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2023-2030年全球聯合學習解決方案市場規模研究與預測，按應用、產業和區域分析
市場調查報告書
商品編碼
1355715

2023-2030年全球聯合學習解決方案市場規模研究與預測，按應用、產業和區域分析

Global Federated Learning Solutions Market Size study & Forecast, by Application, by Verticals and Regional Analysis, 2023-2030
出版日期: | 出版商: Bizwit Research & Consulting LLP | 英文 | 商品交期: 2-3個工作天內

價格

2022年，全球聯合學習解決方案市場價值約為 1.148 億美元，預計在2023-2030年預測期內將以超過 10.6%的健康成長率成長。聯合學習是一種機器學習方法，使用分佈在眾多網路連接不可靠且緩慢的客戶端上的資料來訓練集中式模型。它可以在分散的邊緣設備或伺服器上訓練演算法，而無需共享底層資料。由於物聯網的日益普及和邊緣運算的需求不斷成長等因素，聯合學習解決方案市場日益擴大。此外，邊緣運算的日益普及透過實現即時決策、減少資料傳輸需求、增強隱私和安全性，對聯合學習解決方案市場產生正面影響。

根據 Statista2022年的資料，到2025年，全球邊緣運算預計將達到約 2,740 億美元。物聯網設備的不斷普及產生了大量分散式資料，推動了對聯合學習解決方案的需求，以實現安全高效的模型訓練跨這些設備。這一趨勢有助於聯合學習解決方案市場的成長和擴大。根據Statista 預測，到2022年，全球物聯網（IoT）設備數量預計將成長近兩倍，從2020年的97 億美元增至2030年的290 億美元以上。到2030年，中國預計將擁有最多的物聯網設備，消費者使用約 50 億台設備。此外，對安全高效的資料分析和聯合學習解決方案技術進步的需求不斷成長，將創造利潤豐厚的成長機會。然而，缺乏熟練的技術專業知識以及資料隱私和安全問題抑制了2023-2030年預測期內的市場成長。

全球聯合學習解決方案市場研究涵蓋的關鍵區域包括亞太地區、北美、歐洲、拉丁美洲以及中東和非洲。由於嚴格的資料法規、隱私問題和技術進步推動聯合學習解決方案的採用不斷增加，以及人工智慧和大資料分析等創新技術的日益使用，北美在預測期內主導了市場成長該區域。由於行動裝置和物聯網的利用率不斷上升，以及該地區先進技術的採用不斷增加等因素，亞太地區是預測期內成長最快的地區。

研究的目的是確定近年來不同細分市場和國家的市場規模，並預測未來幾年的價值。本報告目的是涵蓋參與研究的國家內該行業的定性和定量方面。

本報告還提供了有關促進因素和挑戰等關鍵方面的詳細資訊，這些因素將決定市場的未來成長。此外，還涵蓋了利害關係人投資的微觀市場的潛在機會，以及對主要參與者的競爭格局和產品供應的詳細分析。

目錄

第1章 執行摘要

  • 市場概況
  • 2020-2030年全球與細分市場估計與預測
    • 聯合學習解決方案市場，依地區，2020-2030年
    • 聯合學習解決方案市場，依應用，2020-2030年
    • 聯合學習解決方案市場，依垂直產業，2020-2030年
  • 主要趨勢
  • 估算方法
  • 研究假設

第2章 全球聯合學習解決方案市場定義與範圍

  • 研究目的
  • 市場定義和範圍
    • 產業演變
    • 研究範圍
  • 研究涵蓋的年份
  • 貨幣兌換率

第3章 全球聯合學習解決方案市場動態

  • 聯合學習解決方案市場影響分析（2020-2030）
    • 市場促進因素
      • 物聯網（IoT）的採用率不斷上升
      • 邊緣運算需求不斷成長
    • 市場挑戰
      • 缺乏熟練的技術專長
      • 資料隱私和安全問題
    • 市場機會
      • 對安全、高效的資料分析的需求不斷成長
      • 聯合學習解決方案的技術進步

第4章 全球聯合學習解決方案市場產業分析

  • 波特的五力模型
    • 供應商的議價能力
    • 買家的議價能力
    • 新進入者的威脅
    • 替代品的威脅
    • 競爭競爭
  • 波特的五力影響分析
  • PEST分析
    • 政治
    • 經濟
    • 社會
    • 技術
    • 環境
    • 合法
  • 頂級投資機會
  • 最佳制勝策略
  • COVID-19 影響分析
  • 顛覆性趨勢
  • 產業專家視角
  • 分析師推薦與結論

第5章 全球聯合學習解決方案市場，依應用

  • 市場概況
  • 全球聯合學習解決方案市場，依應用、性能-潛力分析
  • 2020-2030年全球聯合學習解決方案市場依應用估計和預測
  • 聯合學習解決方案市場，細分市場分析
  • 藥物發現
  • 購物體驗個人化
  • 資料隱私和安全管理
  • 風險管理
  • 工業物聯網
  • 線上視覺目標檢測
  • 擴增實境/虛擬實境
  • 其他

第6章 全球聯合學習解決方案市場，依產業

  • 市場概況
  • 全球聯合學習解決方案市場，依垂直領域、性能 - 潛力分析
  • 2020-2030年按垂直產業分類的全球聯合學習解決方案市場估計與預測
  • 聯合學習解決方案市場，細分市場分析
  • 銀行、金融服務和保險
  • 醫療保健和生命科學
  • 零售與電子商務
  • 製造業
  • 能源和公用事業
  • 汽車和交通
  • 資訊科技和電信
  • 其他

第7章 全球聯合學習解決方案市場，區域分析

  • 領先國家
  • 頂尖新興國家
  • 聯合學習解決方案市場，區域市場概況
  • 北美洲
    • 美國
      • 2020-2030年應用細分估計與預測
      • 2020-2030年產業細分估計與預測
    • 加拿大
  • 歐洲聯合學習解決方案市場概況
    • 英國
    • 德國
    • 法國
    • 西班牙
    • 義大利
    • 歐洲其他地區
  • 亞太地區聯合學習解決方案市場概況
    • 中國
    • 印度
    • 日本
    • 澳洲
    • 韓國
    • 亞太地區其他地區
  • 拉丁美洲聯合學習解決方案市場概況
    • 巴西
    • 墨西哥
  • 中東和非洲
    • 沙烏地阿拉伯
    • 南非
    • 中東和非洲其他地區

第8章 競爭情報

  • 重點企業SWOT分析
    • 公司1
    • 公司2
    • 公司3
  • 頂級市場策略
  • 公司簡介
    • Intellegens Ltd.
      • 關鍵訊息
      • 概述
      • 財務（視資料可用性而定）
      • 產品概要
      • 最近的發展
    • Microsoft Corporation
    • Intel Corporation
    • Cloudera Inc
    • Edge Delta Inc.
    • International Business Machines Corporation
    • Enveil Inc.
    • DataFleets Ltd
    • Alphabet Inc
    • Nvidia Corporation

第9章 研究過程

  • 研究過程
    • 資料探勘
    • 分析
    • 市場預測
    • 驗證
    • 出版
  • 研究屬性
  • 研究假設

Global Federated Learning Solutions Market is valued at approximately USD 114.8 million in 2022 and is anticipated to grow with a healthy growth rate of more than 10.6% over the forecast period 2023-2030. Federated Learning is a machine learning approach that trains a centralized model using data distributed across numerous clients with unreliable and slow network connections. It enables training algorithms on decentralized edge devices or servers without sharing the underlying data. The Federated Learning Solutions Market is expanding because of factors such as the rising adoption of the Internet of Things and rising demand of Edge Computing. Moreover, the rising adoption of edge computing positively impacts the Federated Learning Solutions market by enabling real-time decision-making and reducing the need for data transfer, enhancing privacy and security.

According to Statista in 2022, The global edge computing is expected to reach approximately USD 274 billion by the year 2025. The rising adoption of IoT devices generates huge amounts of distributed data, driving the need for federated learning solutions that enable secure and efficient model training across these devices. This trend contributes to the growth and expansion of the Federated Learning Solutions Market. According to Statista in 2022, the number of Internet of Things (IoT) devices worldwide is expected to nearly triple from USD 9.7 billion in 2020 to over USD 29 billion by 2030. By 2030, China is projected to have the largest number of IoT devices, with around 5 billion devices used by consumers. In addition, increasing demand for secure and efficient data analysis and technological advancements in federated learning solutions would create a lucrative growth opportunity. However, a lack of skilled technical expertise and data privacy and security concerns stifles market growth throughout the forecast period of 2023-2030.

The key regions considered for the Global Federated Learning Solutions Market study includes Asia Pacific, North America, Europe, Latin America, and Middle East & Africa. North America dominated the market during the forecast period owing to the, rising adoption of federated learning solutions driven by stringent data regulations, privacy concerns, and technological advancements and the growing use of innovative technologies such as Artificial intelligence and big data analytics increase market growth in the region. Asia Pacific is the fastest growing region during the forecast period owing to the factors such as the rising utilization of mobile devices and IoT, along with increase adoption of advanced technologies in this region.

Major market player included in this report are:

  • Intellegens Ltd.
  • Microsoft Corporation
  • Intel Corporation
  • Cloudera Inc,
  • Edge Delta Inc.,
  • International Business Machines Corporation,
  • Enveil Inc.,
  • DataFleets Ltd,
  • Alphabet Inc,
  • Nvidia Corporation

Recent Developments in the Market:

  • In March 2022, The Communications Intelligence Platform, a Clara Holoscan solution created by NVIDIA, has now been upgraded to MGX. This one-of-a-kind system provides end-to-end capabilities for AI technologies, intelligent healthcare manufacturing, and implantable augmentation deployment.
  • In June 2022 Intel Corporation collaborated with Aster Innovation and Research Centre and CARPL, to create a secure federated education platform. This alliance seeks to promote innovation in a variety of fields, including diagnosis, genomics, drug discovery, and predictive healthcare.

Global Federated Learning Solutions Market Report Scope:

  • Historical Data: 2020 - 2021
  • Base Year for Estimation: 2022
  • Forecast period: 2023-2030
  • Report Coverage: Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
  • Segments Covered: Application, Verticals, Region
  • Regional Scope: North America; Europe; Asia Pacific; Latin America; Middle East & Africa
  • Customization Scope: Free report customization (equivalent up to 8 analyst's working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.

The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Application:

  • Drug Discovery
  • Shopping Experience Personalization
  • Data Privacy and Security Management
  • Risk Management
  • Industrial Internet of Things
  • Online Visual Object Detection
  • Augmented Reality/Virtual Reality
  • Other

By Verticals:

  • Banking, Financial Services, and Insurance
  • Healthcare and Life Sciences
  • Retail and Ecommerce
  • Manufacturing
  • Energy and Utilities
  • Automotive and Transportation
  • IT and Telecommunication
  • Other

By Region:

  • North America
    • U.S.
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Spain
    • Italy
    • ROE
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
    • RoAPAC
  • Latin America
    • Brazil
    • Mexico
  • Middle East & Africa
    • Saudi Arabia
    • South Africa
    • Rest of Middle East & Africa

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2030 (USD Million)
    • 1.2.1. Federated Learning Solutions Market, by Region, 2020-2030 (USD Million)
    • 1.2.2. Federated Learning Solutions Market, by Application, 2020-2030 (USD Million)
    • 1.2.3. Federated Learning Solutions Market, by Verticals, 2020-2030 (USD Million)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global Federated Learning Solutions Market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Industry Evolution
    • 2.2.2. Scope of the Study
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global Federated Learning Solutions Market Dynamics

  • 3.1. Federated Learning Solutions Market Impact Analysis (2020-2030)
    • 3.1.1. Market Drivers
      • 3.1.1.1. Rising adoption of Internet of Things (IoT)
      • 3.1.1.2. Rising demand of Edge Computing
    • 3.1.2. Market Challenges
      • 3.1.2.1. Lack of skilled technical expertise
      • 3.1.2.2. Data privacy and security concerns
    • 3.1.3. Market Opportunities
      • 3.1.3.1. Increasing demand for secure and efficient data analysis
      • 3.1.3.2. Technological advancements in federated learning solutions

Chapter 4. Global Federated Learning Solutions Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
  • 4.2. Porter's 5 Force Impact Analysis
  • 4.3. PEST Analysis
    • 4.3.1. Political
    • 4.3.2. Economical
    • 4.3.3. Social
    • 4.3.4. Technological
    • 4.3.5. Environmental
    • 4.3.6. Legal
  • 4.4. Top investment opportunity
  • 4.5. Top winning strategies
  • 4.6. COVID-19 Impact Analysis
  • 4.7. Disruptive Trends
  • 4.8. Industry Expert Perspective
  • 4.9. Analyst Recommendation & Conclusion

Chapter 5. Global Federated Learning Solutions Market, by Application

  • 5.1. Market Snapshot
  • 5.2. Global Federated Learning Solutions Market by Application, Performance - Potential Analysis
  • 5.3. Global Federated Learning Solutions Market Estimates & Forecasts by Application2020-2030 (USD Million)
  • 5.4. Federated Learning Solutions Market, Sub Segment Analysis
  • 5.5. Drug Discovery
  • 5.6. Shopping Experience Personalization
  • 5.7. Data Privacy and Security Management
  • 5.8. Risk Management
  • 5.9. Industrial Internet of Things
  • 5.10. Online Visual Object Detection
  • 5.11. Augmented Reality/Virtual Reality
  • 5.12. Other

Chapter 6. Global Federated Learning Solutions Market, by Verticals

  • 6.1. Market Snapshot
  • 6.2. Global Federated Learning Solutions Market by Verticals, Performance - Potential Analysis
  • 6.3. Global Federated Learning Solutions Market Estimates & Forecasts by Verticals2020-2030 (USD Million)
  • 6.4. Federated Learning Solutions Market, Sub Segment Analysis
  • 6.5. Banking, Financial Services, and Insurance
  • 6.6. Healthcare and Life Sciences
  • 6.7. Retail and Ecommerce
  • 6.8. Manufacturing
  • 6.9. Energy and Utilities
  • 6.10. Automotive and Transportation
  • 6.11. IT and Telecommunication
  • 6.12. Other

Chapter 7. Global Federated Learning Solutions Market, Regional Analysis

  • 7.1. Top Leading Countries
  • 7.2. Top Emerging Countries
  • 7.3. Federated Learning Solutions Market, Regional Market Snapshot
  • 7.4. North America Federated Learning Solutions Market
    • 7.4.1. U.S. Federated Learning Solutions Market
      • 7.4.1.1. Application breakdown estimates & forecasts, 2020-2030
      • 7.4.1.2. Verticals breakdown estimates & forecasts, 2020-2030
    • 7.4.2. Canada Federated Learning Solutions Market
  • 7.5. Europe Federated Learning Solutions Market Snapshot
    • 7.5.1. U.K. Federated Learning Solutions Market
    • 7.5.2. Germany Federated Learning Solutions Market
    • 7.5.3. France Federated Learning Solutions Market
    • 7.5.4. Spain Federated Learning Solutions Market
    • 7.5.5. Italy Federated Learning Solutions Market
    • 7.5.6. Rest of Europe Federated Learning Solutions Market
  • 7.6. Asia-Pacific Federated Learning Solutions Market Snapshot
    • 7.6.1. China Federated Learning Solutions Market
    • 7.6.2. India Federated Learning Solutions Market
    • 7.6.3. Japan Federated Learning Solutions Market
    • 7.6.4. Australia Federated Learning Solutions Market
    • 7.6.5. South Korea Federated Learning Solutions Market
    • 7.6.6. Rest of Asia Pacific Federated Learning Solutions Market
  • 7.7. Latin America Federated Learning Solutions Market Snapshot
    • 7.7.1. Brazil Federated Learning Solutions Market
    • 7.7.2. Mexico Federated Learning Solutions Market
  • 7.8. Middle East & Africa Federated Learning Solutions Market
    • 7.8.1. Saudi Arabia Federated Learning Solutions Market
    • 7.8.2. South Africa Federated Learning Solutions Market
    • 7.8.3. Rest of Middle East & Africa Federated Learning Solutions Market

Chapter 8. Competitive Intelligence

  • 8.1. Key Company SWOT Analysis
    • 8.1.1. Company 1
    • 8.1.2. Company 2
    • 8.1.3. Company 3
  • 8.2. Top Market Strategies
  • 8.3. Company Profiles
    • 8.3.1. Intellegens Ltd.
      • 8.3.1.1. Key Information
      • 8.3.1.2. Overview
      • 8.3.1.3. Financial (Subject to Data Availability)
      • 8.3.1.4. Product Summary
      • 8.3.1.5. Recent Developments
    • 8.3.2. Microsoft Corporation
    • 8.3.3. Intel Corporation
    • 8.3.4. Cloudera Inc
    • 8.3.5. Edge Delta Inc.
    • 8.3.6. International Business Machines Corporation
    • 8.3.7. Enveil Inc.
    • 8.3.8. DataFleets Ltd
    • 8.3.9. Alphabet Inc
    • 8.3.10. Nvidia Corporation

Chapter 9. Research Process

  • 9.1. Research Process
    • 9.1.1. Data Mining
    • 9.1.2. Analysis
    • 9.1.3. Market Estimation
    • 9.1.4. Validation
    • 9.1.5. Publishing
  • 9.2. Research Attributes
  • 9.3. Research Assumption

LIST OF TABLES

  • TABLE 1. Global Federated Learning Solutions Market, report scope
  • TABLE 2. Global Federated Learning Solutions Market estimates & forecasts by Region 2020-2030 (USD Million)
  • TABLE 3. Global Federated Learning Solutions Market estimates & forecasts by Application2020-2030 (USD Million)
  • TABLE 4. Global Federated Learning Solutions Market estimates & forecasts by Verticals 2020-2030 (USD Million)
  • TABLE 5. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 6. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 7. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 8. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 9. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 10. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 11. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 12. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 13. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 14. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 15. U.S. Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 16. U.S. Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 17. U.S. Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 18. Canada Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 19. Canada Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 20. Canada Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 21. UK Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 22. UK Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 23. UK Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 24. Germany Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 25. Germany Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 26. Germany Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 27. France Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 28. France Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 29. France Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 30. Italy Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 31. Italy Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 32. Italy Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 33. Spain Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 34. Spain Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 35. Spain Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 36. RoE Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 37. RoE Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 38. RoE Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 39. China Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 40. China Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 41. China Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 42. India Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 43. India Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 44. India Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 45. Japan Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 46. Japan Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 47. Japan Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 48. South Korea Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 49. South Korea Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 50. South Korea Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 51. Australia Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 52. Australia Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 53. Australia Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 54. RoAPAC Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 55. RoAPAC Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 56. RoAPAC Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 57. Brazil Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 58. Brazil Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 59. Brazil Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 60. Mexico Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 61. Mexico Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 62. Mexico Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 63. RoLA Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 64. RoLA Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 65. RoLA Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 66. Saudi Arabia Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 67. South Africa Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 68. RoMEA Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 69. List of secondary sources, used in the study of global Federated Learning Solutions Market
  • TABLE 70. List of primary sources, used in the study of global Federated Learning Solutions Market
  • TABLE 71. Years considered for the study
  • TABLE 72. Exchange rates considered

List of tables and figures are dummy in nature, final lists may vary in the final deliverable

LIST OF FIGURES

  • FIG 1. Global Federated Learning Solutions Market, research methodology
  • FIG 2. Global Federated Learning Solutions Market, Market estimation techniques
  • FIG 3. Global Market size estimates & forecast methods
  • FIG 4. Global Federated Learning Solutions Market, key trends 2022
  • FIG 5. Global Federated Learning Solutions Market, growth prospects 2023-2030
  • FIG 6. Global Federated Learning Solutions Market, porters 5 force model
  • FIG 7. Global Federated Learning Solutions Market, pest analysis
  • FIG 8. Global Federated Learning Solutions Market, value chain analysis
  • FIG 9. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 10. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 11. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 12. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 13. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 14. Global Federated Learning Solutions Market, regional snapshot 2020 & 2030
  • FIG 15. North America Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 16. Europe Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 17. Asia pacific Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 18. Latin America Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 19. Middle East & Africa Federated Learning Solutions Market 2020 & 2030 (USD Million)

List of tables and figures are dummy in nature, final lists may vary in the final deliverable