세계의 머신러닝(ML) 플랫폼 시장 : 시장 규모, 점유율 및 동향, 업계 분석 - 전개 방식별, 조직 규모별, 용도별, 업종별, 플랫폼 능력별, 지역별, 예측(2025-2034년)

The machine learning platforms market size is expected to reach USD 462.73 billion by 2034, according to a new study by Polaris Market Research. The report "Machine Learning Platforms Market Share, Size, Trends, Industry Analysis Report: By Deployment Type (Cloud-Based, On-Premises, and Hybrid), Organization Size, Application, Industry Vertical, Platform Capability, and Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa); Market Forecast, 2025-2034" gives a detailed insight into current market dynamics and provides analysis on future market growth.

A machine learning platform is an integrated suite of tools and services that streamlines the end-to-end lifecycle of machine learning model development and deployment. The machine learning platforms market growth is attributed to the convergence of machine learning with low-code and no-code environments, allowing broader accessibility to AI capabilities without deep technical expertise. This integration aligns with the platform's core purpose of simplifying complex ML workflows, enabling faster model experimentation and deployment. Organizations are increasingly turning to such platforms to empower non-technical teams, reduce development timelines, and accelerate AI-driven innovation. The demand for intuitive, user-friendly platforms continues to rise as businesses seek to infuse intelligence into everyday operations.

The demand for machine learning platforms is growing due to the emphasis on responsible AI and model governance. There is a heightened need to ensure transparency, fairness, and accountability in model outcomes with the increasing adoption of ML across sensitive applications. Platforms are evolving to include features for explainability, bias detection, and regulatory compliance to address ethical concerns and build trust in AI systems. This shift reflects a broader movement toward more accountable and human-centric AI development practices. Vendors are addressing enterprise risk management needs and positioning their solutions for long-term strategic relevance by embedding responsible AI tools directly into the platform environment.

Machine Learning Platforms Market Report Highlights

In terms of deployment type, the cloud-based segment led the machine learning platforms market share in 2024, as its inherent scalability, cost-effectiveness, and adaptability met the dynamic requirements of contemporary businesses.

Based on platform capability, the AutoML segment is anticipated to experience the highest growth rate, owing to its capacity to streamline and broaden access to machine learning model development for non-experts.

North America accounted for the largest share of the machine learning platforms market revenue in 2024, supported by its robust tech ecosystem, early embrace of analytics solutions, and concentration of major AI and cloud providers.

The Asia Pacific market is expected to grow during the fastest period, fueled by accelerating digital transformation, rising internet adoption, and substantial AI-focused investments across the region.

A few global key market players include Addepto sp. z o.o.; Amazon Web Services, Inc.; Databricks; DataRobot, Inc.; Google; IBM Corporation; IndiaNIC Infotech Limited; LeewayHertz; Markovate Inc.; Microsoft; MobiDev; Neoteric sp. z o.o.; Redblink; and ScienceSoft USA Corporation.

Polaris Market Research has segmented the market report on the basis of deployment type, organization size, application, industry vertical, platform capability, and region:

By Deployment Type Outlook (Revenue, USD Billion, 2020-2034)

Cloud-Based

On-Premises

Hybrid

By Organization Size Outlook (Revenue, USD Billion, 2020-2034)

Large Enterprises

Small and Medium Enterprises (SMEs)

Startups

By Application Outlook (Revenue, USD Billion, 2020-2034)

Predictive Analytics

Natural Language Processing

Computer Vision

Recommendation Systems

Others

By Industry Vertical Outlook (Revenue, USD Billion, 2020-2034)

Banking, Financial Services & Insurance

Healthcare & Life Sciences

Retail & E-commerce

Manufacturing

Telecommunications

Others

By Platform Capability Outlook (Revenue, USD Billion, 2020-2034)

AutoML Platforms

Full-Service ML Platforms

Specialized ML Tools

MLOps Solutions

Others

By Regional Outlook (Revenue, USD Billion, 2020-2034)

North America

US

Canada

Mexico

Europe

Germany

France

UK

Italy

Spain

Netherlands

Russia

Rest of Europe

Asia Pacific

China

Japan

India

Malaysia

South Korea

Indonesia

Australia

Rest of Asia Pacific

Middle East & Africa

Saudi Arabia

UAE

Israel

South Africa

Rest of Middle East & Africa

Latin America

Brazil

Argentina

Rest of Latin America

Table of Contents

1. Introduction

• 1.1. Report Description
  • 1.1.1. Objectives of the Study
  • 1.1.2. Market Scope
  • 1.1.3. Assumptions
• 1.2. Stakeholders

2. Executive Summary

• 2.1. Market Highlights

3. Research Methodology

• 3.1. Overview
  • 3.1.1. Data Mining
• 3.2. Data Sources
  • 3.2.1. Primary Sources
  • 3.2.2. Secondary Sources

4. Global Machine Learning Platforms Market Insights

• 4.1. Machine Learning Platforms Market - Material Snapshot
• 4.2. Machine Learning Platforms Market Dynamics
  • 4.2.1. Drivers and Opportunities
    • 4.2.1.1. Advances in Cloud Computing, AI Frameworks, and Integration with Big Data Analytics Platforms
    • 4.2.1.2. Rising Data Volume and Complexity
  • 4.2.2. Restraints and Challenges
    • 4.2.2.1. Slow Adoption Due to Lack of Standardization and SkilPredictive Analytics Workforce
• 4.3. Porter's Five Forces Analysis
  • 4.3.1. Bargaining Power of Suppliers (Moderate)
  • 4.3.2. Threats of New Entrants: (Low)
  • 4.3.3. Bargaining Power of Buyers (Moderate)
  • 4.3.4. Threat of Substitute (Moderate)
  • 4.3.5. Rivalry among existing firms (High)
• 4.4. PESTEL Analysis
• 4.5. Machine Learning Platforms Market Material Trends
• 4.6. Value Chain Analysis

5. Global Machine Learning Platforms Market, by Deployment Type

• 5.1. Key Findings
• 5.2. Introduction
  • 5.2.1. Global Machine Learning Platforms Market, by Deployment Type, 2020-2034 (USD Billion)
• 5.3. Cloud-Based
  • 5.3.1. Global Machine Learning Platforms Market, by Cloud-Based, by Region, 2020-2034 (USD Billion)
• 5.4. On-premises
  • 5.4.1. Global Machine Learning Platforms Market, by On-premises, by Region, 2020-2034 (USD Billion)
• 5.5. Hybrid
  • 5.5.1. Global Machine Learning Platforms Market, by Hybrid, by Region, 2020-2034 (USD Billion)

6. Global Machine Learning Platforms Market, by Organization Size

• 6.1. Key Findings
• 6.2. Introduction
  • 6.2.1. Global Machine Learning Platforms Market, by Organization Size, 2020-2034 (USD Billion)
• 6.3. Large Enterprises
  • 6.3.1. Global Machine Learning Platforms Market, by Large Enterprises, by Region, 2020-2034 (USD Billion)
• 6.4. Small and Medium Enterprises (SMEs)
  • 6.4.1. Global Machine Learning Platforms Market, by Small and Medium Enterprises (SMEs), by Region, 2020-2034 (USD Billion)
• 6.5. Startups
  • 6.5.1. Global Machine Learning Platforms Market, by Startups, by Region, 2020-2034 (USD Billion)

7. Global Machine Learning Platforms Market, by Application

• 7.1. Key Findings
• 7.2. Introduction
  • 7.2.1. Global Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
• 7.3. Predictive Analytics
  • 7.3.1. Global Machine Learning Platforms Market, by Predictive Analytics, by Region, 2020-2034 (USD Billion)
• 7.4. NATURAL LANGUAGE PROCESSING
  • 7.4.1. Global Machine Learning Platforms Market, by NATURAL LANGUAGE PROCESSING, by Region, 2020-2034 (USD Billion)
• 7.5. Computer Vision
  • 7.5.1. Global Machine Learning Platforms Market, by Computer Vision, by Region, 2020-2034 (USD Billion)
• 7.6. Recommendation Systems
  • 7.6.1. Global Machine Learning Platforms Market, by Recommendation Systems, by Region, 2020-2034 (USD Billion)
• 7.7. Others
  • 7.7.1. Global Machine Learning Platforms Market, by Others, by Region, 2020-2034 (USD Billion)

8. Global Machine Learning Platforms Market, by Industry Vertical

• 8.1. Key Findings
• 8.2. Introduction
  • 8.2.1. Global Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
• 8.3. Banking, Financial Services & Insurance
  • 8.3.1. Global Machine Learning Platforms Market, by Banking, Financial Services & Insurance, by Region, 2020-2034 (USD Billion)
• 8.4. Healthcare & Life Sciences
  • 8.4.1. Global Machine Learning Platforms Market, by Healthcare & Life Sciences, by Region, 2020-2034 (USD Billion)
• 8.5. Retail & E-commerce
  • 8.5.1. Global Machine Learning Platforms Market, by Retail & E-commerce, by Region, 2020-2034 (USD Billion)
• 8.6. Manufacturing
  • 8.6.1. Global Machine Learning Platforms Market, by Manufacturing, by Region, 2020-2034 (USD Billion)
• 8.7. Telecommunications
  • 8.7.1. Global Machine Learning Platforms Market, by Telecommunications, by Region, 2020-2034 (USD Billion)
• 8.8. Others
  • 8.8.1. Global Machine Learning Platforms Market, by Others, by Region, 2020-2034 (USD Billion)

9. Global Machine Learning Platforms Market, by Platform Capability

• 9.1. Key Findings
• 9.2. Introduction
  • 9.2.1. Global Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
• 9.3. AutoML Platforms
  • 9.3.1. Global Machine Learning Platforms Market, by AutoML Platforms, 2020-2034 (USD Billion)
• 9.4. Full-Service ML Platforms
  • 9.4.1. Global Machine Learning Platforms Market, by Full-Service ML Platforms, 2020-2034 (USD Billion)
• 9.5. Specialized ML Tools
  • 9.5.1. Global Machine Learning Platforms Market, by Specialized ML Tools, 2020-2034 (USD Billion)
• 9.6. MLOps Solutions
  • 9.6.1. Global Machine Learning Platforms Market, by MLOps Solutions, 2020-2034 (USD Billion)
• 9.7. Others
  • 9.7.1. Global Machine Learning Platforms Market, by Others, 2020-2034 (USD Billion)

Global Machine Learning Platforms Market, by Geography

• 9.8. Key Findings
• 9.9. Introduction
  • 9.9.1. Machine Learning Platforms Market Assessment, By Geography, 2020-2034 (USD Billion)
• 9.10. Machine Learning Platforms Market - North America
  • 9.10.1. North America: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
  • 9.10.2. North America: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
  • 9.10.3. North America: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
  • 9.10.4. North America: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
  • 9.10.5. North America: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.10.6. Machine Learning Platforms Market - US
    • 9.10.6.1. US: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.10.6.2. US: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.10.6.3. US: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.10.6.4. US: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.10.6.5. US: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.10.7. Machine Learning Platforms Market - Canada
    • 9.10.7.1. Canada: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.10.7.2. Canada: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.10.7.3. Canada: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.10.7.4. Canada: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.10.7.5. Canada: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
• 9.11. Machine Learning Platforms Market - Europe
  • 9.11.1. Europe: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
  • 9.11.2. Europe: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
  • 9.11.3. Europe: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
  • 9.11.4. Europe: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
  • 9.11.5. Europe: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.6. Machine Learning Platforms Market - UK
    • 9.11.6.1. UK: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.6.2. UK: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.6.3. UK: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.6.4. UK: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.6.5. UK: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.7. Machine Learning Platforms Market - France
    • 9.11.7.1. France: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.7.2. France: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.7.3. France: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.7.4. France: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.7.5. France: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.8. Machine Learning Platforms Market - Germany
    • 9.11.8.1. Germany: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.8.2. Germany: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.8.3. Germany: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.8.4. Germany: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.8.5. Germany: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.9. Machine Learning Platforms Market - Italy
    • 9.11.9.1. Italy: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.9.2. Italy: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.9.3. Italy: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.9.4. Italy: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.9.5. Italy: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.10. Machine Learning Platforms Market - Spain
    • 9.11.10.1. Spain: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.10.2. Spain: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.10.3. Spain: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.10.4. Spain: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.10.5. Spain: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.11. Machine Learning Platforms Market - Netherlands
    • 9.11.11.1. Netherlands: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.11.2. Netherlands: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.11.3. Netherlands: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.11.4. Netherlands: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.11.5. Netherlands: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.12. Machine Learning Platforms Market - Russia
    • 9.11.12.1. Russia: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.12.2. Russia: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.12.3. Russia: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.12.4. Russia: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.12.5. Russia: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.11.13. Machine Learning Platforms Market - Rest of Europe
    • 9.11.13.1. Rest of Europe: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.11.13.2. Rest of Europe: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.11.13.3. Rest of Europe: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.11.13.4. Rest of Europe: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.11.13.5. Rest of Europe: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
• 9.12. Machine Learning Platforms Market - Asia Pacific
  • 9.12.1. Asia Pacific: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
  • 9.12.2. Asia Pacific: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
  • 9.12.3. Asia Pacific: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
  • 9.12.4. Asia Pacific: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
  • 9.12.5. Asia Pacific: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.6. Machine Learning Platforms Market - China
    • 9.12.6.1. China: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.6.2. China: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.6.3. China: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.6.4. China: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.6.5. China: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.7. Machine Learning Platforms Market - India
    • 9.12.7.1. India: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.7.2. India: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.7.3. India: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.7.4. India: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.7.5. India: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.8. Machine Learning Platforms Market - Malaysia
    • 9.12.8.1. Malaysia: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.8.2. Malaysia: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.8.3. Malaysia: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.8.4. Malaysia: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.8.5. Malaysia: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.9. Machine Learning Platforms Market - Japan
    • 9.12.9.1. Japan: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.9.2. Japan: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.9.3. Japan: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.9.4. Japan: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.9.5. Japan: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.10. Machine Learning Platforms Market - Indonesia
    • 9.12.10.1. Indonesia: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.10.2. Indonesia: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.10.3. Indonesia: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.10.4. Indonesia: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.10.5. Indonesia: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.11. Machine Learning Platforms Market - South Korea
    • 9.12.11.1. South Korea: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.11.2. South Korea: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.11.3. South Korea: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.11.4. South Korea: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.11.5. South Korea: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.12. Machine Learning Platforms Market - Australia
    • 9.12.12.1. Australia: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.12.2. Australia: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.12.3. Australia: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.12.4. Australia: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.12.5. Australia: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.12.13. Machine Learning Platforms Market - Rest of Asia Pacific
    • 9.12.13.1. Rest of Asia Pacific: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.12.13.2. Rest of Asia Pacific: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.12.13.3. Rest of Asia Pacific: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.12.13.4. Rest of Asia Pacific: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.12.13.5. Rest of Asia Pacific: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
• 9.13. Machine Learning Platforms Market - Middle East & Africa
  • 9.13.1. Middle East & Africa: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
  • 9.13.2. Middle East & Africa: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
  • 9.13.3. Middle East & Africa: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
  • 9.13.4. Middle East & Africa: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
  • 9.13.5. Middle East & Africa: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.13.6. Machine Learning Platforms Market - Saudi Arabia
    • 9.13.6.1. Saudi Arabia: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.13.6.2. Saudi Arabia: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.13.6.3. Saudi Arabia: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.13.6.4. Saudi Arabia: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.13.6.5. Saudi Arabia: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.13.7. Machine Learning Platforms Market - UAE
    • 9.13.7.1. UAE: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.13.7.2. UAE: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.13.7.3. UAE: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.13.7.4. UAE: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.13.7.5. UAE: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.13.8. Machine Learning Platforms Market - Israel
    • 9.13.8.1. Israel: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.13.8.2. Israel: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.13.8.3. Israel: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.13.8.4. Israel: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.13.8.5. Israel: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.13.9. Machine Learning Platforms Market - South Africa
    • 9.13.9.1. South Africa: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.13.9.2. South Africa: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.13.9.3. South Africa: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.13.9.4. South Africa: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.13.9.5. South Africa: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.13.10. Machine Learning Platforms Market - Rest of Middle East & Africa
    • 9.13.10.1. Rest of Middle East & Africa: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.13.10.2. Rest of Middle East & Africa: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.13.10.3. Rest of Middle East & Africa: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.13.10.4. Rest of Middle East & Africa: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.13.10.5. Rest of Middle East & Africa: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
• 9.14. Machine Learning Platforms Market - Latin America
  • 9.14.1. Latin America: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
  • 9.14.2. Latin America: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
  • 9.14.3. Latin America: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
  • 9.14.4. Latin America: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
  • 9.14.5. Latin America: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.14.6. Machine Learning Platforms Market - Mexico
    • 9.14.6.1. Mexico: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.14.6.2. Mexico: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.14.6.3. Mexico: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.14.6.4. Mexico: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.14.6.5. Mexico: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.14.7. Machine Learning Platforms Market - Brazil
    • 9.14.7.1. Brazil: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.14.7.2. Brazil: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.14.7.3. Brazil: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.14.7.4. Brazil: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.14.7.5. Brazil: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.14.8. Machine Learning Platforms Market - Argentina
    • 9.14.8.1. Argentina: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.14.8.2. Argentina: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.14.8.3. Argentina: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.14.8.4. Argentina: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.14.8.5. Argentina: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)
  • 9.14.9. Machine Learning Platforms Market - Rest of Latin America
    • 9.14.9.1. Rest of Latin America: Machine Learning Platforms Market, By Deployment Type, 2020-2034 (USD Billion)
    • 9.14.9.2. Rest of Latin America: Machine Learning Platforms Market, By Organization Size, 2020-2034 (USD Billion)
    • 9.14.9.3. Rest of Latin America: Machine Learning Platforms Market, by Application, 2020-2034 (USD Billion)
    • 9.14.9.4. Rest of Latin America: Machine Learning Platforms Market, by Industry Vertical, 2020-2034 (USD Billion)
    • 9.14.9.5. Rest of Latin America: Machine Learning Platforms Market, by Platform Capability, 2020-2034 (USD Billion)

10. Competitive Landscape

• 10.1. Expansion and Acquisition Analysis
  • 10.1.1. Expansion
  • 10.1.2. Acquisitions
• 10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

• 11.1. Addepto sp. z o.o.
  • 11.1.1. Company Overview
  • 11.1.2. Financial Performance
  • 11.1.3. Experience Type Benchmarking
  • 11.1.4. Recent Development
• 11.2. Amazon Web Services, Inc.
  • 11.2.1. Company Overview
  • 11.2.2. Financial Performance
  • 11.2.3. Experience Type Benchmarking
  • 11.2.4. Recent Development
• 11.3. Databricks
  • 11.3.1. Company Overview
  • 11.3.2. Financial Performance
  • 11.3.3. Experience Type Benchmarking
  • 11.3.4. Recent Development
• 11.4. DataRobot, Inc
  • 11.4.1. Company Overview
  • 11.4.2. Financial Performance
  • 11.4.3. Experience Type Benchmarking
  • 11.4.4. Recent Development
• 11.5. Google
  • 11.5.1. Company Overview
  • 11.5.2. Financial Performance
  • 11.5.3. Experience Type Benchmarking
  • 11.5.4. Recent Development
• 11.6. IBM Corporation
  • 11.6.1. Company Overview
  • 11.6.2. Financial Performance
  • 11.6.3. Experience Type Benchmarking
  • 11.6.4. Recent Development
• 11.7. IndiaNIC Infotech Limited.
  • 11.7.1. Company Overview
  • 11.7.2. Financial Performance
  • 11.7.3. Experience Type Benchmarking
  • 11.7.4. Recent Development
• 11.8. LeewayHertz.
  • 11.8.1. Company Overview
  • 11.8.2. Financial Performance
  • 11.8.3. Experience Type Benchmarking
  • 11.8.4. Recent Development
• 11.9. Markovate Inc.
  • 11.9.1. Company Overview
  • 11.9.2. Financial Performance
  • 11.9.3. Experience Type Benchmarking
  • 11.9.4. Recent Development
• 11.10. Microsoft
  • 11.10.1. Company Overview
  • 11.10.2. Financial Performance
  • 11.10.3. Experience Type Benchmarking
  • 11.10.4. Recent Development
• 11.11. MobiDev
  • 11.11.1. Company Overview
  • 11.11.2. Financial Performance
  • 11.11.3. Experience Type Benchmarking
  • 11.11.4. Recent Development
• 11.12. Neoteric sp. z o.o.
  • 11.12.1. Company Overview
  • 11.12.2. Financial Performance
  • 11.12.3. Experience Type Benchmarking
  • 11.12.4. Recent Development
• 11.13. Redblink
  • 11.13.1. Company Overview
  • 11.13.2. Financial Performance
  • 11.13.3. Experience Type Benchmarking
  • 11.13.4. Recent Development
• 11.14. ScienceSoft USA Corporation.
  • 11.14.1. Company Overview
  • 11.14.2. Financial Performance
  • 11.14.3. Experience Type Benchmarking
  • 11.14.4. Recent Development