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1747841

人工智慧機器學習技術的全球市場

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個工作天內

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簡介目錄

預計到 2030 年，全球人工智慧機器學習技術市場規模將達到 359 億美元

人工智慧機器學習技術的全球市場規模預計在2024年為96億美元，預計到2030年將達到359億美元，2024年至2030年的複合年成長率為24.6%。作為報告分析的細分市場之一，解決方案組件預計將實現21.9%的複合年成長率，並在分析期結束時達到196億美元。服務組件細分市場在分析期間內的複合年成長率預計為28.7%。

美國市場預計將成長至 25 億美元，中國市場的複合年成長率將達到 23.5%

美國人工智慧機器學習技術市場規模預計在2024年達到25億美元。預計到2030年，作為世界第二大經濟體的中國市場規模將達到55億美元，在2024-2030年的分析期內，複合年成長率將達到23.5%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為22.1%和21.5%。在歐洲，預計德國市場的複合年成長率約為17.3%。

全球人工智慧中的機器學習技術—關鍵趨勢與促進因素總結

為什麼機器學習是現代人工智慧系統的核心引擎

機器學習是推動人工智慧發展的基礎技術，它使系統能夠學習模式、進行預測並隨著時間的推移不斷改進，而無需進行明確的程式設計。與傳統的基於規則的自動化不同，機器學習模型直接從數據中獲取洞察，使其具有高度的適應性、擴充性，並適用於從影像識別和語音辨識到語言處理、異常檢測和自主決策等廣泛的任務。

機器學習支撐著現代人工智慧領域的大部分突破，包括電腦視覺、自然語言處理 (NLP)、強化學習和深度學習。神經網路、決定架構、支援向量機和梯度提升等演算法用於訓練模型，為虛擬助理、建議引擎、自動駕駛汽車、詐欺偵測和智慧機器人等應用提供支援。這種以數據為中心的方法使人工智慧系統能夠動態地回應新的輸入，從而大大擴展了智慧自動化的範圍。

演算法、架構和基礎架構如何發展機器學習能力？

由於模型架構、運算能力和資料處理技術的進步，機器學習領域正在快速發展。深度學習框架，尤其是卷積類神經網路(CNN)、循環神經網路 (RNN) 和變壓器，在視覺和語言任務方面取得了顯著進展。遷移學習和基礎模型（例如 BERT、GPT 和 CLIP）能夠以最少的再訓練實現跨領域泛化，從而縮短機器學習專案的價值實現時間。

在基礎設施方面，GPU、TPU 和 AI 加速器的普及使得在海量資料集上訓練超大型模型成為可能。並行處理和分散式訓練使大規模機器學習變得切實可行且經濟高效。 AutoML 和神經架構搜尋 (NAS) 工具正在自動化模型選擇和超參數調優，降低機器學習開發的門檻，並提高非專家使用者的效率。這些趨勢正在推動商業和研究領域對強大機器學習功能的普及。

哪些產業正在利用機器學習來推動智慧自動化和創新？

如今，各大產業都在整合機器學習，以提高效率、智慧化程度和客戶參與。在醫療保健領域，機器學習支援診斷成像、基因組學、藥物研發和個人化醫療。在金融領域，它支援信用評分、風險建模、演算法交易和法規遵循。在零售領域，機器學習用於需求預測、客戶細分和供應鏈最佳化。在交通運輸領域，機器學習用於路線規劃、自動駕駛和物流管理。

教育、娛樂、能源和農業領域也採用機器學習來解決複雜問題，從自適應學習平台到可再生能源系統的預測性維護。政府和安全機構正在將機器學習用於監控、網路安全和預測性警務。隨著企業日益追求人工智慧主導的轉型，機器學習已成為釋放自動化、減少業務摩擦和實現全新收益模式的核心。

是什麼推動了人工智慧中機器學習技術市場的成長？

機器學習技術在更廣泛的人工智慧市場中的成長，得益於數據可用性的指數級成長、運算能力的不斷提升以及對智慧自動化的策略需求。一個關鍵的成長要素是機器學習在即時系統（例如語音助理、聊天機器人以及需要低延遲、高可靠性模型的自主系統）中的日益普及。企業數位轉型、雲端人工智慧平台和開放原始碼生態系統正在加速各種規模的企業對機器學習的採用。

監管獎勵旨在促進人工智慧的安全性、透明度和公平性，推動對可解釋機器學習、符合倫理道德的人工智慧框架和模型管治的投資。此外，邊緣人工智慧和裝置端學習的蓬勃發展，為穿戴式裝置、物聯網和行動裝置中的輕量級嵌入式機器學習解決方案開闢了新的市場。這些動態確保了機器學習在未來幾年內仍將是各行各業、各國以及數位經濟領域人工智慧創新的核心。

部分

組件（解決方案、服務）；組織規模（中小企業、大型企業）；部署（本地、雲端）；最終用途（醫療保健、BFSI、法律、零售、廣告與媒體、汽車與運輸、農業、其他最終用途）

受訪公司範例（44家值得關注的公司）

  • 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

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地、進出口（成品和原始OEM）來預測其競爭地位的變化。這種複雜且多面向的市場動態預計將以多種方式影響競爭對手，包括人為提高銷貨成本、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

全球產業分析師密切關注來自全球頂尖首席經濟學家（14,949位）、智庫（62家）以及貿易和產業協會（171家）的專家的意見，以評估其對生態系統的影響並應對新的市場現實。我們追蹤了來自每個主要國家的專家和經濟學家對關稅及其對本國影響的看法。

全球產業分析師預計，這場動盪將在未來2-3個月內逐漸平息，新的世界秩序將更加清晰地建立。全球產業分析師正在即時追蹤這些事態發展。

2025年4月：談判階段

在4月的報告中，我們將探討關稅對全球整體市場的影響，並提供區域市場調整。我們的預測是基於歷史數據和不斷變化的市場影響因素。

2025年7月：最終關稅調整

在各國宣布最終重置後，客戶將在 7 月收到免費更新，最終更新將包含明確的關稅影響分析。

相互和雙邊貿易及關稅影響分析：

美國<>中國<>墨西哥<>加拿大<>歐盟<>日本<>印度<>其他176個國家

領先的產業經濟學家：全球產業分析師知識庫追蹤了 14,949 位經濟學家，其中包括來自民族國家、智庫、貿易和產業協會、大型企業以及各領域專家的最具影響力的首席經濟學家，他們共用了這場前所未有的全球經濟狀況模式轉移的影響。我們超過 16,491 份報告大多遵循基於里程碑的兩階段發布計劃。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
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