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2023-2030 年全球联邦学习解决方案市场规模研究与预测（按应用、产业和区域分析）
市场调查报告书
商品编码
1355715

2023-2030 年全球联邦学习解决方案市场规模研究与预测（按应用、产业和区域分析）

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个工作天内

价格

2022 年，全球联邦学习解决方案市场价值约为 1.148 亿美元，预计在 2023-2030 年预测期内将以超过 10.6% 的健康成长率成长。联合学习是一种机器学习方法，它使用分布在众多网路连接不可靠且缓慢的客户端上的资料来训练集中式模型。它可以在分散的边缘设备或伺服器上训练演算法，而无需共享底层资料。由于物联网的日益普及和边缘运算的需求不断增长等因素，联邦学习解决方案市场正在扩大。此外，边缘运算的日益普及透过实现即时决策、减少资料传输需求、增强隐私和安全性，对联邦学习解决方案市场产生正面影响。

根据 Statista 2022 年的数据，到 2025 年，全球边缘运算预计将达到约 2,740 亿美元。物联网设备的不断普及产生了大量分散式资料，推动了对联邦学习解决方案的需求，以实现安全高效的模型训练跨这些设备。这一趋势有助于联邦学习解决方案市场的成长和扩大。根据Statista 预测，到2022 年，全球物联网(IoT) 设备数量预计将增长近两倍，从2020 年的97 亿美元增至2030 年的290 亿美元以上。到2030 年，中国预计将拥有最多的物联网设备，消费者使用约 50 亿台设备。此外，对安全高效的资料分析和联邦学习解决方案技术进步的需求不断增长，将创造利润丰厚的成长机会。然而，缺乏熟练的技术专业知识以及资料隐私和安全问题抑制了 2023-2030 年预测期内的市场成长。

全球联邦学习解决方案市场研究考虑的关键区域包括亚太地区、北美、欧洲、拉丁美洲以及中东和非洲。由于严格的资料法规、隐私问题和技术进步推动联合学习解决方案的采用不断增加，以及人工智慧和大资料分析等创新技术的日益使用，北美在预测期内主导了市场增长该区域。由于行动装置和物联网的利用率不断上升，以及该地区先进技术的采用不断增加等因素，亚太地区是预测期内成长最快的地区。

研究的目的是确定近年来不同细分市场和国家的市场规模，并预测未来几年的价值。该报告旨在纳入参与研究的国家内该行业的定性和定量方面。

该报告还提供了有关驱动因素和挑战等关键方面的详细信息，这些因素将决定市场的未来成长。此外，它还纳入了利害关係人投资的微观市场的潜在机会，以及对主要参与者的竞争格局和产品供应的详细分析。

目录

第 1 章：执行摘要

  • 市场概况
  • 2020-2030 年全球与细分市场估计与预测
    • 2020-2030 年联邦学习解决方案市场（按地区）
    • 联邦学习解决方案市场（按应用），2020-2030 年
    • 联邦学习解决方案市场，按垂直产业，2020-2030 年
  • 主要趋势
  • 估算方法
  • 研究假设

第 2 章：全球联邦学习解决方案市场定义与范围

  • 研究目的
  • 市场定义和范围
    • 产业演变
    • 研究范围
  • 研究考虑的年份
  • 货币兑换率

第 3 章：全球联邦学习解决方案市场动态

  • 联邦学习解决方案市场影响分析（2020-2030）
    • 市场驱动因素
      • 物联网 (IoT) 的采用率不断上升
      • 边缘运算需求不断成长
    • 市场挑战
      • 缺乏熟练的技术专长
      • 资料隐私和安全问题
    • 市场机会
      • 对安全、高效的资料分析的需求不断增长
      • 联邦学习解决方案的技术进步

第 4 章：全球联邦学习解决方案市场产业分析

  • 波特的五力模型
    • 供应商的议价能力
    • 买家的议价能力
    • 新进入者的威胁
    • 替代品的威胁
    • 竞争竞争
  • 波特的五力影响分析
  • PEST分析
    • 政治的
    • 经济
    • 社会的
    • 技术性
    • 环境的
    • 合法的
  • 顶级投资机会
  • 最佳制胜策略
  • COVID-19 影响分析
  • 颠覆性趋势
  • 产业专家视角
  • 分析师推荐与结论

第 5 章：全球联邦学习解决方案市场（按应用）

  • 市场概况
  • 全球联邦学习解决方案市场（按应用、性能）-潜力分析
  • 2020-2030 年全球联邦学习解决方案市场按应用估计和预测
  • 联邦学习解决方案市场，细分市场分析
  • 药物发现
  • 购物体验个人化
  • 资料隐私和安全管理
  • 风险管理
  • 工业物联网
  • 线上视觉目标检测
  • 扩增实境/虚拟现实
  • 其他

第 6 章：全球联合学习解决方案市场（按产业）

  • 市场概况
  • 全球联邦学习解决方案市场（按垂直领域、性能 - 潜力分析）
  • 2020-2030 年按垂直产业分類的全球联邦学习解决方案市场估计与预测
  • 联邦学习解决方案市场，细分市场分析
  • 银行、金融服务和保险
  • 医疗保健和生命科学
  • 零售与电子商务
  • 製造业
  • 能源和公用事业
  • 汽车和交通
  • 资讯科技和电信
  • 其他

第 7 章：全球联邦学习解决方案市场，区域分析

  • 领先国家
  • 顶尖新兴国家
  • 联邦学习解决方案市场，区域市场概况
  • 北美洲
    • 我们
      • 2020-2030 年应用细分估计与预测
      • 2020-2030 年产业细分估计与预测
    • 加拿大
  • 欧洲联邦学习解决方案市场概况
    • 英国
    • 德国
    • 法国
    • 西班牙
    • 义大利
    • 欧洲其他地区
  • 亚太地区联邦学习解决方案市场概况
    • 中国
    • 印度
    • 日本
    • 澳洲
    • 韩国
    • 亚太地区其他地区
  • 拉丁美洲联邦学习解决方案市场概况
    • 巴西
    • 墨西哥
  • 中东和非洲
    • 沙乌地阿拉伯
    • 南非
    • 中东和非洲其他地区

第 8 章：竞争情报

  • 重点企业SWOT分析
    • 公司1
    • 公司2
    • 公司3
  • 顶级市场策略
  • 公司简介
    • Intellegens Ltd.
      • 关键讯息
      • 概述
      • 财务（视数据可用性而定）
      • 产品概要
      • 最近的发展
    • Microsoft Corporation
    • Intel Corporation
    • Cloudera Inc
    • Edge Delta Inc.
    • International Business Machines Corporation
    • Enveil Inc.
    • DataFleets Ltd
    • Alphabet Inc
    • Nvidia Corporation

第 9 章：研究过程

  • 研究过程
    • 资料探勘
    • 分析
    • 市场预测
    • 验证
    • 出版
  • 研究属性
  • 研究假设

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