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Federated Learning Solutions Market by Component, Component, Deployment Mode, Vertical, Application - Global Forecast to 2030- Product Image
Federated Learning Solutions Market by Component, Component, Deployment Mode, Vertical, Application - Global Forecast to 2030- Product Image
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Federated Learning Solutions Market by Component, Component, Deployment Mode, Vertical, Application - Global Forecast to 2030

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  • 191 Pages
  • May 2025
  • Region: Global
  • 360iResearch™
  • ID: 5322977
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The Federated Learning Solutions Market grew from USD 166.34 million in 2024 to USD 192.71 million in 2025. It is expected to continue growing at a CAGR of 15.27%, reaching USD 390.36 million by 2030.

Revolutionizing Data Privacy Through Collaborative AI Training

Federated learning is rapidly emerging as a paradigm shift in artificial intelligence that addresses growing concerns over data privacy and regulatory compliance. By enabling multiple participants to collaboratively train machine learning models without exchanging raw data, federated learning preserves confidentiality while unlocking insights from distributed datasets. This decentralized approach reduces the risk of sensitive information exposure, an imperative for industries handling personal health records, financial transactions, and critical infrastructure telemetry. Moreover, advances in encryption techniques and optimization algorithms have enhanced the feasibility and performance of federated networks, fostering broader enterprise adoption.

As organizations grapple with stringent data protection regulations and escalating cyber threats, federated learning offers a compelling alternative to traditional centralized training. The evolution of edge computing infrastructure and specialized hardware accelerators further accelerates on-device model updates, facilitating real-time intelligence. Within this landscape, stakeholders must comprehend the intricate interplay of technological, regulatory, and strategic factors shaping federated learning deployments. The following summary synthesizes the transformative shifts, policy impacts, market segments, regional dynamics, competitive players, and pragmatic recommendations essential for decision-makers to harness the full potential of federated learning.

Emerging Shifts Driving Federated Learning Adoption

Enterprises are experiencing a fundamental shift driven by the convergence of privacy regulations, distributed computing, and the democratization of artificial intelligence. Federated learning has become a cornerstone of this transformation by reconciling the tension between data sovereignty and collaborative model training. Organizations that once hoarded data in centralized silos are now embracing methods that allow learning at the edge, where models are refined locally and only updates are shared.

This approach not only mitigates regulatory risks associated with cross-border data transfers but also optimizes network bandwidth and reduces latency. The proliferation of IoT devices and 5G connectivity further accelerates adoption by extending the federated paradigm to factories, hospitals, financial networks, and public sector systems. As federated learning matures, a robust ecosystem of hardware accelerators, middleware, and specialized frameworks emerges, enabling seamless orchestration across heterogeneous environments.

Ultimately, these transformative shifts are catalyzing novel business models and partnerships. Technology providers, service integrators, and end-user organizations are forming collaborative consortia to co-develop industry-specific solutions. This cooperative ethos underscores the core promise of federated learning: empowering collective intelligence while preserving the autonomy of each participant.

Assessing The Rippling Effects of 2025 US Tariffs

The imposition of new tariffs on AI hardware, software components, and related services in the United States during 2025 has sent ripples across the federated learning supply chain. Hardware manufacturers reliant on imported semiconductors and accelerator chips have faced increased production costs, which in turn pressure edge device vendors and data center operators to recalibrate pricing strategies. This dynamic has amplified the importance of supplier diversification and local sourcing initiatives within the industry.

On the software and services front, providers dependent on overseas development centers have adjusted their delivery models to mitigate elevated import duties. Consulting and integration teams have increasingly adopted hybrid labor frameworks, combining on-shore expertise for high-impact tasks with near-shore and off-shore support for routine development. These adjustments have preserved margins while ensuring compliance with evolving trade regulations.

Looking ahead, enterprises are prioritizing end-to-end visibility into cost drivers and exploring hardware-agnostic frameworks that simplify model deployment across jurisdictions. The cumulative impact of the 2025 tariffs underscores the strategic imperative of supply chain resilience, cost optimization, and policy foresight in federated learning operations.

Navigating Market Segments To Unlock Strategic Opportunities

Analyzing the federated learning market through multiple segmentation lenses reveals nuanced opportunities and challenges. From a component standpoint, hardware investments span AI accelerators, edge devices, and GPU servers, each catering to distinct performance and deployment profiles. Services offerings range from consulting services that advise on governance frameworks to integration services that streamline orchestration across data silos and support and maintenance contracts that ensure operational continuity. Meanwhile, software solutions encompass frameworks facilitating privacy-preserving computations, platforms orchestrating distributed training workflows, and specialized tools for monitoring and model auditing.

A complementary view segments the market by services and solutions, where consulting, implementation, and ongoing support and maintenance define the customer journey from strategy to execution. Deployment mode segmentation distinguishes cloud-native federated networks that leverage elastic resources from on-premises installations that prioritize data locality and deterministic performance. Vertical segmentation highlights industry-specific demands within automotive, BFSI, energy and utilities, government and defense, healthcare, IT and telecommunications, manufacturing, and retail, each field driving tailored algorithmic requirements and regulatory constraints. Finally, application segmentation showcases the breadth of use cases-from enabling autonomous vehicle perception systems and fraud detection analytics to enhancing healthcare imaging diagnostics, predictive maintenance in industrial settings, and personalized recommendation engines.

Regional Landscapes Shaping Federated Learning Trajectories

Regional variations in regulatory regimes, infrastructure maturity, and industry priorities are shaping federated learning trajectories worldwide. In the Americas, organizations benefit from advanced cloud ecosystems and a progressive regulatory environment that encourages responsible data innovation. Early adopters in financial services and healthcare are collaborating with academic institutions on pilot federated networks, establishing best practices for cross-industry data sharing.

Across Europe, the Middle East and Africa, stringent data protection laws such as the GDPR have accelerated federated learning adoption as a compliant alternative to centralized analytics. National initiatives are fostering federated research consortia in healthcare and smart city applications. Infrastructure investments in high-performance computing hubs are further bolstering local OEMs and software developers.

The Asia-Pacific region exhibits a dynamic interplay between government-driven AI agendas and a thriving startup ecosystem. Major markets in East and Southeast Asia are launching federated learning testbeds for smart manufacturing, while Australia and New Zealand emphasize federated approaches in environmental monitoring and agritech. Robust edge infrastructure deployments and favorable procurement policies continue to drive momentum in this diverse region.

Competitive Dynamics Among Leading Federated Learning Providers

A competitive landscape of established technology giants and specialized challengers defines the federated learning market. Leading semiconductor and hardware vendors are embedding federated capabilities into their accelerator portfolios, while cloud service providers are integrating managed federated learning platforms into their offerings. Software vendors emphasize modular frameworks that support plug-and-play model development and secure aggregation protocols. Consulting firms are building dedicated practices to advise on governance, privacy engineering, and ecosystem orchestration.

Meanwhile, a wave of innovative startups is focusing on niche applications, such as federated analytics for healthcare imaging or cross-border financial anomaly detection, differentiating through proprietary encryption schemes and optimized communication protocols. Strategic alliances between hardware manufacturers, system integrators, and academic institutions are expanding the reach of federated pilots into industry sectors that have been traditionally cautious about data sharing. This collaborative dynamic underscores the importance of interoperability standards and open ecosystems in driving long-term market growth.

Strategic Imperatives For Industry Stakeholders

Industry stakeholders must position themselves for sustained success by internalizing several strategic imperatives. First, investing in edge computing infrastructure and hardware accelerators will ensure federated networks deliver the requisite performance and scalability. Second, forging partnerships with solution providers and academic consortia can accelerate proof-of-concept deployments while mitigating technical risks. Third, establishing robust governance frameworks that incorporate encryption, differential privacy, and secure multi-party computation will build stakeholder trust and facilitate regulatory compliance.

Additionally, cultivating cross-functional talent capable of bridging data science, cybersecurity, and systems engineering domains will be critical. Organizations should institutionalize continuous learning programs to upskill existing workforces and attract specialized expertise. Finally, adopting a phased approach-beginning with pilot projects in high-value use cases and scaling to enterprise-wide federated networks-will balance innovation velocity with risk management, ensuring federated learning initiatives deliver measurable business impact.

Rigorous Approach Underpinning Our Analysis

Our analysis is grounded in a rigorous, multi-dimensional research methodology combining secondary and primary sources. We began by reviewing the latest industry publications, regulatory filings, patents, and technical white papers to map the technological and policy landscape. This desk research informed a series of structured interviews with senior executives, technical experts, and end users across key verticals, providing firsthand insights into adoption drivers, implementation challenges, and strategic priorities.

Quantitative data collected from financial reports, market databases, and publicly disclosed procurement records were triangulated with qualitative evidence to ensure robust validation. We applied scenario-based modeling to assess the impact of policy shifts, such as the 2025 US tariffs, on supply chain dynamics and cost structures. Throughout the process, independent peer reviews and internal cross-functional workshops were conducted to safeguard analytical rigor and impartiality.

Synthesizing Insights To Chart The Path Forward

Federated learning stands at the crossroads of privacy, performance, and strategic collaboration. This executive summary has illuminated how emerging market shifts, regulatory reforms, and supply chain considerations converge to shape adoption trajectories. By dissecting the market through diverse segmentation lenses and regional perspectives, decision-makers can identify high-impact use cases and navigate geopolitical complexities with confidence.

A clear understanding of competitive dynamics, coupled with actionable recommendations, empowers organizations to architect federated solutions that drive innovation while safeguarding sensitive information. As federated learning continues to mature, the interplay between hardware advancements, software frameworks, and governance models will define winners in this rapidly evolving space. Stakeholders who embrace a holistic, data-driven strategy will unlock new frontiers of collective intelligence.

Market Segmentation & Coverage

This research report categorizes to forecast the revenues and analyze trends in each of the following sub-segmentations:
  • Component
    • Hardware
      • Ai Accelerators
      • Edge Devices
      • Gpu Servers
    • Services
      • Consulting Services
      • Integration Services
      • Support And Maintenance
    • Software
      • Frameworks
      • Platforms
      • Tools
  • Component
    • Services
      • Consulting
      • Implementation
      • Support & Maintenance
    • Solutions
  • Deployment Mode
    • Cloud
    • On Premises
  • Vertical
    • Automotive
    • BFSI
    • Energy & Utilities
    • Government & Defense
    • Healthcare
    • IT & Telecommunications
    • Manufacturing
    • Retail
  • Application
    • Autonomous Vehicles
    • Fraud Detection
    • Healthcare Imaging
    • Predictive Maintenance
    • Recommendation Systems
This research report categorizes to forecast the revenues and analyze trends in each of the following sub-regions:
  • Americas
    • United States
      • California
      • Texas
      • New York
      • Florida
      • Illinois
      • Pennsylvania
      • Ohio
    • Canada
    • Mexico
    • Brazil
    • Argentina
  • Europe, Middle East & Africa
    • United Kingdom
    • Germany
    • France
    • Russia
    • Italy
    • Spain
    • United Arab Emirates
    • Saudi Arabia
    • South Africa
    • Denmark
    • Netherlands
    • Qatar
    • Finland
    • Sweden
    • Nigeria
    • Egypt
    • Turkey
    • Israel
    • Norway
    • Poland
    • Switzerland
  • Asia-Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
    • Indonesia
    • Thailand
    • Philippines
    • Malaysia
    • Singapore
    • Vietnam
    • Taiwan
This research report categorizes to delves into recent significant developments and analyze trends in each of the following companies:
  • Amazon Web Services, Inc.
  • Microsoft Corporation
  • Google LLC
  • International Business Machines Corporation
  • NVIDIA Corporation
  • Intel Corporation
  • Huawei Technologies Co., Ltd.
  • Alibaba Cloud Computing Co., Ltd.
  • Qualcomm Technologies, Inc.
  • Baidu, Inc.

 

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Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Federated Learning Solutions Market, by Component
8.1. Introduction
8.2. Hardware
8.2.1. Ai Accelerators
8.2.2. Edge Devices
8.2.3. Gpu Servers
8.3. Services
8.3.1. Consulting Services
8.3.2. Integration Services
8.3.3. Support and Maintenance
8.4. Software
8.4.1. Frameworks
8.4.2. Platforms
8.4.3. Tools
9. Federated Learning Solutions Market, by Component
9.1. Introduction
9.2. Services
9.2.1. Consulting
9.2.2. Implementation
9.2.3. Support & Maintenance
9.3. Solutions
10. Federated Learning Solutions Market, by Deployment Mode
10.1. Introduction
10.2. Cloud
10.3. on Premises
11. Federated Learning Solutions Market, by Vertical
11.1. Introduction
11.2. Automotive
11.3. BFSI
11.4. Energy & Utilities
11.5. Government & Defense
11.6. Healthcare
11.7. IT & Telecommunications
11.8. Manufacturing
11.9. Retail
12. Federated Learning Solutions Market, by Application
12.1. Introduction
12.2. Autonomous Vehicles
12.3. Fraud Detection
12.4. Healthcare Imaging
12.5. Predictive Maintenance
12.6. Recommendation Systems
13. Americas Federated Learning Solutions Market
13.1. Introduction
13.2. United States
13.3. Canada
13.4. Mexico
13.5. Brazil
13.6. Argentina
14. Europe, Middle East & Africa Federated Learning Solutions Market
14.1. Introduction
14.2. United Kingdom
14.3. Germany
14.4. France
14.5. Russia
14.6. Italy
14.7. Spain
14.8. United Arab Emirates
14.9. Saudi Arabia
14.10. South Africa
14.11. Denmark
14.12. Netherlands
14.13. Qatar
14.14. Finland
14.15. Sweden
14.16. Nigeria
14.17. Egypt
14.18. Turkey
14.19. Israel
14.20. Norway
14.21. Poland
14.22. Switzerland
15. Asia-Pacific Federated Learning Solutions Market
15.1. Introduction
15.2. China
15.3. India
15.4. Japan
15.5. Australia
15.6. South Korea
15.7. Indonesia
15.8. Thailand
15.9. Philippines
15.10. Malaysia
15.11. Singapore
15.12. Vietnam
15.13. Taiwan
16. Competitive Landscape
16.1. Market Share Analysis, 2024
16.2. FPNV Positioning Matrix, 2024
16.3. Competitive Analysis
16.3.1. Amazon Web Services, Inc.
16.3.2. Microsoft Corporation
16.3.3. Google LLC
16.3.4. International Business Machines Corporation
16.3.5. NVIDIA Corporation
16.3.6. Intel Corporation
16.3.7. Huawei Technologies Co., Ltd.
16.3.8. Alibaba Cloud Computing Co., Ltd.
16.3.9. Qualcomm Technologies, Inc.
16.3.10. Baidu, Inc.
17. ResearchAI
18. ResearchStatistics
19. ResearchContacts
20. ResearchArticles
21. Appendix
List of Figures
FIGURE 1. FEDERATED LEARNING SOLUTIONS MARKET MULTI-CURRENCY
FIGURE 2. FEDERATED LEARNING SOLUTIONS MARKET MULTI-LANGUAGE
FIGURE 3. FEDERATED LEARNING SOLUTIONS MARKET RESEARCH PROCESS
FIGURE 4. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 5. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 6. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 8. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 10. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
FIGURE 12. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2024 VS 2030 (%)
FIGURE 14. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 16. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 20. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. FEDERATED LEARNING SOLUTIONS MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 26. FEDERATED LEARNING SOLUTIONS MARKET, FPNV POSITIONING MATRIX, 2024
List of Tables
TABLE 1. FEDERATED LEARNING SOLUTIONS MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 4. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
TABLE 5. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 6. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 7. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 8. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY AI ACCELERATORS, BY REGION, 2018-2030 (USD MILLION)
TABLE 9. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY EDGE DEVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY GPU SERVERS, BY REGION, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY INTEGRATION SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY FRAMEWORKS, BY REGION, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY TOOLS, BY REGION, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 23. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 24. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2030 (USD MILLION)
TABLE 25. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY IMPLEMENTATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 26. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 27. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 28. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
TABLE 29. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 30. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 31. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY ON PREMISES, BY REGION, 2018-2030 (USD MILLION)
TABLE 32. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 33. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
TABLE 34. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
TABLE 35. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
TABLE 36. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY GOVERNMENT & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
TABLE 37. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 38. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
TABLE 39. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
TABLE 40. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
TABLE 41. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 42. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY AUTONOMOUS VEHICLES, BY REGION, 2018-2030 (USD MILLION)
TABLE 43. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2018-2030 (USD MILLION)
TABLE 44. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HEALTHCARE IMAGING, BY REGION, 2018-2030 (USD MILLION)
TABLE 45. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 46. GLOBAL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 47. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 48. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 49. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 50. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 51. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 52. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 53. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 54. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 55. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 56. AMERICAS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 57. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 58. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 59. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 60. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 61. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 62. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 63. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 64. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 65. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 66. UNITED STATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 67. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 68. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 69. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 70. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 71. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 72. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 73. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 74. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 75. CANADA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 76. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 77. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 78. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 79. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 80. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 81. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 82. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 83. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 84. MEXICO FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 85. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 86. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 87. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 88. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 89. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 90. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 91. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 92. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 93. BRAZIL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 94. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 95. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 96. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 97. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 98. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 99. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 100. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 101. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 102. ARGENTINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 103. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 104. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 105. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 106. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 107. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 108. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 109. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 110. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 111. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 112. EUROPE, MIDDLE EAST & AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 113. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 114. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 115. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 116. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 117. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 118. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 119. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 120. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 121. UNITED KINGDOM FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 122. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 123. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 124. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 125. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 126. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 127. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 128. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 129. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 130. GERMANY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 131. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 132. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 133. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 134. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 135. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 136. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 137. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 138. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 139. FRANCE FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 140. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 141. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 142. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 143. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 144. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 145. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 146. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 147. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 148. RUSSIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 149. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 150. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 151. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 152. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 153. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 154. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 155. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 156. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 157. ITALY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 158. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 159. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 160. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 161. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 162. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 163. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 164. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 165. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 166. SPAIN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 167. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 168. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 169. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 170. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 171. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 172. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 173. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 174. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 175. UNITED ARAB EMIRATES FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 176. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 177. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 178. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 179. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 180. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 181. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 182. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 183. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 184. SAUDI ARABIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 185. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 186. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 187. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 188. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 189. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 190. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 191. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 192. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 193. SOUTH AFRICA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 194. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 195. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 196. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 197. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 198. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 199. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 200. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 201. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 202. DENMARK FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 203. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 204. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 205. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 206. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 207. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 208. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 209. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 210. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 211. NETHERLANDS FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 212. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 213. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 214. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 215. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 216. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 217. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 218. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 219. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 220. QATAR FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 221. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 222. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 223. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 224. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 225. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 226. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 227. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 228. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 229. FINLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 230. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 231. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 232. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 233. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 234. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 235. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 236. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 237. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 238. SWEDEN FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 239. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 240. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 241. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 242. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 243. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 244. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 245. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 246. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 247. NIGERIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 248. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 249. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 250. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 251. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 252. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 253. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 254. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 255. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 256. EGYPT FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 257. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 258. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 259. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 260. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 261. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 262. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 263. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 264. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 265. TURKEY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 266. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 267. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 268. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 269. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 270. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 271. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 272. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 273. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 274. ISRAEL FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 275. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 276. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 277. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 278. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 279. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 280. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 281. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 282. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 283. NORWAY FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 284. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 285. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 286. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 287. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 288. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 289. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 290. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 291. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 292. POLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 293. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 294. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 295. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 296. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 297. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 298. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 299. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 300. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 301. SWITZERLAND FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 302. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 303. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 304. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 305. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 306. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 307. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 308. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 309. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 310. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 311. ASIA-PACIFIC FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 312. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 313. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 314. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 315. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 316. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 317. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 318. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 319. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
TABLE 320. CHINA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 321. INDIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 322. INDIA FEDERATED LEARNING SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 323. INDIA FEDERATED LEARNING SOLUTIONS MARK

Companies Mentioned

The companies profiled in this Federated Learning Solutions market report include:
  • Amazon Web Services, Inc.
  • Microsoft Corporation
  • Google LLC
  • International Business Machines Corporation
  • NVIDIA Corporation
  • Intel Corporation
  • Huawei Technologies Co., Ltd.
  • Alibaba Cloud Computing Co., Ltd.
  • Qualcomm Technologies, Inc.
  • Baidu, Inc.

Methodology

Methodology DOWNLOAD NOW

Table Information

Report AttributeDetails
No. of Pages191
PublishedMay 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 192.71 Million
Forecasted Market Value ( USD ) by 2030 $ 390.36 Million
Compound Annual Growth Rate15.2%
Regions CoveredGlobal
No. of Companies Mentioned11

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About the Federated Learning Market

Federated Learning is a type of Machine Learning and Data Mining that enables multiple parties to collaboratively train a model without sharing their data. It is a distributed learning approach that allows data to remain on the device or server where it is stored, while still allowing the model to be trained on the combined data. This approach is beneficial for organizations that need to protect sensitive data, as it allows them to keep their data secure while still allowing them to benefit from the collective data of other parties. Federated Learning is becoming increasingly popular as organizations look for ways to protect their data while still taking advantage of the benefits of Machine Learning and Data Mining. Companies in the Federated Learning market include Google, Microsoft, Amazon, IBM, and Apple. Show Less Read more

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