機械学習の世界市場 2023-2027Global Machine Learning Market 2023-2027 機械学習の世界市場 2023-2027 Technavioは、機械学習市場をモニターしており、2022年から2027年の間に56,493.47百万ドル、予測期間中のCAGRは47.81%で加速し成長すると予測しています。当レポートでは、機械学... もっと見る
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サマリー機械学習の世界市場 2023-2027Technavioは、機械学習市場をモニターしており、2022年から2027年の間に56,493.47百万ドル、予測期間中のCAGRは47.81%で加速し成長すると予測しています。当レポートでは、機械学習市場について、全体的な分析、市場規模や予測、トレンド、成長ドライバー、課題、さらに約25社のベンダーを網羅したベンダー分析などを掲載しています。 現在の市場シナリオ、最新のトレンドとドライバー、市場全体の環境に関する最新の分析を提供しています。市場は、クラウドベースのオファリングの採用の増加、顧客経験管理における機械学習の使用の増加、予測分析における機械学習の使用の増加によって牽引されます。 Technavioの機械学習市場は以下のようにセグメント化されています: エンドユーザー別 - BFSI - 小売 - 電気通信 - ヘルスケア - オートモーティブ、その他 デプロイメント別 - クラウドベース - オンプレミス 地理的景観別 - 北アメリカ - ヨーロッパ - APAC - 中近東・アフリカ - 南米 本調査では、機械学習のIoTデータへの応用が、今後数年間の機械学習市場の成長を促進する主要な理由の1つであることを明らかにしています。また、小売業界における技術投資の増加や、買収や提携の増加も、同市場における需要の大きさにつながるでしょう。 Technavioは、主要なパラメータの分析によって、複数のソースからのデータを調査、合成、総括する方法で、市場の詳細な画像を提示します。機械学習市場に関する弊社のレポートは、以下の分野をカバーしています: - 機械学習市場のサイジング - 機械学習市場予測 - 機械学習市場の産業分析 Technavioの強固なベンダー分析は、お客様が市場での地位を向上させることを目的としており、これに沿って本レポートでは、Alibaba Group Holding Ltd., Alphabet Inc., Altair Engineering Inc., Alteryx Inc.を含む機械学習市場の主要ベンダー数社の詳細分析を提供しています、Amazon.com Inc.、BigML Inc.、Cisco Systems Inc.、Fair Isaac Corp.、H2O.ai Inc.、Hewlett Packard Enterprise Co.、Iflowsoft Solutions Inc.、インテル Corp.、International Business Machines Corp.、Microsoft Corp、Netguru S.A, Salesforce.com Inc、SAP SE、SAS Institute Inc、TIBCO Software Inc、及びYottamine Analytics LLC。また、機械学習市場の分析レポートには、今後の動向や市場成長に影響を与える課題についての情報も含まれています。これは、企業が戦略を立て、今後訪れるすべての成長機会を活用するのに役立つものです。 本調査は、業界の主要参加者からのインプットを含む一次情報と二次情報の客観的な組み合わせを使用して実施されました。本レポートには、主要ベンダーの分析に加え、包括的な市場およびベンダーランドスケープが含まれています。本レポートの詳細については、https://www.technavio.com/report/machine-learning-market-size-industry-analysis をご覧ください。 Technavioは、利益、価格、競争、プロモーションなどの主要パラメータの分析によって、複数のソースからのデータを調査、合成、要約する方法で、市場の詳細な画像を提示します。また、業界の主要なインフルエンサーを特定することで、様々な市場の様相を提示しています。提示されるデータは、包括的で信頼性が高く、一次および二次にわたる広範な調査の結果である。Technavioの市場調査レポートは、正確な市場成長を予測するために、完全な競争環境と、質的・量的調査を用いた詳細なベンダー選択方法と分析を提供します。 目次• 1 Executive Summaryo 1.1 Market overview o Exhibit 01: Executive Summary - Chart on Market Overview o Exhibit 02: Executive Summary - Data Table on Market Overview o Exhibit 03: Executive Summary - Chart on Global Market Characteristics o Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape o Exhibit 05: Executive Summary - Chart on Market Segmentation by End-user o Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment o Exhibit 07: Executive Summary - Chart on Incremental Growth o Exhibit 08: Executive Summary - Data Table on Incremental Growth o Exhibit 09: Executive Summary - Chart on Vendor Market Positioning • 2 Market Landscape o 2.1 Market ecosystem o Exhibit 10: Parent market o Exhibit 11: Market Characteristics • 3 Market Sizing o 3.1 Market definition o Exhibit 12: Offerings of vendors included in the market definition o 3.2 Market segment analysis o Exhibit 13: Market segments o 3.3 Market size 2022 o 3.4 Market outlook: Forecast for 2022-2027 o Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million) o Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million) o Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%) o Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%) • 4 Historic Market Size o 4.1 Global machine learning market 2017 - 2021 o Exhibit 18: Historic Market Size - Data Table on Global machine learning market 2017 - 2021 ($ million) o 4.2 End-User Segment Analysis 2017 - 2021 o Exhibit 19: Historic Market Size - End-User Segment 2017 - 2021 ($ million) o 4.3 Deployment Segment Analysis 2017 - 2021 o Exhibit 20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million) o 4.4 Geography Segment Analysis 2017 - 2021 o Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million) o 4.5 Country Segment Analysis 2017 - 2021 o Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million) • 5 Five Forces Analysis o 5.1 Five forces summary o Exhibit 23: Five forces analysis - Comparison between 2022 and 2027 o 5.2 Bargaining power of buyers o Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027 o 5.3 Bargaining power of suppliers o Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027 o 5.4 Threat of new entrants o Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027 o 5.5 Threat of substitutes o Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027 o 5.6 Threat of rivalry o Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027 o 5.7 Market condition o Exhibit 29: Chart on Market condition - Five forces 2022 and 2027 • 6 Market Segmentation by End-user o 6.1 Market segments o Exhibit 30: Chart on End-user - Market share 2022-2027 (%) o Exhibit 31: Data Table on End-user - Market share 2022-2027 (%) o 6.2 Comparison by End-user o Exhibit 32: Chart on Comparison by End-user o Exhibit 33: Data Table on Comparison by End-user o 6.3 BFSI - Market size and forecast 2022-2027 o Exhibit 34: Chart on BFSI - Market size and forecast 2022-2027 ($ million) o Exhibit 35: Data Table on BFSI - Market size and forecast 2022-2027 ($ million) o Exhibit 36: Chart on BFSI - Year-over-year growth 2022-2027 (%) o Exhibit 37: Data Table on BFSI - Year-over-year growth 2022-2027 (%) o 6.4 Retail - Market size and forecast 2022-2027 o Exhibit 38: Chart on Retail - Market size and forecast 2022-2027 ($ million) o Exhibit 39: Data Table on Retail - Market size and forecast 2022-2027 ($ million) o Exhibit 40: Chart on Retail - Year-over-year growth 2022-2027 (%) o Exhibit 41: Data Table on Retail - Year-over-year growth 2022-2027 (%) o 6.5 Telecommunications - Market size and forecast 2022-2027 o Exhibit 42: Chart on Telecommunications - Market size and forecast 2022-2027 ($ million) o Exhibit 43: Data Table on Telecommunications - Market size and forecast 2022-2027 ($ million) o Exhibit 44: Chart on Telecommunications - Year-over-year growth 2022-2027 (%) o Exhibit 45: Data Table on Telecommunications - Year-over-year growth 2022-2027 (%) o 6.6 Healthcare - Market size and forecast 2022-2027 o Exhibit 46: Chart on Healthcare - Market size and forecast 2022-2027 ($ million) o Exhibit 47: Data Table on Healthcare - Market size and forecast 2022-2027 ($ million) o Exhibit 48: Chart on Healthcare - Year-over-year growth 2022-2027 (%) o Exhibit 49: Data Table on Healthcare - Year-over-year growth 2022-2027 (%) o 6.7 Automotive and others - Market size and forecast 2022-2027 o Exhibit 50: Chart on Automotive and others - Market size and forecast 2022-2027 ($ million) o Exhibit 51: Data Table on Automotive and others - Market size and forecast 2022-2027 ($ million) o Exhibit 52: Chart on Automotive and others - Year-over-year growth 2022-2027 (%) o Exhibit 53: Data Table on Automotive and others - Year-over-year growth 2022-2027 (%) o 6.8 Market opportunity by End-user o Exhibit 54: Market opportunity by End-user ($ million) o Exhibit 55: Data Table on Market opportunity by End-user ($ million) • 7 Market Segmentation by Deployment o 7.1 Market segments o Exhibit 56: Chart on Deployment - Market share 2022-2027 (%) o Exhibit 57: Data Table on Deployment - Market share 2022-2027 (%) o 7.2 Comparison by Deployment o Exhibit 58: Chart on Comparison by Deployment o Exhibit 59: Data Table on Comparison by Deployment o 7.3 Cloud-based - Market size and forecast 2022-2027 o Exhibit 60: Chart on Cloud-based - Market size and forecast 2022-2027 ($ million) o Exhibit 61: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million) o Exhibit 62: Chart on Cloud-based - Year-over-year growth 2022-2027 (%) o Exhibit 63: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%) o 7.4 On-premise - Market size and forecast 2022-2027 o Exhibit 64: Chart on On-premise - Market size and forecast 2022-2027 ($ million) o Exhibit 65: Data Table on On-premise - Market size and forecast 2022-2027 ($ million) o Exhibit 66: Chart on On-premise - Year-over-year growth 2022-2027 (%) o Exhibit 67: Data Table on On-premise - Year-over-year growth 2022-2027 (%) o 7.5 Market opportunity by Deployment o Exhibit 68: Market opportunity by Deployment ($ million) o Exhibit 69: Data Table on Market opportunity by Deployment ($ million) • 8 Customer Landscape o 8.1 Customer landscape overview o Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria • 9 Geographic Landscape o 9.1 Geographic segmentation o Exhibit 71: Chart on Market share By Geographical Landscape 2022-2027 (%) o Exhibit 72: Data Table on Market share By Geographical Landscape 2022-2027 (%) o 9.2 Geographic comparison o Exhibit 73: Chart on Geographic comparison o Exhibit 74: Data Table on Geographic comparison o 9.3 North America - Market size and forecast 2022-2027 o Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ million) o Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ million) o Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%) o Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%) o 9.4 Europe - Market size and forecast 2022-2027 o Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ million) o Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ million) o Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%) o Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%) o 9.5 APAC - Market size and forecast 2022-2027 o Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ million) o Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ million) o Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%) o Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%) o 9.6 Middle East and Africa - Market size and forecast 2022-2027 o Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million) o Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million) o Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%) o Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%) o 9.7 South America - Market size and forecast 2022-2027 o Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million) o Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million) o Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%) o Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%) o 9.8 US - Market size and forecast 2022-2027 o Exhibit 95: Chart on US - Market size and forecast 2022-2027 ($ million) o Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ million) o Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%) o Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%) o 9.9 China - Market size and forecast 2022-2027 o Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ million) o Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ million) o Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%) o Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%) o 9.10 UK - Market size and forecast 2022-2027 o Exhibit 103: Chart on UK - Market size and forecast 2022-2027 ($ million) o Exhibit 104: Data Table on UK - Market size and forecast 2022-2027 ($ million) o Exhibit 105: Chart on UK - Year-over-year growth 2022-2027 (%) o Exhibit 106: Data Table on UK - Year-over-year growth 2022-2027 (%) o 9.11 Germany - Market size and forecast 2022-2027 o Exhibit 107: Chart on Germany - Market size and forecast 2022-2027 ($ million) o Exhibit 108: Data Table on Germany - Market size and forecast 2022-2027 ($ million) o Exhibit 109: Chart on Germany - Year-over-year growth 2022-2027 (%) o Exhibit 110: Data Table on Germany - Year-over-year growth 2022-2027 (%) o 9.12 Japan - Market size and forecast 2022-2027 o Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 ($ million) o Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 ($ million) o Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%) o Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%) o 9.13 Market opportunity By Geographical Landscape o Exhibit 115: Market opportunity By Geographical Landscape ($ million) o Exhibit 116: Data Tables on Market opportunity By Geographical Landscape ($ million) • 10 Drivers, Challenges, and Trends o 10.1 Market drivers o 10.2 Market challenges o 10.3 Impact of drivers and challenges o Exhibit 117: Impact of drivers and challenges in 2022 and 2027 o 10.4 Market trends • 11 Vendor Landscape o 11.1 Overview o 11.2 Vendor landscape o Exhibit 118: Overview on Criticality of inputs and Factors of differentiation o 11.3 Landscape disruption o Exhibit 119: Overview on factors of disruption o 11.4 Industry risks o Exhibit 120: Impact of key risks on business • 12 Vendor Analysis o 12.1 Vendors covered o Exhibit 121: Vendors covered o 12.2 Market positioning of vendors o Exhibit 122: Matrix on vendor position and classification o 12.3 Alibaba Group Holding Ltd. o Exhibit 123: Alibaba Group Holding Ltd. - Overview o Exhibit 124: Alibaba Group Holding Ltd. - Business segments o Exhibit 125: Alibaba Group Holding Ltd. - Key offerings o Exhibit 126: Alibaba Group Holding Ltd. - Segment focus o 12.4 Alphabet Inc. o Exhibit 127: Alphabet Inc. - Overview o Exhibit 128: Alphabet Inc. - Business segments o Exhibit 129: Alphabet Inc. - Key news o Exhibit 130: Alphabet Inc. - Key offerings o Exhibit 131: Alphabet Inc. - Segment focus o 12.5 Amazon.com Inc. o Exhibit 132: Amazon.com Inc. - Overview o Exhibit 133: Amazon.com Inc. - Business segments o Exhibit 134: Amazon.com Inc. - Key news o Exhibit 135: Amazon.com Inc. - Key offerings o Exhibit 136: Amazon.com Inc. - Segment focus o 12.6 BigML Inc. o Exhibit 137: BigML Inc. - Overview o Exhibit 138: BigML Inc. - Product / Service o Exhibit 139: BigML Inc. - Key offerings o 12.7 Cisco Systems Inc. o Exhibit 140: Cisco Systems Inc. - Overview o Exhibit 141: Cisco Systems Inc. - Business segments o Exhibit 142: Cisco Systems Inc. - Key news o Exhibit 143: Cisco Systems Inc. - Key offerings o Exhibit 144: Cisco Systems Inc. - Segment focus o 12.8 Fair Isaac Corp. o Exhibit 145: Fair Isaac Corp. - Overview o Exhibit 146: Fair Isaac Corp. - Business segments o Exhibit 147: Fair Isaac Corp. - Key news o Exhibit 148: Fair Isaac Corp. - Key offerings o Exhibit 149: Fair Isaac Corp. - Segment focus o 12.9 H2O.ai Inc. o Exhibit 150: H2O.ai Inc. - Overview o Exhibit 151: H2O.ai Inc. - Product / Service o Exhibit 152: H2O.ai Inc. - Key offerings o 12.10 Hewlett Packard Enterprise Co. o Exhibit 153: Hewlett Packard Enterprise Co. - Overview o Exhibit 154: Hewlett Packard Enterprise Co. - Business segments o Exhibit 155: Hewlett Packard Enterprise Co. - Key news o Exhibit 156: Hewlett Packard Enterprise Co. - Key offerings o Exhibit 157: Hewlett Packard Enterprise Co. - Segment focus o 12.11 Iflowsoft Solutions Inc. o Exhibit 158: Iflowsoft Solutions Inc. - Overview o Exhibit 159: Iflowsoft Solutions Inc. - Product / Service o Exhibit 160: Iflowsoft Solutions Inc. - Key offerings o 12.12 Intel Corp. o Exhibit 161: Intel Corp. - Overview o Exhibit 162: Intel Corp. - Business segments o Exhibit 163: Intel Corp. - Key news o Exhibit 164: Intel Corp. - Key offerings o Exhibit 165: Intel Corp. - Segment focus o 12.13 International Business Machines Corp. o Exhibit 166: International Business Machines Corp. - Overview o Exhibit 167: International Business Machines Corp. - Business segments o Exhibit 168: International Business Machines Corp. - Key news o Exhibit 169: International Business Machines Corp. - Key offerings o Exhibit 170: International Business Machines Corp. - Segment focus o 12.14 Microsoft Corp. o Exhibit 171: Microsoft Corp. - Overview o Exhibit 172: Microsoft Corp. - Business segments o Exhibit 173: Microsoft Corp. - Key news o Exhibit 174: Microsoft Corp. - Key offerings o Exhibit 175: Microsoft Corp. - Segment focus o 12.15 Salesforce.com Inc. o Exhibit 176: Salesforce.com Inc. - Overview o Exhibit 177: Salesforce.com Inc. - Product / Service o Exhibit 178: Salesforce.com Inc. - Key news o Exhibit 179: Salesforce.com Inc. - Key offerings o 12.16 SAP SE o Exhibit 180: SAP SE - Overview o Exhibit 181: SAP SE - Business segments o Exhibit 182: SAP SE - Key news o Exhibit 183: SAP SE - Key offerings o Exhibit 184: SAP SE - Segment focus o 12.17 SAS Institute Inc. o Exhibit 185: SAS Institute Inc. - Overview o Exhibit 186: SAS Institute Inc. - Product / Service o Exhibit 187: SAS Institute Inc. - Key news o Exhibit 188: SAS Institute Inc. - Key offerings • 13 Appendix o 13.1 Scope of the report o 13.2 Inclusions and exclusions checklist o Exhibit 189: Inclusions checklist o Exhibit 190: Exclusions checklist o 13.3 Currency conversion rates for US$ o Exhibit 191: Currency conversion rates for US$ o 13.4 Research methodology o Exhibit 192: Research methodology o Exhibit 193: Validation techniques employed for market sizing o Exhibit 194: Information sources o 13.5 List of abbreviations o Exhibit 195: List of abbreviations Exhibits: Exhibits1: Executive Summary - Chart on Market Overview Exhibits2: Executive Summary - Data Table on Market Overview Exhibits3: Executive Summary - Chart on Global Market Characteristics Exhibits4: Executive Summary - Chart on Market By Geographical Landscape Exhibits5: Executive Summary - Chart on Market Segmentation by End-user Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment Exhibits7: Executive Summary - Chart on Incremental Growth Exhibits8: Executive Summary - Data Table on Incremental Growth Exhibits9: Executive Summary - Chart on Vendor Market Positioning Exhibits10: Parent market Exhibits11: Market Characteristics Exhibits12: Offerings of vendors included in the market definition Exhibits13: Market segments Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ million) Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ million) Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%) Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%) Exhibits18: Historic Market Size - Data Table on Global machine learning market 2017 - 2021 ($ million) Exhibits19: Historic Market Size - End-User Segment 2017 - 2021 ($ million) Exhibits20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million) Exhibits21: Historic Market Size - Geography Segment 2017 - 2021 ($ million) Exhibits22: Historic Market Size - Country Segment 2017 - 2021 ($ million) Exhibits23: Five forces analysis - Comparison between 2022 and 2027 Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027 Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027 Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027 Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027 Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027 Exhibits29: Chart on Market condition - Five forces 2022 and 2027 Exhibits30: Chart on End-user - Market share 2022-2027 (%) Exhibits31: Data Table on End-user - Market share 2022-2027 (%) Exhibits32: Chart on Comparison by End-user Exhibits33: Data Table on Comparison by End-user Exhibits34: Chart on BFSI - Market size and forecast 2022-2027 ($ million) Exhibits35: Data Table on BFSI - Market size and forecast 2022-2027 ($ million) Exhibits36: Chart on BFSI - Year-over-year growth 2022-2027 (%) Exhibits37: Data Table on BFSI - Year-over-year growth 2022-2027 (%) Exhibits38: Chart on Retail - Market size and forecast 2022-2027 ($ million) Exhibits39: Data Table on Retail - Market size and forecast 2022-2027 ($ million) Exhibits40: Chart on Retail - Year-over-year growth 2022-2027 (%) Exhibits41: Data Table on Retail - Year-over-year growth 2022-2027 (%) Exhibits42: Chart on Telecommunications - Market size and forecast 2022-2027 ($ million) Exhibits43: Data Table on Telecommunications - Market size and forecast 2022-2027 ($ million) Exhibits44: Chart on Telecommunications - Year-over-year growth 2022-2027 (%) Exhibits45: Data Table on Telecommunications - Year-over-year growth 2022-2027 (%) Exhibits46: Chart on Healthcare - Market size and forecast 2022-2027 ($ million) Exhibits47: Data Table on Healthcare - Market size and forecast 2022-2027 ($ million) Exhibits48: Chart on Healthcare - Year-over-year growth 2022-2027 (%) Exhibits49: Data Table on Healthcare - Year-over-year growth 2022-2027 (%) Exhibits50: Chart on Automotive and others - Market size and forecast 2022-2027 ($ million) Exhibits51: Data Table on Automotive and others - Market size and forecast 2022-2027 ($ million) Exhibits52: Chart on Automotive and others - Year-over-year growth 2022-2027 (%) Exhibits53: Data Table on Automotive and others - Year-over-year growth 2022-2027 (%) Exhibits54: Market opportunity by End-user ($ million) Exhibits55: Data Table on Market opportunity by End-user ($ million) Exhibits56: Chart on Deployment - Market share 2022-2027 (%) Exhibits57: Data Table on Deployment - Market share 2022-2027 (%) Exhibits58: Chart on Comparison by Deployment Exhibits59: Data Table on Comparison by Deployment Exhibits60: Chart on Cloud-based - Market size and forecast 2022-2027 ($ million) Exhibits61: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million) Exhibits62: Chart on Cloud-based - Year-over-year growth 2022-2027 (%) Exhibits63: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%) Exhibits64: Chart on On-premise - Market size and forecast 2022-2027 ($ million) Exhibits65: Data Table on On-premise - Market size and forecast 2022-2027 ($ million) Exhibits66: Chart on On-premise - Year-over-year growth 2022-2027 (%) Exhibits67: Data Table on On-premise - Year-over-year growth 2022-2027 (%) Exhibits68: Market opportunity by Deployment ($ million) Exhibits69: Data Table on Market opportunity by Deployment ($ million) Exhibits70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria Exhibits71: Chart on Market share By Geographical Landscape 2022-2027 (%) Exhibits72: Data Table on Market share By Geographical Landscape 2022-2027 (%) Exhibits73: Chart on Geographic comparison Exhibits74: Data Table on Geographic comparison Exhibits75: Chart on North America - Market size and forecast 2022-2027 ($ million) Exhibits76: Data Table on North America - Market size and forecast 2022-2027 ($ million) Exhibits77: Chart on North America - Year-over-year growth 2022-2027 (%) Exhibits78: Data Table on North America - Year-over-year growth 2022-2027 (%) Exhibits79: Chart on Europe - Market size and forecast 2022-2027 ($ million) Exhibits80: Data Table on Europe - Market size and forecast 2022-2027 ($ million) Exhibits81: Chart on Europe - Year-over-year growth 2022-2027 (%) Exhibits82: Data Table on Europe - Year-over-year growth 2022-2027 (%) Exhibits83: Chart on APAC - Market size and forecast 2022-2027 ($ million) Exhibits84: Data Table on APAC - Market size and forecast 2022-2027 ($ million) Exhibits85: Chart on APAC - Year-over-year growth 2022-2027 (%) Exhibits86: Data Table on APAC - Year-over-year growth 2022-2027 (%) Exhibits87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million) Exhibits88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million) Exhibits89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%) Exhibits90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%) Exhibits91: Chart on South America - Market size and forecast 2022-2027 ($ million) Exhibits92: Data Table on South America - Market size and forecast 2022-2027 ($ million) Exhibits93: Chart on South America - Year-over-year growth 2022-2027 (%) Exhibits94: Data Table on South America - Year-over-year growth 2022-2027 (%) Exhibits95: Chart on US - Market size and forecast 2022-2027 ($ million) Exhibits96: Data Table on US - Market size and forecast 2022-2027 ($ million) Exhibits97: Chart on US - Year-over-year growth 2022-2027 (%) Exhibits98: Data Table on US - Year-over-year growth 2022-2027 (%) Exhibits99: Chart on China - Market size and forecast 2022-2027 ($ million) Exhibits100: Data Table on China - Market size and forecast 2022-2027 ($ million) Exhibits101: Chart on China - Year-over-year growth 2022-2027 (%) Exhibits102: Data Table on China - Year-over-year growth 2022-2027 (%) Exhibits103: Chart on UK - Market size and forecast 2022-2027 ($ million) Exhibits104: Data Table on UK - Market size and forecast 2022-2027 ($ million) Exhibits105: Chart on UK - Year-over-year growth 2022-2027 (%) Exhibits106: Data Table on UK - Year-over-year growth 2022-2027 (%) Exhibits107: Chart on Germany - Market size and forecast 2022-2027 ($ million) Exhibits108: Data Table on Germany - Market size and forecast 2022-2027 ($ million) Exhibits109: Chart on Germany - Year-over-year growth 2022-2027 (%) Exhibits110: Data Table on Germany - Year-over-year growth 2022-2027 (%) Exhibits111: Chart on Japan - Market size and forecast 2022-2027 ($ million) Exhibits112: Data Table on Japan - Market size and forecast 2022-2027 ($ million) Exhibits113: Chart on Japan - Year-over-year growth 2022-2027 (%) Exhibits114: Data Table on Japan - Year-over-year growth 2022-2027 (%) Exhibits115: Market opportunity By Geographical Landscape ($ million) Exhibits116: Data Tables on Market opportunity By Geographical Landscape ($ million) Exhibits117: Impact of drivers and challenges in 2022 and 2027 Exhibits118: Overview on Criticality of inputs and Factors of differentiation Exhibits119: Overview on factors of disruption Exhibits120: Impact of key risks on business Exhibits121: Vendors covered Exhibits122: Matrix on vendor position and classification Exhibits123: Alibaba Group Holding Ltd. - Overview Exhibits124: Alibaba Group Holding Ltd. - Business segments Exhibits125: Alibaba Group Holding Ltd. - Key offerings Exhibits126: Alibaba Group Holding Ltd. - Segment focus Exhibits127: Alphabet Inc. - Overview Exhibits128: Alphabet Inc. - Business segments Exhibits129: Alphabet Inc. - Key news Exhibits130: Alphabet Inc. - Key offerings Exhibits131: Alphabet Inc. - Segment focus Exhibits132: Amazon.com Inc. - Overview Exhibits133: Amazon.com Inc. - Business segments Exhibits134: Amazon.com Inc. - Key news Exhibits135: Amazon.com Inc. - Key offerings Exhibits136: Amazon.com Inc. - Segment focus Exhibits137: BigML Inc. - Overview Exhibits138: BigML Inc. - Product / Service Exhibits139: BigML Inc. - Key offerings Exhibits140: Cisco Systems Inc. - Overview Exhibits141: Cisco Systems Inc. - Business segments Exhibits142: Cisco Systems Inc. - Key news Exhibits143: Cisco Systems Inc. - Key offerings Exhibits144: Cisco Systems Inc. - Segment focus Exhibits145: Fair Isaac Corp. - Overview Exhibits146: Fair Isaac Corp. - Business segments Exhibits147: Fair Isaac Corp. - Key news Exhibits148: Fair Isaac Corp. - Key offerings Exhibits149: Fair Isaac Corp. - Segment focus Exhibits150: H2O.ai Inc. - Overview Exhibits151: H2O.ai Inc. - Product / Service Exhibits152: H2O.ai Inc. - Key offerings Exhibits153: Hewlett Packard Enterprise Co. - Overview Exhibits154: Hewlett Packard Enterprise Co. - Business segments Exhibits155: Hewlett Packard Enterprise Co. - Key news Exhibits156: Hewlett Packard Enterprise Co. - Key offerings Exhibits157: Hewlett Packard Enterprise Co. - Segment focus Exhibits158: Iflowsoft Solutions Inc. - Overview Exhibits159: Iflowsoft Solutions Inc. - Product / Service Exhibits160: Iflowsoft Solutions Inc. - Key offerings Exhibits161: Intel Corp. - Overview Exhibits162: Intel Corp. - Business segments Exhibits163: Intel Corp. - Key news Exhibits164: Intel Corp. - Key offerings Exhibits165: Intel Corp. - Segment focus Exhibits166: International Business Machines Corp. - Overview Exhibits167: International Business Machines Corp. - Business segments Exhibits168: International Business Machines Corp. - Key news Exhibits169: International Business Machines Corp. - Key offerings Exhibits170: International Business Machines Corp. - Segment focus Exhibits171: Microsoft Corp. - Overview Exhibits172: Microsoft Corp. - Business segments Exhibits173: Microsoft Corp. - Key news Exhibits174: Microsoft Corp. - Key offerings Exhibits175: Microsoft Corp. - Segment focus Exhibits176: Salesforce.com Inc. - Overview Exhibits177: Salesforce.com Inc. - Product / Service Exhibits178: Salesforce.com Inc. - Key news Exhibits179: Salesforce.com Inc. - Key offerings Exhibits180: SAP SE - Overview Exhibits181: SAP SE - Business segments Exhibits182: SAP SE - Key news Exhibits183: SAP SE - Key offerings Exhibits184: SAP SE - Segment focus Exhibits185: SAS Institute Inc. - Overview Exhibits186: SAS Institute Inc. - Product / Service Exhibits187: SAS Institute Inc. - Key news Exhibits188: SAS Institute Inc. - Key offerings Exhibits189: Inclusions checklist Exhibits190: Exclusions checklist Exhibits191: Currency conversion rates for US$ Exhibits192: Research methodology Exhibits193: Validation techniques employed for market sizing Exhibits194: Information sources Exhibits195: List of abbreviations
SummaryGlobal Machine Learning Market 2023-2027 Table of Contents• 1 Executive Summaryo 1.1 Market overview o Exhibit 01: Executive Summary - Chart on Market Overview o Exhibit 02: Executive Summary - Data Table on Market Overview o Exhibit 03: Executive Summary - Chart on Global Market Characteristics o Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape o Exhibit 05: Executive Summary - Chart on Market Segmentation by End-user o Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment o Exhibit 07: Executive Summary - Chart on Incremental Growth o Exhibit 08: Executive Summary - Data Table on Incremental Growth o Exhibit 09: Executive Summary - Chart on Vendor Market Positioning • 2 Market Landscape o 2.1 Market ecosystem o Exhibit 10: Parent market o Exhibit 11: Market Characteristics • 3 Market Sizing o 3.1 Market definition o Exhibit 12: Offerings of vendors included in the market definition o 3.2 Market segment analysis o Exhibit 13: Market segments o 3.3 Market size 2022 o 3.4 Market outlook: Forecast for 2022-2027 o Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million) o Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million) o Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%) o Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%) • 4 Historic Market Size o 4.1 Global machine learning market 2017 - 2021 o Exhibit 18: Historic Market Size - Data Table on Global machine learning market 2017 - 2021 ($ million) o 4.2 End-User Segment Analysis 2017 - 2021 o Exhibit 19: Historic Market Size - End-User Segment 2017 - 2021 ($ million) o 4.3 Deployment Segment Analysis 2017 - 2021 o Exhibit 20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million) o 4.4 Geography Segment Analysis 2017 - 2021 o Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million) o 4.5 Country Segment Analysis 2017 - 2021 o Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million) • 5 Five Forces Analysis o 5.1 Five forces summary o Exhibit 23: Five forces analysis - Comparison between 2022 and 2027 o 5.2 Bargaining power of buyers o Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027 o 5.3 Bargaining power of suppliers o Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027 o 5.4 Threat of new entrants o Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027 o 5.5 Threat of substitutes o Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027 o 5.6 Threat of rivalry o Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027 o 5.7 Market condition o Exhibit 29: Chart on Market condition - Five forces 2022 and 2027 • 6 Market Segmentation by End-user o 6.1 Market segments o Exhibit 30: Chart on End-user - Market share 2022-2027 (%) o Exhibit 31: Data Table on End-user - Market share 2022-2027 (%) o 6.2 Comparison by End-user o Exhibit 32: Chart on Comparison by End-user o Exhibit 33: Data Table on Comparison by End-user o 6.3 BFSI - Market size and forecast 2022-2027 o Exhibit 34: Chart on BFSI - Market size and forecast 2022-2027 ($ million) o Exhibit 35: Data Table on BFSI - Market size and forecast 2022-2027 ($ million) o Exhibit 36: Chart on BFSI - Year-over-year growth 2022-2027 (%) o Exhibit 37: Data Table on BFSI - Year-over-year growth 2022-2027 (%) o 6.4 Retail - Market size and forecast 2022-2027 o Exhibit 38: Chart on Retail - Market size and forecast 2022-2027 ($ million) o Exhibit 39: Data Table on Retail - Market size and forecast 2022-2027 ($ million) o Exhibit 40: Chart on Retail - Year-over-year growth 2022-2027 (%) o Exhibit 41: Data Table on Retail - Year-over-year growth 2022-2027 (%) o 6.5 Telecommunications - Market size and forecast 2022-2027 o Exhibit 42: Chart on Telecommunications - Market size and forecast 2022-2027 ($ million) o Exhibit 43: Data Table on Telecommunications - Market size and forecast 2022-2027 ($ million) o Exhibit 44: Chart on Telecommunications - Year-over-year growth 2022-2027 (%) o Exhibit 45: Data Table on Telecommunications - Year-over-year growth 2022-2027 (%) o 6.6 Healthcare - Market size and forecast 2022-2027 o Exhibit 46: Chart on Healthcare - Market size and forecast 2022-2027 ($ million) o Exhibit 47: Data Table on Healthcare - Market size and forecast 2022-2027 ($ million) o Exhibit 48: Chart on Healthcare - Year-over-year growth 2022-2027 (%) o Exhibit 49: Data Table on Healthcare - Year-over-year growth 2022-2027 (%) o 6.7 Automotive and others - Market size and forecast 2022-2027 o Exhibit 50: Chart on Automotive and others - Market size and forecast 2022-2027 ($ million) o Exhibit 51: Data Table on Automotive and others - Market size and forecast 2022-2027 ($ million) o Exhibit 52: Chart on Automotive and others - Year-over-year growth 2022-2027 (%) o Exhibit 53: Data Table on Automotive and others - Year-over-year growth 2022-2027 (%) o 6.8 Market opportunity by End-user o Exhibit 54: Market opportunity by End-user ($ million) o Exhibit 55: Data Table on Market opportunity by End-user ($ million) • 7 Market Segmentation by Deployment o 7.1 Market segments o Exhibit 56: Chart on Deployment - Market share 2022-2027 (%) o Exhibit 57: Data Table on Deployment - Market share 2022-2027 (%) o 7.2 Comparison by Deployment o Exhibit 58: Chart on Comparison by Deployment o Exhibit 59: Data Table on Comparison by Deployment o 7.3 Cloud-based - Market size and forecast 2022-2027 o Exhibit 60: Chart on Cloud-based - Market size and forecast 2022-2027 ($ million) o Exhibit 61: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million) o Exhibit 62: Chart on Cloud-based - Year-over-year growth 2022-2027 (%) o Exhibit 63: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%) o 7.4 On-premise - Market size and forecast 2022-2027 o Exhibit 64: Chart on On-premise - Market size and forecast 2022-2027 ($ million) o Exhibit 65: Data Table on On-premise - Market size and forecast 2022-2027 ($ million) o Exhibit 66: Chart on On-premise - Year-over-year growth 2022-2027 (%) o Exhibit 67: Data Table on On-premise - Year-over-year growth 2022-2027 (%) o 7.5 Market opportunity by Deployment o Exhibit 68: Market opportunity by Deployment ($ million) o Exhibit 69: Data Table on Market opportunity by Deployment ($ million) • 8 Customer Landscape o 8.1 Customer landscape overview o Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria • 9 Geographic Landscape o 9.1 Geographic segmentation o Exhibit 71: Chart on Market share By Geographical Landscape 2022-2027 (%) o Exhibit 72: Data Table on Market share By Geographical Landscape 2022-2027 (%) o 9.2 Geographic comparison o Exhibit 73: Chart on Geographic comparison o Exhibit 74: Data Table on Geographic comparison o 9.3 North America - Market size and forecast 2022-2027 o Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ million) o Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ million) o Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%) o Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%) o 9.4 Europe - Market size and forecast 2022-2027 o Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ million) o Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ million) o Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%) o Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%) o 9.5 APAC - Market size and forecast 2022-2027 o Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ million) o Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ million) o Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%) o Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%) o 9.6 Middle East and Africa - Market size and forecast 2022-2027 o Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million) o Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million) o Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%) o Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%) o 9.7 South America - Market size and forecast 2022-2027 o Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million) o Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million) o Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%) o Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%) o 9.8 US - Market size and forecast 2022-2027 o Exhibit 95: Chart on US - Market size and forecast 2022-2027 ($ million) o Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ million) o Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%) o Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%) o 9.9 China - Market size and forecast 2022-2027 o Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ million) o Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ million) o Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%) o Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%) o 9.10 UK - Market size and forecast 2022-2027 o Exhibit 103: Chart on UK - Market size and forecast 2022-2027 ($ million) o Exhibit 104: Data Table on UK - Market size and forecast 2022-2027 ($ million) o Exhibit 105: Chart on UK - Year-over-year growth 2022-2027 (%) o Exhibit 106: Data Table on UK - Year-over-year growth 2022-2027 (%) o 9.11 Germany - Market size and forecast 2022-2027 o Exhibit 107: Chart on Germany - Market size and forecast 2022-2027 ($ million) o Exhibit 108: Data Table on Germany - Market size and forecast 2022-2027 ($ million) o Exhibit 109: Chart on Germany - Year-over-year growth 2022-2027 (%) o Exhibit 110: Data Table on Germany - Year-over-year growth 2022-2027 (%) o 9.12 Japan - Market size and forecast 2022-2027 o Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 ($ million) o Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 ($ million) o Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%) o Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%) o 9.13 Market opportunity By Geographical Landscape o Exhibit 115: Market opportunity By Geographical Landscape ($ million) o Exhibit 116: Data Tables on Market opportunity By Geographical Landscape ($ million) • 10 Drivers, Challenges, and Trends o 10.1 Market drivers o 10.2 Market challenges o 10.3 Impact of drivers and challenges o Exhibit 117: Impact of drivers and challenges in 2022 and 2027 o 10.4 Market trends • 11 Vendor Landscape o 11.1 Overview o 11.2 Vendor landscape o Exhibit 118: Overview on Criticality of inputs and Factors of differentiation o 11.3 Landscape disruption o Exhibit 119: Overview on factors of disruption o 11.4 Industry risks o Exhibit 120: Impact of key risks on business • 12 Vendor Analysis o 12.1 Vendors covered o Exhibit 121: Vendors covered o 12.2 Market positioning of vendors o Exhibit 122: Matrix on vendor position and classification o 12.3 Alibaba Group Holding Ltd. o Exhibit 123: Alibaba Group Holding Ltd. - Overview o Exhibit 124: Alibaba Group Holding Ltd. - Business segments o Exhibit 125: Alibaba Group Holding Ltd. - Key offerings o Exhibit 126: Alibaba Group Holding Ltd. - Segment focus o 12.4 Alphabet Inc. o Exhibit 127: Alphabet Inc. - Overview o Exhibit 128: Alphabet Inc. - Business segments o Exhibit 129: Alphabet Inc. - Key news o Exhibit 130: Alphabet Inc. - Key offerings o Exhibit 131: Alphabet Inc. - Segment focus o 12.5 Amazon.com Inc. o Exhibit 132: Amazon.com Inc. - Overview o Exhibit 133: Amazon.com Inc. - Business segments o Exhibit 134: Amazon.com Inc. - Key news o Exhibit 135: Amazon.com Inc. - Key offerings o Exhibit 136: Amazon.com Inc. - Segment focus o 12.6 BigML Inc. o Exhibit 137: BigML Inc. - Overview o Exhibit 138: BigML Inc. - Product / Service o Exhibit 139: BigML Inc. - Key offerings o 12.7 Cisco Systems Inc. o Exhibit 140: Cisco Systems Inc. - Overview o Exhibit 141: Cisco Systems Inc. - Business segments o Exhibit 142: Cisco Systems Inc. - Key news o Exhibit 143: Cisco Systems Inc. - Key offerings o Exhibit 144: Cisco Systems Inc. - Segment focus o 12.8 Fair Isaac Corp. o Exhibit 145: Fair Isaac Corp. - Overview o Exhibit 146: Fair Isaac Corp. - Business segments o Exhibit 147: Fair Isaac Corp. - Key news o Exhibit 148: Fair Isaac Corp. - Key offerings o Exhibit 149: Fair Isaac Corp. - Segment focus o 12.9 H2O.ai Inc. o Exhibit 150: H2O.ai Inc. - Overview o Exhibit 151: H2O.ai Inc. - Product / Service o Exhibit 152: H2O.ai Inc. - Key offerings o 12.10 Hewlett Packard Enterprise Co. o Exhibit 153: Hewlett Packard Enterprise Co. - Overview o Exhibit 154: Hewlett Packard Enterprise Co. - Business segments o Exhibit 155: Hewlett Packard Enterprise Co. - Key news o Exhibit 156: Hewlett Packard Enterprise Co. - Key offerings o Exhibit 157: Hewlett Packard Enterprise Co. - Segment focus o 12.11 Iflowsoft Solutions Inc. o Exhibit 158: Iflowsoft Solutions Inc. - Overview o Exhibit 159: Iflowsoft Solutions Inc. - Product / Service o Exhibit 160: Iflowsoft Solutions Inc. - Key offerings o 12.12 Intel Corp. o Exhibit 161: Intel Corp. - Overview o Exhibit 162: Intel Corp. - Business segments o Exhibit 163: Intel Corp. - Key news o Exhibit 164: Intel Corp. - Key offerings o Exhibit 165: Intel Corp. - Segment focus o 12.13 International Business Machines Corp. o Exhibit 166: International Business Machines Corp. - Overview o Exhibit 167: International Business Machines Corp. - Business segments o Exhibit 168: International Business Machines Corp. - Key news o Exhibit 169: International Business Machines Corp. - Key offerings o Exhibit 170: International Business Machines Corp. - Segment focus o 12.14 Microsoft Corp. o Exhibit 171: Microsoft Corp. - Overview o Exhibit 172: Microsoft Corp. - Business segments o Exhibit 173: Microsoft Corp. - Key news o Exhibit 174: Microsoft Corp. - Key offerings o Exhibit 175: Microsoft Corp. - Segment focus o 12.15 Salesforce.com Inc. o Exhibit 176: Salesforce.com Inc. - Overview o Exhibit 177: Salesforce.com Inc. - Product / Service o Exhibit 178: Salesforce.com Inc. - Key news o Exhibit 179: Salesforce.com Inc. - Key offerings o 12.16 SAP SE o Exhibit 180: SAP SE - Overview o Exhibit 181: SAP SE - Business segments o Exhibit 182: SAP SE - Key news o Exhibit 183: SAP SE - Key offerings o Exhibit 184: SAP SE - Segment focus o 12.17 SAS Institute Inc. o Exhibit 185: SAS Institute Inc. - Overview o Exhibit 186: SAS Institute Inc. - Product / Service o Exhibit 187: SAS Institute Inc. - Key news o Exhibit 188: SAS Institute Inc. - Key offerings • 13 Appendix o 13.1 Scope of the report o 13.2 Inclusions and exclusions checklist o Exhibit 189: Inclusions checklist o Exhibit 190: Exclusions checklist o 13.3 Currency conversion rates for US$ o Exhibit 191: Currency conversion rates for US$ o 13.4 Research methodology o Exhibit 192: Research methodology o Exhibit 193: Validation techniques employed for market sizing o Exhibit 194: Information sources o 13.5 List of abbreviations o Exhibit 195: List of abbreviations Exhibits: Exhibits1: Executive Summary - Chart on Market Overview Exhibits2: Executive Summary - Data Table on Market Overview Exhibits3: Executive Summary - Chart on Global Market Characteristics Exhibits4: Executive Summary - Chart on Market By Geographical Landscape Exhibits5: Executive Summary - Chart on Market Segmentation by End-user Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment Exhibits7: Executive Summary - Chart on Incremental Growth Exhibits8: Executive Summary - Data Table on Incremental Growth Exhibits9: Executive Summary - Chart on Vendor Market Positioning Exhibits10: Parent market Exhibits11: Market Characteristics Exhibits12: Offerings of vendors included in the market definition Exhibits13: Market segments Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ million) Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ million) Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%) Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%) Exhibits18: Historic Market Size - Data Table on Global machine learning market 2017 - 2021 ($ million) Exhibits19: Historic Market Size - End-User Segment 2017 - 2021 ($ million) Exhibits20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million) Exhibits21: Historic Market Size - Geography Segment 2017 - 2021 ($ million) Exhibits22: Historic Market Size - Country Segment 2017 - 2021 ($ million) Exhibits23: Five forces analysis - Comparison between 2022 and 2027 Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027 Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027 Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027 Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027 Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027 Exhibits29: Chart on Market condition - Five forces 2022 and 2027 Exhibits30: Chart on End-user - Market share 2022-2027 (%) Exhibits31: Data Table on End-user - Market share 2022-2027 (%) Exhibits32: Chart on Comparison by End-user Exhibits33: Data Table on Comparison by End-user Exhibits34: Chart on BFSI - Market size and forecast 2022-2027 ($ million) Exhibits35: Data Table on BFSI - Market size and forecast 2022-2027 ($ million) Exhibits36: Chart on BFSI - Year-over-year growth 2022-2027 (%) Exhibits37: Data Table on BFSI - Year-over-year growth 2022-2027 (%) Exhibits38: Chart on Retail - Market size and forecast 2022-2027 ($ million) Exhibits39: Data Table on Retail - Market size and forecast 2022-2027 ($ million) Exhibits40: Chart on Retail - Year-over-year growth 2022-2027 (%) Exhibits41: Data Table on Retail - Year-over-year growth 2022-2027 (%) Exhibits42: Chart on Telecommunications - Market size and forecast 2022-2027 ($ million) Exhibits43: Data Table on Telecommunications - Market size and forecast 2022-2027 ($ million) Exhibits44: Chart on Telecommunications - Year-over-year growth 2022-2027 (%) Exhibits45: Data Table on Telecommunications - Year-over-year growth 2022-2027 (%) Exhibits46: Chart on Healthcare - Market size and forecast 2022-2027 ($ million) Exhibits47: Data Table on Healthcare - Market size and forecast 2022-2027 ($ million) Exhibits48: Chart on Healthcare - Year-over-year growth 2022-2027 (%) Exhibits49: Data Table on Healthcare - Year-over-year growth 2022-2027 (%) Exhibits50: Chart on Automotive and others - Market size and forecast 2022-2027 ($ million) Exhibits51: Data Table on Automotive and others - Market size and forecast 2022-2027 ($ million) Exhibits52: Chart on Automotive and others - Year-over-year growth 2022-2027 (%) Exhibits53: Data Table on Automotive and others - Year-over-year growth 2022-2027 (%) Exhibits54: Market opportunity by End-user ($ million) Exhibits55: Data Table on Market opportunity by End-user ($ million) Exhibits56: Chart on Deployment - Market share 2022-2027 (%) Exhibits57: Data Table on Deployment - Market share 2022-2027 (%) Exhibits58: Chart on Comparison by Deployment Exhibits59: Data Table on Comparison by Deployment Exhibits60: Chart on Cloud-based - Market size and forecast 2022-2027 ($ million) Exhibits61: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ million) Exhibits62: Chart on Cloud-based - Year-over-year growth 2022-2027 (%) Exhibits63: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%) Exhibits64: Chart on On-premise - Market size and forecast 2022-2027 ($ million) Exhibits65: Data Table on On-premise - Market size and forecast 2022-2027 ($ million) Exhibits66: Chart on On-premise - Year-over-year growth 2022-2027 (%) Exhibits67: Data Table on On-premise - Year-over-year growth 2022-2027 (%) Exhibits68: Market opportunity by Deployment ($ million) Exhibits69: Data Table on Market opportunity by Deployment ($ million) Exhibits70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria Exhibits71: Chart on Market share By Geographical Landscape 2022-2027 (%) Exhibits72: Data Table on Market share By Geographical Landscape 2022-2027 (%) Exhibits73: Chart on Geographic comparison Exhibits74: Data Table on Geographic comparison Exhibits75: Chart on North America - Market size and forecast 2022-2027 ($ million) Exhibits76: Data Table on North America - Market size and forecast 2022-2027 ($ million) Exhibits77: Chart on North America - Year-over-year growth 2022-2027 (%) Exhibits78: Data Table on North America - Year-over-year growth 2022-2027 (%) Exhibits79: Chart on Europe - Market size and forecast 2022-2027 ($ million) Exhibits80: Data Table on Europe - Market size and forecast 2022-2027 ($ million) Exhibits81: Chart on Europe - Year-over-year growth 2022-2027 (%) Exhibits82: Data Table on Europe - Year-over-year growth 2022-2027 (%) Exhibits83: Chart on APAC - Market size and forecast 2022-2027 ($ million) Exhibits84: Data Table on APAC - Market size and forecast 2022-2027 ($ million) Exhibits85: Chart on APAC - Year-over-year growth 2022-2027 (%) Exhibits86: Data Table on APAC - Year-over-year growth 2022-2027 (%) Exhibits87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million) Exhibits88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million) Exhibits89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%) Exhibits90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%) Exhibits91: Chart on South America - Market size and forecast 2022-2027 ($ million) Exhibits92: Data Table on South America - Market size and forecast 2022-2027 ($ million) Exhibits93: Chart on South America - Year-over-year growth 2022-2027 (%) Exhibits94: Data Table on South America - Year-over-year growth 2022-2027 (%) Exhibits95: Chart on US - Market size and forecast 2022-2027 ($ million) Exhibits96: Data Table on US - Market size and forecast 2022-2027 ($ million) Exhibits97: Chart on US - Year-over-year growth 2022-2027 (%) Exhibits98: Data Table on US - Year-over-year growth 2022-2027 (%) Exhibits99: Chart on China - Market size and forecast 2022-2027 ($ million) Exhibits100: Data Table on China - Market size and forecast 2022-2027 ($ million) Exhibits101: Chart on China - Year-over-year growth 2022-2027 (%) Exhibits102: Data Table on China - Year-over-year growth 2022-2027 (%) Exhibits103: Chart on UK - Market size and forecast 2022-2027 ($ million) Exhibits104: Data Table on UK - Market size and forecast 2022-2027 ($ million) Exhibits105: Chart on UK - Year-over-year growth 2022-2027 (%) Exhibits106: Data Table on UK - Year-over-year growth 2022-2027 (%) Exhibits107: Chart on Germany - Market size and forecast 2022-2027 ($ million) Exhibits108: Data Table on Germany - Market size and forecast 2022-2027 ($ million) Exhibits109: Chart on Germany - Year-over-year growth 2022-2027 (%) Exhibits110: Data Table on Germany - Year-over-year growth 2022-2027 (%) Exhibits111: Chart on Japan - Market size and forecast 2022-2027 ($ million) Exhibits112: Data Table on Japan - Market size and forecast 2022-2027 ($ million) Exhibits113: Chart on Japan - Year-over-year growth 2022-2027 (%) Exhibits114: Data Table on Japan - Year-over-year growth 2022-2027 (%) Exhibits115: Market opportunity By Geographical Landscape ($ million) Exhibits116: Data Tables on Market opportunity By Geographical Landscape ($ million) Exhibits117: Impact of drivers and challenges in 2022 and 2027 Exhibits118: Overview on Criticality of inputs and Factors of differentiation Exhibits119: Overview on factors of disruption Exhibits120: Impact of key risks on business Exhibits121: Vendors covered Exhibits122: Matrix on vendor position and classification Exhibits123: Alibaba Group Holding Ltd. - Overview Exhibits124: Alibaba Group Holding Ltd. - Business segments Exhibits125: Alibaba Group Holding Ltd. - Key offerings Exhibits126: Alibaba Group Holding Ltd. - Segment focus Exhibits127: Alphabet Inc. - Overview Exhibits128: Alphabet Inc. - Business segments Exhibits129: Alphabet Inc. - Key news Exhibits130: Alphabet Inc. - Key offerings Exhibits131: Alphabet Inc. - Segment focus Exhibits132: Amazon.com Inc. - Overview Exhibits133: Amazon.com Inc. - Business segments Exhibits134: Amazon.com Inc. - Key news Exhibits135: Amazon.com Inc. - Key offerings Exhibits136: Amazon.com Inc. - Segment focus Exhibits137: BigML Inc. - Overview Exhibits138: BigML Inc. - Product / Service Exhibits139: BigML Inc. - Key offerings Exhibits140: Cisco Systems Inc. - Overview Exhibits141: Cisco Systems Inc. - Business segments Exhibits142: Cisco Systems Inc. - Key news Exhibits143: Cisco Systems Inc. - Key offerings Exhibits144: Cisco Systems Inc. - Segment focus Exhibits145: Fair Isaac Corp. - Overview Exhibits146: Fair Isaac Corp. - Business segments Exhibits147: Fair Isaac Corp. - Key news Exhibits148: Fair Isaac Corp. - Key offerings Exhibits149: Fair Isaac Corp. - Segment focus Exhibits150: H2O.ai Inc. - Overview Exhibits151: H2O.ai Inc. - Product / Service Exhibits152: H2O.ai Inc. - Key offerings Exhibits153: Hewlett Packard Enterprise Co. - Overview Exhibits154: Hewlett Packard Enterprise Co. - Business segments Exhibits155: Hewlett Packard Enterprise Co. - Key news Exhibits156: Hewlett Packard Enterprise Co. - Key offerings Exhibits157: Hewlett Packard Enterprise Co. - Segment focus Exhibits158: Iflowsoft Solutions Inc. - Overview Exhibits159: Iflowsoft Solutions Inc. - Product / Service Exhibits160: Iflowsoft Solutions Inc. - Key offerings Exhibits161: Intel Corp. - Overview Exhibits162: Intel Corp. - Business segments Exhibits163: Intel Corp. - Key news Exhibits164: Intel Corp. - Key offerings Exhibits165: Intel Corp. - Segment focus Exhibits166: International Business Machines Corp. - Overview Exhibits167: International Business Machines Corp. - Business segments Exhibits168: International Business Machines Corp. - Key news Exhibits169: International Business Machines Corp. - Key offerings Exhibits170: International Business Machines Corp. - Segment focus Exhibits171: Microsoft Corp. - Overview Exhibits172: Microsoft Corp. - Business segments Exhibits173: Microsoft Corp. - Key news Exhibits174: Microsoft Corp. - Key offerings Exhibits175: Microsoft Corp. - Segment focus Exhibits176: Salesforce.com Inc. - Overview Exhibits177: Salesforce.com Inc. - Product / Service Exhibits178: Salesforce.com Inc. - Key news Exhibits179: Salesforce.com Inc. - Key offerings Exhibits180: SAP SE - Overview Exhibits181: SAP SE - Business segments Exhibits182: SAP SE - Key news Exhibits183: SAP SE - Key offerings Exhibits184: SAP SE - Segment focus Exhibits185: SAS Institute Inc. - Overview Exhibits186: SAS Institute Inc. - Product / Service Exhibits187: SAS Institute Inc. - Key news Exhibits188: SAS Institute Inc. - Key offerings Exhibits189: Inclusions checklist Exhibits190: Exclusions checklist Exhibits191: Currency conversion rates for US$ Exhibits192: Research methodology Exhibits193: Validation techniques employed for market sizing Exhibits194: Information sources Exhibits195: List of abbreviations
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