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自動機械学習ソリューションの世界市場レポート 2024

Automated Machine Learning Solution Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2～10営業日

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自動機械学習ソリューションの世界市場レポート 2024
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

自動機械学習ソリューションの市場規模は、今後数年間で急激に成長すると予想されています。 2028年には47.7%の年間複合成長率（CAGR）で100億7,000万米ドルに成長すると予想されます。 自動機械学習ソリューションの予測期間における成長予測は、効率的な不正検出ソリューションに対する需要の高まり、インテリジェントなビジネスプロセスのニーズの高まり、金融分野における自動化動向の成長、さまざまな業界での採用の拡大、および教育への関心の高まりに起因すると考えられます。さらに、予測期間における主なトレンドには、サブスクリプション・ベースのモデル、継続的な技術進歩、自動機械学習ソリューションの展開におけるクラウドおよびサーバーレス・コンピューティングへの顕著なシフトが含まれます。

効果的な不正検出ソリューションに対する需要の急増が予想され、今後数年間で自動機械学習ソリューション市場の成長を促進する態勢が整っています。不正検出ソリューションには、さまざまなシステム、プロセス、トランザクションにわたる不正行為を特定して防止するために特別に設計された一連のツール、テクノロジー、および方法論が含まれます。機械学習は、これらのソリューション内で増大する金融詐欺の脅威に対抗する上で極めて重要なテクノロジーとして浮上しています。たとえば、金融取引に関連する情報の収集と分析を担当する米国の政府機関である金融犯罪取締ネットワーク（FinCEN）によると、2021年に銀行機関が小切手の疑いを検出するために35万件を超える不審行為報告書（SAR）をFinCENに報告しました。詐欺。これは、2020年に提出されたSARの数と比較して23%の顕著な増加を示しました。増加軌道は2022年も続き、不審行為の報告は68万件を超え、合計は前年のほぼ2倍になりました。その結果、効率的な不正検出ソリューションに対する需要の高まりが自動機械学習ソリューション市場を推進すると予想されます。

自動機械学習ソリューション市場の主要企業は、市場での地位を強化するために新しい技術の進歩を積極的に取り入れています。自動機械学習（ML）ソリューションにおける技術革新は、合理化された効率的な機械学習モデルの開発を促進するために、モデルの解釈可能性の向上とシームレスな統合に重点を置いています。 2023年 4月、自動機械学習ソリューションプラットフォームを提供するシンガポールを拠点とするフィンテック企業AND Solutions Pte Ltd.は、NIKO AutoMLプラットフォームを導入しました。この革新的な機械学習ツールは、予測モデルの作成を簡素化し、迅速化するように設計されています。さまざまなツールと機能を備えたNIKO AutoMLプラットフォームにより、ユーザーはコーディングやデータサイエンスの専門知識を必要とせずに、高品質の機械学習モデルを迅速かつ簡単に開発および展開できます。ユーザーフレンドリーなインターフェイスはプロセスの各ステップをガイドし、従来のアプローチに比べてわずかな時間で最適な結果をもたらします。 NIKO AutoMLには、迅速かつ正確なモデル作成、合理化されたワークフロー、高い生産性、費用対効果など、いくつかの利点があります。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界市場規模と成長

  • 世界の市場促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の市場規模実績と成長、2018年～2023年
  • 世界の市場規模予測と成長、2023年～2028年、2033年

第6章 市場セグメンテーション

  • 世界の自動機械学習ソリューション市場、製品別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • プラットホーム
  • サービス
  • 世界の自動機械学習ソリューション市場、展開別のセグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • オンプレミス
  • クラウド
  • 世界の自動機械学習ソリューション市場、企業規模別のセグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 大企業
  • 中小企業（SME）
  • 世界の自動機械学習ソリューション市場、エンドユーザー別のセグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 銀行、金融サービス、保険（BFSI）
  • 小売とeコマース
  • ヘルスケア
  • 製造業

第7章 地域および国の分析

  • 世界の自動機械学習ソリューション市場、地域別、実績および予測、2018-2023年、2023-2028年、2033年
  • 世界の自動機械学習ソリューション市場、国別、実績および予測、2018年から2023年、2023年から2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 自動機械学習ソリューション市場の競合情勢
  • 自動機械学習ソリューション市場の企業プロファイル
    • Microsoft Corporation
    • Amazon Web Services Inc
    • Microsoft Azure Automated Machine Learning
    • International Business Machines Corporation
    • Oracle

第31章 その他の主要および革新的な企業

  • 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 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと可能性の分析

第36章 付録

目次
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

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • 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