Table of Contents
Chapter 1.Executive Summary
1.1.Market Snapshot
1.2.Global & Segmental Market Estimates & Forecasts, 2020-2030 (USD Billion)
1.2.1.Automated Machine Learning Market, by Region, 2020-2030 (USD Billion)
1.2.2.Automated Machine Learning Market, by Solution, 2020-2030 (USD Billion)
1.2.3.Automated Machine Learning Market, by Automation Type, 2020-2030 (USD Billion)
1.2.4.Automated Machine Learning Market, by End Users, 2020-2030 (USD Billion)
1.3.Key Trends
1.4.Estimation Methodology
1.5.Research Assumption
Chapter 2.Global Automated Machine Learning Market Definition and Scope
2.1.Objective of the Study
2.2.Market Definition & Scope
2.2.1.Industry Evolution
2.2.2.Scope of the Study
2.3.Years Considered for the Study
2.4.Currency Conversion Rates
Chapter 3.Global Automated Machine Learning Market Dynamics
3.1.Automated Machine Learning Market Impact Analysis (2020-2030)
3.1.1.Market Drivers
3.1.1.1.Growing volume of data
3.1.1.2.Rising demand for machine-learning-powered chatbot
3.1.2.Market Challenges
3.1.2.1.Lack of standardization
3.1.2.2.Rising threat to data privacy
3.1.3.Market Opportunities
3.1.3.1.Rising trend of cloud-based machine learning models
3.1.3.2.Government initiatives towards adoption of fraud detection technology
Chapter 4.Global Automated Machine Learning Market Industry Analysis
4.1.Porter's 5 Force Model
4.1.1.Bargaining Power of Suppliers
4.1.2.Bargaining Power of Buyers
4.1.3.Threat of New Entrants
4.1.4.Threat of Substitutes
4.1.5.Competitive Rivalry
4.2.Porter's 5 Force Impact Analysis
4.3.PEST Analysis
4.3.1.Political
4.3.2.Economical
4.3.3.Social
4.3.4.Technological
4.3.5.Environmental
4.3.6.Legal
4.4.Top investment opportunity
4.5.Top winning strategies
4.6.COVID-19 Impact Analysis
4.7.Disruptive Trends
4.8.Industry Expert Perspective
4.9.Analyst Recommendation & Conclusion
Chapter 5.Global Automated Machine Learning Market, by Solution
5.1.Market Snapshot
5.2.Global Automated Machine Learning Market by Solution, Performance - Potential Analysis
5.3.Global Automated Machine Learning Market Estimates & Forecasts by Solution 2020-2030 (USD Billion)
5.4.Automated Machine Learning Market, Sub Segment Analysis
5.4.1.Standalone or On-Premise
5.4.2.Cloud
Chapter 6.Global Automated Machine Learning Market, by Automation Type
6.1.Market Snapshot
6.2.Global Automated Machine Learning Market by Automation Type, Performance - Potential Analysis
6.3.Global Automated Machine Learning Market Estimates & Forecasts by Automation Type 2020-2030 (USD Billion)
6.4.Automated Machine Learning Market, Sub Segment Analysis
6.4.1.Data Processing
6.4.2.Feature Engineering
6.4.3.Modeling
6.4.4.Visualization
Chapter 7.Global Automated Machine Learning Market, by End Users
7.1.Market Snapshot
7.2.Global Automated Machine Learning Market by End Users, Performance - Potential Analysis
7.3.Global Automated Machine Learning Market Estimates & Forecasts by End Users 2020-2030 (USD Billion)
7.4.Automated Machine Learning Market, Sub Segment Analysis
7.4.1.BFSI
7.4.2.Retail and E-Commerce
7.4.3.Healthcare
7.4.4.Manufacturing
7.4.5.Other End Users
Chapter 8.Global Automated Machine Learning Market, Regional Analysis
8.1.Top Leading Countries
8.2.Top Emerging Countries
8.3.Automated Machine Learning Market, Regional Market Snapshot
8.4.North America Automated Machine Learning Market
8.4.1.U.S. Automated Machine Learning Market
8.4.1.1.Solution breakdown estimates & forecasts, 2020-2030
8.4.1.2.Automation Type breakdown estimates & forecasts, 2020-2030
8.4.1.3.End Users breakdown estimates & forecasts, 2020-2030
8.4.2.Canada Automated Machine Learning Market
8.5.Europe Automated Machine Learning Market Snapshot
8.5.1.U.K. Automated Machine Learning Market
8.5.2.Germany Automated Machine Learning Market
8.5.3.France Automated Machine Learning Market
8.5.4.Spain Automated Machine Learning Market
8.5.5.Italy Automated Machine Learning Market
8.5.6.Rest of Europe Automated Machine Learning Market
8.6.Asia-Pacific Automated Machine Learning Market Snapshot
8.6.1.China Automated Machine Learning Market
8.6.2.India Automated Machine Learning Market
8.6.3.Japan Automated Machine Learning Market
8.6.4.Australia Automated Machine Learning Market
8.6.5.South Korea Automated Machine Learning Market
8.6.6.Rest of Asia Pacific Automated Machine Learning Market
8.7.Latin America Automated Machine Learning Market Snapshot
8.7.1.Brazil Automated Machine Learning Market
8.7.2.Mexico Automated Machine Learning Market
8.8.Middle East & Africa Automated Machine Learning Market
8.8.1.Saudi Arabia Automated Machine Learning Market
8.8.2.South Africa Automated Machine Learning Market
8.8.3.Rest of Middle East & Africa Automated Machine Learning Market
Chapter 9.Competitive Intelligence
9.1.Key Company SWOT Analysis
9.2.Top Market Strategies
9.3.Company Profiles
9.3.1. DataRobot, Inc
9.3.1.1.Key Information
9.3.1.2.Overview
9.3.1.3.Financial (Subject to Data Availability)
9.3.1.4.Product Summary
9.3.1.5.Recent Developments
9.3.2.Amazon Web Services, Inc
9.3.3.DotData, Inc
9.3.4.Internatinal Business Machine Corporation
9.3.5.Dataiku Inc
9.3.6.SAS Institute Inc
9.3.7.Microsoft Corporation
9.3.8.Google LLC
9.3.9.H2O.ai Inc
9.3.10.Aible Inc
Chapter 10.Research Process
10.1.Research Process
10.1.1.Data Mining
10.1.2.Analysis
10.1.3.Market Estimation
10.1.4.Validation
10.1.5.Publishing
10.2.Research Attributes
10.3.Research Assumption