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市场调查报告书
商品编码
1455394

2024 年自动化机器学习解决方案全球市场报告

Automated Machine Learning Solution Global Market Report 2024
出版日期: 按订单生产 | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

自动化机器学习解决方案的市场规模预计在未来几年将快速成长。预计到 2028 年将以 47.7% 的复合年增长率 (CAGR) 增长至 100.7 亿美元。自动化机器学习解决方案在预测期内的预期成长是由对高效诈骗侦测解决方案的需求不断增长、对智慧业务流程的需求不断增长、金融领域自动化趋势不断增长、各行业采用不断增长所推动的，这可以归因于对教育的兴趣增加。此外，预测期内的主要趋势包括基于订阅的模型、持续的技术进步以及自动化机器学习解决方案部署中向云端和无伺服器运算的显着转变。

对有效诈骗侦测解决方案的需求预计将激增，这将推动未来几年自动化机器学习解决方案市场的成长。诈骗侦测解决方案包括一组专门设计用于识别和防止跨各种系统、流程和交易的诈欺活动的工具、技术和方法。机器学习已成为应对这些解决方案中日益增长的金融诈骗威胁的关键技术。例如，根据负责收集和分析金融交易相关资讯的美国政府机构金融犯罪执法网络（FinCEN）的数据，银行机构将在2021年进行超过35万次检查以发现可疑支票。我们已对可疑活动进行了备案向FinCEN 报告(SAR)。诈骗。与 2020 年提交的 SAR 数量相比，这显着增加了 23%。 2022 年，这一趋势持续上升，可疑活动报告超过 68 万份，几乎是前一年总合的两倍。因此，对高效诈骗侦测解决方案不断增长的需求预计将推动自动化机器学习解决方案市场。

自动化机器学习解决方案市场的主要企业正在积极融入新技术进步，以巩固其市场地位。自动化机器学习 (ML) 解决方案的创新着重于改进模型可解释性和无缝集成，以促进简化、高效的机器学习模型开发。 2023 年 4 月，提供自动化机器学习解决方案平台的新加坡金融科技公司 AND Solutions Pte Ltd. 推出了 NIKO AutoML 平台。这种创新的机器学习工具旨在简化和加速预测模型的创建。 NIKO AutoML 平台具有多种工具和功能，可让使用者快速轻鬆地开发和部署高品质的机器学习模型，而无需编码或资料科学专业知识。使用者友善的介面将引导您完成整个过程的每个步骤，与传统方法相比，只需一小部分时间即可提供最佳结果。 NIKO AutoML 具有多种优势，包括快速且准确的模型建立、简化的工作流程、高生产力和成本效益。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球市场驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 2018-2023 年全球市场规模表现与成长
  • 全球市场规模预测与成长，2023-2028、2033

第六章市场区隔

  • 全球自动化机器学习解决方案市场，按产品细分、实际和预测，2018-2023、2023-2028、2033
  • 平台
  • 服务
  • 全球自动化机器学习解决方案市场，按部署、实际和预测细分，2018-2023、2023-2028、2033
  • 本地
  • 云
  • 全球自动化机器学习解决方案市场，按公司规模细分、实际和预测，2018-2023、2023-2028、2033
  • 大公司
  • 中小企业 (SME)
  • 全球自动化机器学习解决方案市场，按最终用户细分，实际和预测，2018-2023、2023-2028、2033
  • 银行、金融服务和保险 (BFSI)
  • 零售与电子商务
  • 卫生保健
  • 製造业

第 7 章 区域与国家分析

  • 全球自动化机器学习解决方案市场，按地区、实际和预测，2018-2023、2023-2028、2033
  • 全球自动化机器学习解决方案市场，按国家、实际和预测，2018-2023、2023-2028、2033

第八章亚太市场

第九章 中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第14章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章 义大利市场

第20章 西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章加拿大市场

第26章 南美洲市场

第27章 巴西市场

第28章 中东市场

第29章 非洲市场

第三十章 竞争格局及公司概况

  • 自动化机器学习解决方案市场竞争格局
  • 自动化机器学习解决方案市场公司简介
    • Microsoft Corporation
    • Amazon Web Services Inc
    • Microsoft Azure Automated Machine Learning
    • International Business Machines Corporation
    • Oracle

第三十一章 其他重大及创新企业

  • SAS Institute Inc
  • Databricks
  • Alteryx
  • H2O.ai
  • EdgeVerve Systems Limited
  • Dataiku
  • Datarobot Inc
  • KNIME
  • Rasa
  • Peltarion
  • RapidMiner
  • Auger.AI
  • BigML
  • dotData Inc
  • Big Squid Inc

第32章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章 未来前景与可能性分析

第36章附录

简介目录
Product Code: r16395

Automated machine learning solutions, categorized as software platforms, streamline and automate the entire process of developing machine learning models. These AutoML solutions are designed to automate crucial tasks in the machine learning model development lifecycle, including feature engineering, model selection, hyperparameter tuning, and model evaluation. This comprehensive automation simplifies the intricate workflow associated with building machine learning models.

The primary offerings of automated machine learning solutions include platforms and services, and they can be deployed either on-premise or on the cloud. In a broader context, a platform serves as a foundation or framework supporting various activities, functions, or applications. AutoML platforms offer an integrated environment that facilitates the seamless execution of the end-to-end machine learning process. Enterprises, ranging from large enterprises to SMEs, across industries such as BFSI, retail and e-commerce, healthcare, and manufacturing, deploy automated machine learning solutions to enhance their machine learning capabilities.

The automated machine learning solution market research report is one of a series of new reports from The Business Research Company that provides automated machine learning solution market statistics, including automated machine learning solution industry global market size, regional shares, competitors with an automated machine learning solution market share, detailed automated machine learning solution market segments, market trends and opportunities, and any further data you may need to thrive in the automated machine learning solution industry. This automated machine learning solution market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The automated machine learning solution market size has grown exponentially in recent years. It will grow from $1.43 billion in 2023 to $2.12 billion in 2024 at a compound annual growth rate (CAGR) of 48.0%. The growth observed in the historic period for automated machine learning solutions can be attributed to an escalating demand for predictive models, a shift towards data-driven decision-making practices, increasing requirements for predictive lead scoring systems, and a widespread adoption of optimization processes. Organizations across various industries recognized the value of leveraging automated machine learning to enhance their predictive modeling capabilities, enabling more informed decision-making and optimizing their operational processes.

The automated machine learning solution market size is expected to see exponential growth in the next few years. It will grow to $10.07 billion in 2028 at a compound annual growth rate (CAGR) of 47.7%. The projected growth in the forecast period for automated machine learning solutions can be attributed to an increasing demand for efficient fraud detection solutions, a rising need for intelligent business processes, growing automation trends in the financial sector, expanding adoption across various industries, and a growing educational interest in this technology. Additionally, major trends in the forecast period encompass subscription-based models, ongoing technological advancements, and a notable shift towards cloud and serverless computing in the deployment of automated machine learning solutions.

The anticipated surge in demand for effective fraud detection solutions is poised to drive the growth of the automated machine learning solution market in the coming years. Fraud detection solutions encompass a suite of tools, technologies, and methodologies specifically designed to identify and prevent fraudulent activities across various systems, processes, or transactions. Machine learning has emerged as a pivotal technology in combating the escalating threat of financial fraud within these solutions. For example, according to the Financial Crimes Enforcement Network (FinCEN), a US-based government agency responsible for collecting and analyzing information related to financial transactions, banking institutions reported over 350,000 suspicious activity reports (SARs) to FinCEN in 2021 to detect suspected check fraud. This marked a notable 23% increase compared to the number of SARs filed in 2020. The upward trajectory continued into 2022, with over 680,000 suspicious activity reports, nearly doubling the total from the previous year. Consequently, the growing demand for efficient fraud detection solutions is expected to propel the automated machine learning solution market.

Key players in the automated machine learning solution market are actively embracing new technological advancements to fortify their market positions. Technological innovations in automated machine learning (ML) solutions focus on improved model interpretability and seamless integration to facilitate streamlined and efficient machine learning model development. In April 2023, AND Solutions Pte Ltd., a Singapore-based fintech company providing automated machine learning solution platforms, introduced the NIKO AutoML platform. This innovative machine-learning tool is designed to simplify and accelerate the creation of prediction models. Equipped with various tools and functionalities, the NIKO AutoML platform empowers users to swiftly and effortlessly develop and deploy high-quality machine learning models without requiring coding or data science expertise. The user-friendly interface guides users through each step of the process, delivering optimal results in a fraction of the time typically associated with traditional approaches. NIKO AutoML offers several advantages, including rapid and accurate model creation, streamlined workflow, heightened productivity, and cost-effectiveness.

In September 2021, Qlik, a US-based vendor specializing in data analytics and integration software, completed the acquisition of Big Squid for an undisclosed amount. This strategic move aims to enhance Qlik's augmented analytics capabilities, enabling data and analytics teams to leverage powerful automated machine learning (AutoML) and no-code AI-generated insights directly within the Qlik platform. Big Squid is a US-based provider of no-code automated machine learning (AutoML).

Major companies operating in the automated machine learning solution market report are Microsoft Corporation, Amazon Web Services Inc, Microsoft Azure Automated Machine Learning, International Business Machines Corporation, Oracle, SAS Institute Inc, Databricks, Alteryx, H2O.ai, EdgeVerve Systems Limited, Dataiku, Datarobot Inc, KNIME, Rasa, Peltarion, RapidMiner, Auger.AI, BigML, dotData Inc, Big Squid Inc, Determined.AI Inc, Turi (formerly GraphLab), Turing Analytics

North America was the largest region in the automated machine learning solution market in 2023. The regions covered in the automated machine learning solution market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the automated machine learning solutions market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The automated machine learning solutions market consist of revenues earned by entities by providing services such as automated machine learning solutions services. AutoML solutions aim to automate these tasks, enabling individuals with diverse backgrounds to leverage machine learning without extensive manual intervention. The market value includes the value of related goods sold by the service provider or included within the service offering. Automated machine learning solutions market also include sales of cloud-based services, virtual reality, and augmented reality systems that are used in providing solutions for enhanced automated machine learning solutions and the overall well-being of individuals. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Automated Machine Learning Solution Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on automated machine learning solution market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

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  • Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for automated machine learning solution ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The automated machine learning solution market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By Offering: Platform; Service
  • 2) By Deployment: On-Premise; Cloud
  • 3) By Enterprise Size: Large Enterprises; SMEs
  • 4) By End-users: BFSI; Retail and E-Commerce; Healthcare; Manufacturing
  • Companies Mentioned: Microsoft Corporation; Amazon Web Services Inc; Microsoft Azure Automated Machine Learning; International Business Machines Corporation; Oracle
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Automated Machine Learning Solution Market Characteristics

3. Automated Machine Learning Solution Market Trends And Strategies

4. Automated Machine Learning Solution Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Automated Machine Learning Solution Market Size and Growth

  • 5.1. Global Automated Machine Learning Solution Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Automated Machine Learning Solution Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Automated Machine Learning Solution Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Automated Machine Learning Solution Market Segmentation

  • 6.1. Global Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Platform
  • Service
  • 6.2. Global Automated Machine Learning Solution Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • On-Premise
  • Cloud
  • 6.3. Global Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Large Enterprises
  • Small and Medium Enterprises (SMEs)
  • 6.4. Global Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Banking, Financial Services and Insurance (BFSI)
  • Retail and E-Commerce
  • Healthcare
  • Manufacturing

7. Automated Machine Learning Solution Market Regional And Country Analysis

  • 7.1. Global Automated Machine Learning Solution Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Automated Machine Learning Solution Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Automated Machine Learning Solution Market

  • 8.1. Asia-Pacific Automated Machine Learning Solution Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Automated Machine Learning Solution Market

  • 9.1. China Automated Machine Learning Solution Market Overview
  • 9.2. China Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Automated Machine Learning Solution Market

  • 10.1. India Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Automated Machine Learning Solution Market

  • 11.1. Japan Automated Machine Learning Solution Market Overview
  • 11.2. Japan Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Automated Machine Learning Solution Market

  • 12.1. Australia Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Automated Machine Learning Solution Market

  • 13.1. Indonesia Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Automated Machine Learning Solution Market

  • 14.1. South Korea Automated Machine Learning Solution Market Overview
  • 14.2. South Korea Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Automated Machine Learning Solution Market

  • 15.1. Western Europe Automated Machine Learning Solution Market Overview
  • 15.2. Western Europe Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Automated Machine Learning Solution Market

  • 16.1. UK Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Automated Machine Learning Solution Market

  • 17.1. Germany Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Automated Machine Learning Solution Market

  • 18.1. France Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Automated Machine Learning Solution Market

  • 19.1. Italy Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Automated Machine Learning Solution Market

  • 20.1. Spain Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Automated Machine Learning Solution Market

  • 21.1. Eastern Europe Automated Machine Learning Solution Market Overview
  • 21.2. Eastern Europe Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Automated Machine Learning Solution Market

  • 22.1. Russia Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Automated Machine Learning Solution Market

  • 23.1. North America Automated Machine Learning Solution Market Overview
  • 23.2. North America Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Automated Machine Learning Solution Market

  • 24.1. USA Automated Machine Learning Solution Market Overview
  • 24.2. USA Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Automated Machine Learning Solution Market

  • 25.1. Canada Automated Machine Learning Solution Market Overview
  • 25.2. Canada Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Automated Machine Learning Solution Market

  • 26.1. South America Automated Machine Learning Solution Market Overview
  • 26.2. South America Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Automated Machine Learning Solution Market

  • 27.1. Brazil Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Automated Machine Learning Solution Market

  • 28.1. Middle East Automated Machine Learning Solution Market Overview
  • 28.2. Middle East Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Automated Machine Learning Solution Market

  • 29.1. Africa Automated Machine Learning Solution Market Overview
  • 29.2. Africa Automated Machine Learning Solution Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Automated Machine Learning Solution Market, Segmentation By Enterprise Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Automated Machine Learning Solution Market, Segmentation By End-users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Automated Machine Learning Solution Market Competitive Landscape And Company Profiles

  • 30.1. Automated Machine Learning Solution Market Competitive Landscape
  • 30.2. Automated Machine Learning Solution Market Company Profiles
    • 30.2.1. Microsoft Corporation
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Amazon Web Services Inc
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Microsoft Azure Automated Machine Learning
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. International Business Machines Corporation
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. Oracle
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Automated Machine Learning Solution Market Other Major And Innovative Companies

  • 31.1. SAS Institute Inc
  • 31.2. Databricks
  • 31.3. Alteryx
  • 31.4. H2O.ai
  • 31.5. EdgeVerve Systems Limited
  • 31.6. Dataiku
  • 31.7. Datarobot Inc
  • 31.8. KNIME
  • 31.9. Rasa
  • 31.10. Peltarion
  • 31.11. RapidMiner
  • 31.12. Auger.AI
  • 31.13. BigML
  • 31.14. dotData Inc
  • 31.15. Big Squid Inc

32. Global Automated Machine Learning Solution Market Competitive Benchmarking

33. Global Automated Machine Learning Solution Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Automated Machine Learning Solution Market

35. Automated Machine Learning Solution Market Future Outlook and Potential Analysis

  • 35.1 Automated Machine Learning Solution Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Automated Machine Learning Solution Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Automated Machine Learning Solution Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer