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市场调查报告书
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1747841

人工智慧机器学习技术的全球市场

Machine Learning Technology in Artificial Intelligence
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 212 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年，全球人工智慧机器学习技术市场规模将达到 359 亿美元

人工智慧机器学习技术的全球市场规模预计在2024年为96亿美元，预计到2030年将达到359亿美元，2024年至2030年的复合年增长率为24.6%。作为报告分析的细分市场之一，解决方案组件预计将实现21.9%的复合年增长率，并在分析期结束时达到196亿美元。服务组件细分市场在分析期间内的复合年增长率预计为28.7%。

美国市场预计将成长至 25 亿美元，中国市场的复合年增长率将达到 23.5%

美国人工智慧机器学习技术市场规模预计在2024年达到25亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到55亿美元，在2024-2030年的分析期内，复合年增长率将达到23.5%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为22.1%和21.5%。在欧洲，预计德国市场的复合年增长率约为17.3%。

全球人工智慧中的机器学习技术—关键趋势与驱动因素总结

为什么机器学习是现代人工智慧系统的核心引擎

机器学习是推动人工智慧发展的基础技术，它使系统能够学习模式、进行预测并随着时间的推移不断改进，而无需进行明确的程式设计。与传统的基于规则的自动化不同，机器学习模型直接从数据中获取洞察，使其具有高度的适应性、扩充性，并适用于从影像识别和语音辨识到语言处理、异常检测和自主决策等广泛的任务。

机器学习支撑着现代人工智慧领域的大部分突破，包括电脑视觉、自然语言处理 (NLP)、强化学习和深度学习。神经网路、决定架构、支援向量机和梯度提升等演算法用于训练模型，为虚拟助理、建议引擎、自动驾驶汽车、诈欺侦测和智慧机器人等应用提供支援。这种以数据为中心的方法使人工智慧系统能够动态地回应新的输入，从而大大扩展了智慧自动化的范围。

演算法、架构和基础架构如何发展机器学习能力？

由于模型架构、运算能力和资料处理技术的进步，机器学习领域正在快速发展。深度学习框架，尤其是卷积类神经网路(CNN)、循环神经网路 (RNN) 和变压器，在视觉和语言任务方面取得了显着进展。迁移学习和基础模型（例如 BERT、GPT 和 CLIP）能够以最少的再训练实现跨领域泛化，从而缩短机器学习专案的价值实现时间。

在基础设施方面，GPU、TPU 和 AI 加速器的普及使得在海量资料集上训练超大型模型成为可能。并行处理和分散式训练使大规模机器学习变得切实可行且经济高效。 AutoML 和神经架构搜寻 (NAS) 工具正在自动化模型选择和超参数调优，降低机器学习开发的门槛，并提高非专家使用者的效率。这些趋势正在推动商业和研究领域对强大机器学习功能的普及。

哪些产业正在利用机器学习来推动智慧自动化和创新？

如今，各大产业都在整合机器学习，以提高效率、智慧化程度和客户参与。在医疗保健领域，机器学习支援诊断成像、基因组学、药物研发和个人化医疗。在金融领域，它支援信用评分、风险建模、演算法交易和法规遵循。在零售领域，机器学习用于需求预测、客户细分和供应链优化。在交通运输领域，机器学习用于路线规划、自动驾驶和物流管理。

教育、娱乐、能源和农业领域也采用机器学习来解决复杂问题，从自适应学习平台到可再生能源系统的预测性维护。政府和安全机构正在将机器学习用于监控、网路安全和预测性警务。随着企业日益追求人工智慧主导的转型，机器学习已成为释放自动化、减少业务摩擦和实现全新收益模式的核心。

是什么推动了人工智慧中机器学习技术市场的成长？

机器学习技术在更广泛的人工智慧市场中的成长，得益于数据可用性的指数级增长、运算能力的不断提升以及对智慧自动化的策略需求。一个关键的成长要素是机器学习在即时系统（例如语音助理、聊天机器人以及需要低延迟、高可靠性模型的自主系统）中的日益普及。企业数位转型、云端人工智慧平台和开放原始码生态系统正在加速各种规模的企业对机器学习的采用。

监管奖励旨在促进人工智慧的安全性、透明度和公平性，推动对可解释机器学习、符合伦理道德的人工智慧框架和模型管治的投资。此外，边缘人工智慧和装置端学习的蓬勃发展，为穿戴式装置、物联网和行动装置中的轻量级嵌入式机器学习解决方案开闢了新的市场。这些动态确保了机器学习在未来几年内仍将是各行各业、各国以及数位经济领域人工智慧创新的核心。

部分

组件（解决方案、服务）；组织规模（中小企业、大型企业）；部署（本地、云端）；最终用途（医疗保健、BFSI、法律、零售、广告与媒体、汽车与运输、农业、其他最终用途）

受访公司范例（44家值得关注的公司）

  • Alibaba Group
  • Amazon Web Services
  • Anthropic
  • Apple Inc.
  • Baidu Inc.
  • Databricks
  • DeepMind（Google）
  • IBM
  • Intel Corporation
  • Meta Platforms
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI
  • Oracle Corporation
  • Salesforce
  • Samsung Electronics
  • SAP SE
  • Tencent Holdings
  • Tesla Inc.
  • xAI

关税影响係数

全球产业分析师根据公司总部所在国家、製造地、进出口（成品和原始OEM）来预测其竞争地位的变化。这种复杂且多面向的市场动态预计将以多种方式影响竞争对手，包括人为提高销货成本、盈利下降、供应链重组以及其他微观和宏观市场动态。

全球产业分析师密切关注来自全球顶尖首席经济学家（14,949位）、智库（62家）以及贸易和产业协会（171家）的专家的意见，以评估其对生态系统的影响并应对新的市场现实。我们追踪了来自每个主要国家的专家和经济学家对关税及其对本国影响的看法。

全球产业分析师预计，这场动盪将在未来2-3个月内逐渐平息，新的世界秩序将更加清晰地建立。全球产业分析师正在即时追踪这些事态发展。

2025年4月：谈判阶段

在4月的报告中，我们将探讨关税对全球整体市场的影响，并提供区域市场调整。我们的预测是基于历史数据和不断变化的市场影响因素。

2025年7月：最终关税调整

在各国宣布最终重置后，客户将在 7 月收到免费更新，最终更新将包含明确的关税影响分析。

相互和双边贸易及关税影响分析：

美国<>中国<>墨西哥<>加拿大<>欧盟<>日本<>印度<>其他176个国家

领先的产业经济学家：全球产业分析师知识库追踪了 14,949 位经济学家，其中包括来自民族国家、智库、贸易和产业协会、大型企业以及各领域专家的最具影响力的首席经济学家，他们共用了这场前所未有的全球经济状况模式转移的影响。我们超过 16,491 份报告大多遵循基于里程碑的两阶段发布计划。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP35313

Global Machine Learning Technology in Artificial Intelligence Market to Reach US$35.9 Billion by 2030

The global market for Machine Learning Technology in Artificial Intelligence estimated at US$9.6 Billion in the year 2024, is expected to reach US$35.9 Billion by 2030, growing at a CAGR of 24.6% over the analysis period 2024-2030. Solutions Component, one of the segments analyzed in the report, is expected to record a 21.9% CAGR and reach US$19.6 Billion by the end of the analysis period. Growth in the Services Component segment is estimated at 28.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.5 Billion While China is Forecast to Grow at 23.5% CAGR

The Machine Learning Technology in Artificial Intelligence market in the U.S. is estimated at US$2.5 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$5.5 Billion by the year 2030 trailing a CAGR of 23.5% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 22.1% and 21.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 17.3% CAGR.

Global Machine Learning Technology in Artificial Intelligence - Key Trends & Drivers Summarized

Why Is Machine Learning the Core Engine Behind Modern AI Systems?

Machine learning is the foundational technology driving the evolution of artificial intelligence by enabling systems to learn patterns, make predictions, and improve over time without explicit programming. Unlike traditional rule-based automation, machine learning models derive insights directly from data, making them adaptive, scalable, and applicable to a wide range of tasks-from image and speech recognition to language processing, anomaly detection, and autonomous decision-making.

ML underpins most modern AI breakthroughs-whether in computer vision, natural language processing (NLP), reinforcement learning, or deep learning. Algorithms such as neural networks, decision trees, support vector machines, and gradient boosting are used to train models that power applications in virtual assistants, recommendation engines, autonomous vehicles, fraud detection, and smart robotics. This data-centric approach allows AI systems to respond dynamically to new inputs, significantly expanding the scope of intelligent automation.

How Are Algorithms, Architectures, and Infrastructure Advancing ML Capabilities?

The machine learning field is progressing rapidly due to advances in model architectures, computational power, and data processing techniques. Deep learning frameworks-especially convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformers-have enabled major gains in vision and language tasks. Transfer learning and foundation models like BERT, GPT, and CLIP allow generalization across domains with minimal retraining, reducing time-to-value for ML initiatives.

On the infrastructure side, the proliferation of GPUs, TPUs, and AI accelerators has unlocked the training of ultra-large models on massive datasets. Parallel processing and distributed training are making large-scale ML practical and cost-effective. AutoML and neural architecture search (NAS) tools are automating model selection and hyperparameter tuning, lowering the barrier to ML development and enhancing efficiency for non-expert users. These trends are democratizing access to powerful ML capabilities across business and research domains.

Which Sectors Are Leveraging ML to Drive Intelligent Automation and Innovation?

Every major industry is now integrating ML to enhance efficiency, intelligence, and customer engagement. In healthcare, ML supports diagnostic imaging, genomics, drug discovery, and personalized medicine. In finance, it powers credit scoring, risk modeling, algorithmic trading, and regulatory compliance. The retail sector uses ML for demand forecasting, customer segmentation, and supply chain optimization, while the transportation sector relies on it for route planning, autonomous driving, and logistics management.

Education, entertainment, energy, and agriculture are also adopting ML to solve complex problems-from adaptive learning platforms to predictive maintenance in renewable energy systems. Government and security agencies use ML for surveillance, cybersecurity, and predictive policing. As enterprises increasingly pursue AI-driven transformation, machine learning is central to unlocking automation, reducing operational friction, and enabling new revenue models.

What Is Driving Growth in the Machine Learning Technology Market Within AI?

The growth in machine learning technology within the broader AI market is fueled by surging data availability, increasing compute capabilities, and the strategic need for intelligent automation. A key growth factor is the expanding deployment of ML in real-time systems-such as voice assistants, chatbots, and autonomous systems-requiring low-latency, high-reliability models. Enterprise digital transformation, cloud AI platforms, and open-source ecosystems are accelerating ML adoption across businesses of all sizes.

Regulatory incentives for AI safety, transparency, and fairness are prompting investments in explainable ML, ethical AI frameworks, and model governance. Additionally, the proliferation of edge AI and on-device learning is opening new markets for lightweight, embedded ML solutions in wearables, IoT, and mobile devices. These dynamics ensure machine learning will remain the central enabler of AI innovation across industries, nations, and digital economies in the years to come.

SCOPE OF STUDY:

The report analyzes the Machine Learning Technology in Artificial Intelligence market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Solutions, Services); Organization Size (SMEs, Large Enterprises); Deployment (On-Premise, Cloud); End-Use (Healthcare, BFSI, Law, Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 44 Featured) -

  • Alibaba Group
  • Amazon Web Services
  • Anthropic
  • Apple Inc.
  • Baidu Inc.
  • Databricks
  • DeepMind (Google)
  • IBM
  • Intel Corporation
  • Meta Platforms
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI
  • Oracle Corporation
  • Salesforce
  • Samsung Electronics
  • SAP SE
  • Tencent Holdings
  • Tesla Inc.
  • xAI

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by artificially increasing the COGS, reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

We are diligently following expert opinions of leading Chief Economists (14,949), Think Tanks (62), Trade & Industry bodies (171) worldwide, as they assess impact and address new market realities for their ecosystems. Experts and economists from every major country are tracked for their opinions on tariffs and how they will impact their countries.

We expect this chaos to play out over the next 2-3 months and a new world order is established with more clarity. We are tracking these developments on a real time basis.

As we release this report, U.S. Trade Representatives are pushing their counterparts in 183 countries for an early closure to bilateral tariff negotiations. Most of the major trading partners also have initiated trade agreements with other key trading nations, outside of those in the works with the United States. We are tracking such secondary fallouts as supply chains shift.

To our valued clients, we say, we have your back. We will present a simplified market reassessment by incorporating these changes!

APRIL 2025: NEGOTIATION PHASE

Our April release addresses the impact of tariffs on the overall global market and presents market adjustments by geography. Our trajectories are based on historic data and evolving market impacting factors.

JULY 2025 FINAL TARIFF RESET

Complimentary Update: Our clients will also receive a complimentary update in July after a final reset is announced between nations. The final updated version incorporates clearly defined Tariff Impact Analyses.

Reciprocal and Bilateral Trade & Tariff Impact Analyses:

USA <> CHINA <> MEXICO <> CANADA <> EU <> JAPAN <> INDIA <> 176 OTHER COUNTRIES.

Leading Economists - Our knowledge base tracks 14,949 economists including a select group of most influential Chief Economists of nations, think tanks, trade and industry bodies, big enterprises, and domain experts who are sharing views on the fallout of this unprecedented paradigm shift in the global econometric landscape. Most of our 16,491+ reports have incorporated this two-stage release schedule based on milestones.

COMPLIMENTARY PREVIEW

Contact your sales agent to request an online 300+ page complimentary preview of this research project. Our preview will present full stack sources, and validated domain expert data transcripts. Deep dive into our interactive data-driven online platform.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Tariff Impact on Global Supply Chain Patterns
    • Machine Learning Technology in Artificial Intelligence - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Explosion of Structured and Unstructured Data Across Enterprises Drives Core Dependence on Machine Learning in AI Systems
    • Advancements in Neural Network Architectures Propel Sophistication and Accuracy of Machine Learning Models
    • Proliferation of AI Use Cases in Healthcare, Finance, Retail, and Manufacturing Strengthens the Role of ML Technologies
    • Increased Processing Power and Parallelism in GPUs and TPUs Boost Training Speed and Efficiency of ML Algorithms
    • Widespread Availability of Open-Source Frameworks Like TensorFlow and PyTorch Accelerates ML Model Development
    • Growth in Demand for Predictive and Prescriptive Analytics Supports Broad Adoption of Machine Learning Techniques
    • Integration of Machine Learning With NLP and Computer Vision Expands Application Scope Across AI Ecosystems
    • Surging Investment in GenAI and Foundation Models Elevates the Strategic Importance of Machine Learning Algorithms
    • OEM Demand for Custom AI Solutions Drives Development of Domain-Specific Machine Learning Pipelines
    • Rise in Edge AI and Embedded ML Applications Spurs Optimization of Models for Low-Power, Real-Time Processing
    • Convergence of ML With Robotics and Autonomous Systems Drives Advanced Real-World Decision-Making Capabilities
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Machine Learning Technology in Artificial Intelligence Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Advertising & Media by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Advertising & Media by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Automotive & Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Automotive & Transportation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Agriculture by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Agriculture by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Law by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Law by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • CANADA
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • JAPAN
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • CHINA
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 56: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • EUROPE
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • FRANCE
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 74: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 80: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • GERMANY
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • ITALY
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • UNITED KINGDOM
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 98: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 104: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030

IV. COMPETITION