习市场的成长与趋势：

根据Grand View Research, Inc.的最新报告，预计到2030年全球机器学习市场规模将达到4,199.4亿美元，2025年至2030年的复合年增长率为33.2%。

由于各行各业对人工智慧主导解决方案的需求不断增长，市场正在持续成长。随着越来越多的组织认识到机器学习的潜力并投资其应用，预计市场规模将进一步扩大。边缘人工智慧的日益普及正在推动市场成长。边缘人工智慧减少了对云端运算的依赖，从而缩短了回应时间，提高了隐私保护水准并提高了频宽效率。

各行各业的众多企业都在运用机器学习 (ML) 来提高生产力、简化流程并推动决策。机器学习可用于个人化产品推荐、需求预测、诈欺侦测、库存管理、价格优化等。例如，美国串流媒体和录影带出租公司 Netflix 就利用机器学习来提升客户体验。该公司长期以来一直在使用机器学习演算法，为观众提供个人化推荐。像美国跨国科技公司 Amazon.com 这样的电商公司也利用机器学习建议，以提升销售量。

细粒度个人化、超目标定位、搜寻引擎优化 (SEO)、无程式码环境、自学习机器人等技术发展预计将对机器学习领域产生重大影响。这些技术发展源于对个人化体验、提升网站排名、高效行销策略、可访问性和智慧自动化的需求，推动机器学习应用的不断发展。

例如，谷歌有限责任公司在机器学习，尤其是在电脑视觉领域取得了长足的进步。谷歌的研究部门谷歌研究院开发并部署了Inception系列和EfficientDet物件侦测模型等机器学习模型。这些模型显着提高了影像分类、物件侦测和影像分割等电脑视觉任务的准确性和效能。

北美许多行业正在采用机器学习，从海量数据中获取洞察，从而改善业务。机器学习正应用于金融、医疗、零售、製造和技术等各个领域，用于执行诈骗侦测、个人化行销、预测性维护和自动化客户服务等任务。北美日益普及的云端基础的机器学习服务正在推动市场成长。亚马逊网路服务、微软 Azure 和谷歌云端等云端处理平台的兴起，使企业能够更轻鬆地存取和部署机器学习工具和基础设施。

机器学习市场报告重点

  • 预计到 2024 年，服务业将占据最高收入份额，达到 54.1%。机器学习的采用受到其日益增强的可访问性、降低营运成本的压力以及核心业务功能自动化的驱动。
  • 大型企业部门在 2024 年占据了最大的市场收益占有率。根据公司规模，市场分为中小型企业 (SME) 和大型企业。
  • 广告和媒体领域在 2024 年占据了最大的市场收益占有率。超个人化是主要趋势之一，其中机器学习演算法分析大量用户资料以产生高度个人化和相关的广告，从而提高参与度和转换率。
  • 北美将主导市场，到 2024 年的市占率将达到 26.7%。随着机器学习对社会的影响日益增大，道德人工智慧和负责任的人工智慧实践在北美变得越来越重要。

目录

第一章调查方法与范围

第二章执行摘要

第三章 机器学习市场变数、趋势与范围

  • 市场展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 机器学习市场分析工具
    • 产业分析—波特五力分析
    • PESTEL分析
  • 痛点分析

第四章 机器学习市场：成分估算与趋势分析

  • 细分仪表板
  • 机器学习市场：组件变异分析，2022 年和 2030 年
  • 硬体
  • 软体
  • 服务

第五章 机器学习市场：公司规模估算与趋势分析

  • 细分仪表板
  • 机器学习市场：2022 年和 2030 年公司规模变化分析
  • 小型企业
  • 大公司
    • 企业机器学习市场：2018 年至 2030 年收益估计与预测

第六章机器学习市场：最终用途评估与趋势分析

  • 细分仪表板
  • 机器学习市场：最终用途变化分析，2024 年和 2030 年
  • 卫生保健
    • 医疗保健市场中的机器学习：2018 年至 2030 年的收益估算和预测
  • BFSI
    • BFSI 市场中的机器学习：2018-2030 年收益估算与预测
  • 法律
    • 法律市场中的机器学习：2018 年至 2030 年的收益估算与预测
  • 零售
    • 零售市场机器学习：2018-2030 年收益估计与预测
  • 广告和媒体
    • 广告与媒体市场中的机器学习：2018-2030 年收益估算与预测
  • 汽车与运输
    • 汽车和运输市场中的机器学习：2018 年至 2030 年的收益估计和预测
  • 农业
    • 农业机器学习市场：2018-2030 年收益估计与预测
  • 製造业
    • 製造业机器学习市场：2018-2030 年收益估计与预测
  • 其他的
    • 其他机器学习市场：2018 年至 2030 年收益估算与预测

第七章机器学习市场：区域评估与趋势分析

  • 2022 年及 2030 年各地区机器学习市场占有率
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 南非
    • 阿拉伯聯合大公国
    • 沙乌地阿拉伯

第八章 竞争态势

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务表现
  • 产品基准
  • 公司热图分析
  • 战略地图
  • 公司简介/上市公司
    • Amazon Web Services, Inc.
    • Baidu, Inc.
    • Google
    • H2O.ai.
    • Hewlett-Packard Enterprise Development LP
    • Intel Corporation
    • International Business Machines Corporation
    • Microsoft
    • SAS Institute Inc.
    • SAP SE or an SAP affiliate company
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, registering a CAGR of 33.2% from 2025 to 2030, according to a new report by Grand View Research, Inc. 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 services segment accounted for the highest revenue share of 54.1% in 2024. The adoption of machine learning is driven by its increasing accessibility, the pressure to lower operational costs, and the push to automate core business functions.
  • The large enterprises segment accounted for the largest market revenue share in 2024. Based on enterprise size, the market is categorized into small and medium enterprises (SMEs) and large enterprises.
  • The advertising & media segment accounted for the largest market revenue share in 2024. Hyper-personalization is one of the key trends in which machine learning algorithms analyze enormous volumes of user data to produce highly personalized and pertinent adverts that boost engagement and conversion rates.
  • North America dominated the market and accounted for a 26.7% share in 2024. With machine learning's increasing impact on society, there is a growing emphasis on ethical AI and responsible AI practices in North America.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. Market Formulation & Validation
  • 1.7. Country Based Segment Share Calculation
  • 1.8. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Machine Learning Market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Machine Learning Market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and Social landscape
      • 3.3.2.3. Technological landscape
  • 3.4. Pain Point Analysis

Chapter 4. Machine Learning Market: Component Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Machine Learning market: Component Movement Analysis, 2022 & 2030 (USD Million)
  • 4.3. Hardware
    • 4.3.1. Software Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Software
    • 4.4.1. Software Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Services
    • 4.5.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

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

  • 5.1. Segment Dashboard
  • 5.2. Machine Learning Market: Deployment Movement Analysis, 2022 & 2030 (USD Million)
  • 5.3. SMEs
    • 5.3.1. SMEs Machine Learning Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Large Enterprises
    • 5.4.1. Large Enterprises Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

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

  • 6.1. Segment Dashboard
  • 6.2. Machine Learning market: End Use Movement Analysis, 2024 & 2030 (USD Million)
  • 6.3. Healthcare
    • 6.3.1. Healthcare Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. BFSI
    • 6.4.1. BFSI Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Law
    • 6.5.1. Law Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Retail
    • 6.6.1. Retail Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Advertising & Media
    • 6.7.1. Advertising & Media Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Automotive & Transportation
    • 6.8.1. Automotive & Transportation Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.9. Agriculture
    • 6.9.1. Agriculture Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.10. Manufacturing
    • 6.10.1. Manufacturing Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.11. Others
    • 6.11.1. Others Machine Learning market: Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Machine Learning Market: Regional Estimates & Trend Analysis

  • 7.1. Machine Learning Market Share, By Region, 2022 & 2030 (USD Million)
  • 7.2. North America
    • 7.2.1. North America Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. South Africa
      • 7.6.2.1. South Africa Machine Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE Machine Learning market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. KSA
      • 7.6.4.1. KSA Machine Learning market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Product Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Amazon Web Services, Inc.
      • 8.8.1.1. Participant's Overview
      • 8.8.1.2. Financial Performance
      • 8.8.1.3. Product Benchmarking
      • 8.8.1.4. Recent Developments
    • 8.8.2. Baidu, Inc.
      • 8.8.2.1. Participant's Overview
      • 8.8.2.2. Financial Performance
      • 8.8.2.3. Product Benchmarking
      • 8.8.2.4. Recent Developments
    • 8.8.3. Google
      • 8.8.3.1. Participant's Overview
      • 8.8.3.2. Financial Performance
      • 8.8.3.3. Product Benchmarking
      • 8.8.3.4. Recent Developments
    • 8.8.4. H2O.ai.
      • 8.8.4.1. Participant's Overview
      • 8.8.4.2. Financial Performance
      • 8.8.4.3. Product Benchmarking
      • 8.8.4.4. Recent Developments
    • 8.8.5. Hewlett-Packard Enterprise Development LP
      • 8.8.5.1. Participant's Overview
      • 8.8.5.2. Financial Performance
      • 8.8.5.3. Product Benchmarking
      • 8.8.5.4. Recent Developments
    • 8.8.6. Intel Corporation
      • 8.8.6.1. Participant's Overview
      • 8.8.6.2. Financial Performance
      • 8.8.6.3. Product Benchmarking
      • 8.8.6.4. Recent Developments
    • 8.8.7. International Business Machines Corporation
      • 8.8.7.1. Participant's Overview
      • 8.8.7.2. Financial Performance
      • 8.8.7.3. Product Benchmarking
      • 8.8.7.4. Recent Developments
    • 8.8.8. Microsoft
      • 8.8.8.1. Participant's Overview
      • 8.8.8.2. Financial Performance
      • 8.8.8.3. Product Benchmarking
      • 8.8.8.4. Recent Developments
    • 8.8.9. SAS Institute Inc.
      • 8.8.9.1. Participant's Overview
      • 8.8.9.2. Financial Performance
      • 8.8.9.3. Product Benchmarking
      • 8.8.9.4. Recent Developments
    • 8.8.10. SAP SE or an SAP affiliate company
      • 8.8.10.1. Participant's Overview
      • 8.8.10.2. Financial Performance
      • 8.8.10.3. Product Benchmarking
      • 8.8.10.4. Recent Developments

List of Tables

  • Table 1 Global Machine Learning market by Component, 2018 - 2030 (USD Million)
  • Table 2 Global Machine Learning market by Enterprise Size, 2018 - 2030 (USD Million)
  • Table 3 Global Machine Learning market by End-Use, 2018 - 2030 (USD Million)
  • Table 4 Global Machine Learning market by region, 2018 - 2030 (USD Million)
  • Table 5 North America Machine Learning market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe Machine Learning market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific Machine Learning market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America Machine Learning market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA Machine Learning market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services.
  • Table 11 Key companies engaged in mergers & acquisition.
  • Table 12 Key companies engaged in Research & development.
  • Table 13 Key Companies engaged in expansion.

List of Figures

  • Fig. 1 Machine Learning market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Machine Learning market snapshot
  • Fig. 8 Machine Learning market segment snapshot
  • Fig. 9 Machine Learning market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Machine Learning market: Component outlook key takeaways (USD Million)
  • Fig. 13 Machine Learning market: Component movement analysis 2024 & 2030 (USD Million)
  • Fig. 14 Hardware Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Software Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Services Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Machine Learning Market: Enterprise Size key takeaways (USD Million)
  • Fig. 18 Machine Learning market: Enterprise Size movement analysis 2024 & 2030 (USD Million)
  • Fig. 19 SMEs Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Large Enterprise Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 Machine Learning Market: End Use outlook key takeaways (USD Million)
  • Fig. 22 Machine Learning market: End Use movement analysis 2024 & 2030 (USD Million)
  • Fig. 23 Healthcare Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 BFSI Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Law Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Retail Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Advertising & Media providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Automotive & Transportation providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Agriculture providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Manufacturing providers Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Others Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Regional marketplace: Key takeaways
  • Fig. 33 Machine Learning market: Regional outlook, 2024 & 2030, USD Million
  • Fig. 34 North America Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 U.S. Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Canada Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Mexico Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Europe Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 UK Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Germany Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 France Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Asia Pacific Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 China Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 Japan Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 India Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 South Korea Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Australia Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Latin America Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 Brazil Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 MEA Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 KSA Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 UAE Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 South Africa Machine Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 Company Categorization
  • Fig. 55 Company Market Positioning
  • Fig. 56 Strategy framework