Europe Federated Learning Market Size, Share & Industry Trends Analysis Report By Application, By Vertical (Healthcare & Life Sciences, BFSI, IT & Telecommunication, Energy & Utilities), By Country and Growth Forecast, 2022 - 2028
The Europe Federated Learning Market would witness market growth of 10.7% CAGR during the forecast period (2022-2028).
Federated learning technology opens up numerous prospects for data scientists and researchers to work on new research issues and enhance their models, which are trained across a wide range of datasets. Practitioners and stakeholders, who are under growing pressure to deliver value-based treatment with better outcomes, might save significant costs by using models that are more precise in their predictions. Federated learning is a method of cooperatively training machine learning models without the requirement to transmit the underlying data. Algorithms are distributed to many data centers and trained locally. Only the algorithm, not the data it was trained on, returns to the centralized location once it has been trained. The revised predictions are then delivered to each local dataset, where they are retained and reinforced.
European businesses are less likely to be completely digital on average, and this is certainly relevant in the construction industry, lowering the digital intensity score. When it comes to the adoption of digital technology, company culture is important. In the EU, digital firms are more likely than non-digital firms to report using a formal strategic business monitoring system. Every disclosure of public data would alarm the media as well as the general people. For instance, the recent Facebook data hack has sparked a slew of concerns. At the same time, nations are bolstering data security and privacy protections. For example, the European Union's General Data Protection Regulation (GDPR), which came into effect on May 25, 2018. GDPR is designed to safeguard users' personal information and data security. It compels businesses to use clear and simple language in their user agreements and simply provides the right to be forgotten to the users, which means they can have their personal data purged or removed. The GDPR has effectively outlawed any self-contained actions involving the collection, transfer, and use of personal data.
The Germany market dominated the Europe Federated Learning Market by Country in 2021, and would continue to be a dominant market till 2028; thereby, achieving a market value of $15,842.8 Thousands by 2028. The UK market is experiencing a CAGR of 9.8% during (2022 - 2028). Additionally, The France market would exhibit a CAGR of 11.5% during (2022 - 2028).
Based on Application, the market is segmented into Drug Discovery, Risk Management, Online Visual Object Detection, Data Privacy & Security Management, Industrial Internet of Things, Augmented Reality/Virtual Reality, Shopping Experience Personalization, and Others. Based on Vertical, the market is segmented into Healthcare & Life Sciences, BFSI, IT & Telecommunication, Energy & Utilities, Manufacturing, Automotive & Transportation, Retail & Ecommerce, and Others. Based on countries, the market is segmented into Germany, UK, France, Russia, Spain, Italy, and Rest of Europe.
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, Microsoft Corporation, Intel Corporation, Google LLC, Cloudera, Inc., NVIDIA Corporation, Edge Delta, Inc., DataFleets Ltd. (LiveRamp Holdings, Inc.), Enveil, and Secure AI Labs, Inc.
Scope of the Study
Market Segments covered in the Report:
By Application
- Drug Discovery
- Risk Management
- Online Visual Object Detection
- Data Privacy & Security Management
- Industrial Internet of Things
- Augmented Reality/Virtual Reality
- Shopping Experience Personalization
- Others
- Healthcare & Life Sciences
- BFSI
- IT & Telecommunication
- Energy & Utilities
- Manufacturing
- Automotive & Transportation
- Retail & Ecommerce
- Others
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
- IBM Corporation
- Microsoft Corporation
- Intel Corporation
- Google LLC
- Cloudera, Inc.
- NVIDIA Corporation
- Edge Delta, Inc.
- DataFleets Ltd. (LiveRamp Holdings, Inc.)
- Enveil
- Secure AI Labs, Inc.
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- Chapter 1. Market Scope & Methodology
- 1.1 Market Definition
- 1.2 Objectives
- 1.3 Market Scope
- 1.4 Segmentation
- 1.4.1 Europe Federated Learning Market, by Application
- 1.4.2 Europe Federated Learning Market, by Vertical
- 1.4.3 Europe Federated Learning Market, by Country
- 1.5 Methodology for the research
- Chapter 2. Market Overview
- 2.1 Introduction
- 2.1.1 Overview
- 2.1.1.1 Market Composition and Scenario
- 2.2 Key Factors Impacting the Market
- 2.2.1 Market Drivers
- 2.2.2 Market Restraints
- Chapter 3. Competition Analysis - Global
- 3.1 KBV Cardinal Matrix
- 3.2 Recent Industry Wide Strategic Developments
- 3.2.1 Partnerships, Collaborations and Agreements
- 3.2.2 Product Launches and Product Expansions
- 3.2.3 Acquisition and Mergers
- 3.3 Top Winning Strategies
- 3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)
- 3.3.2 Key Strategic Move: (Product Launches and Product Expansions : 2018, Dec – 2021, Dec) Leading Players
- Chapter 4. Europe Federated Learning Market by Application
- 4.1 Europe Drug Discovery Market by Country
- 4.2 Europe Risk Management Market by Country
- 4.3 Europe Online Visual Object Detection Market by Country
- 4.4 Europe Data Privacy & Security Management Market by Country
- 4.5 Europe Industrial Internet of Things Market by Country
- 4.6 Europe Augmented Reality/Virtual Reality Market by Country
- 4.7 Europe Shopping Experience Personalization Market by Country
- 4.8 Europe Other Application Market by Country
- Chapter 5. Europe Federated Learning Market by Vertical
- 5.1 Europe Healthcare & Life Sciences Market by Country
- 5.2 Europe BFSI Market by Country
- 5.3 Europe IT & Telecommunication Market by Country
- 5.4 Europe Energy & Utilities Market by Country
- 5.5 Europe Manufacturing Market by Country
- 5.6 Europe Automotive & Transportation Market by Country
- 5.7 Europe Retail & Ecommerce Market by Country
- 5.8 Europe Others Market by Country
- Chapter 6. Europe Federated Learning Market by Country
- 6.1 Germany Federated Learning Market
- 6.1.1 Germany Federated Learning Market by Application
- 6.1.2 Germany Federated Learning Market by Vertical
- 6.2 UK Federated Learning Market
- 6.2.1 UK Federated Learning Market by Application
- 6.2.2 UK Federated Learning Market by Vertical
- 6.3 France Federated Learning Market
- 6.3.1 France Federated Learning Market by Application
- 6.3.2 France Federated Learning Market by Vertical
- 6.4 Russia Federated Learning Market
- 6.4.1 Russia Federated Learning Market by Application
- 6.4.2 Russia Federated Learning Market by Vertical
- 6.5 Spain Federated Learning Market
- 6.5.1 Spain Federated Learning Market by Application
- 6.5.2 Spain Federated Learning Market by Vertical
- 6.6 Italy Federated Learning Market
- 6.6.1 Italy Federated Learning Market by Application
- 6.6.2 Italy Federated Learning Market by Vertical
- 6.7 Rest of Europe Federated Learning Market
- 6.7.1 Rest of Europe Federated Learning Market by Application
- 6.7.2 Rest of Europe Federated Learning Market by Vertical
- Chapter 7. Company Profiles
- 7.1 IBM Corporation
- 7.1.1 Company Overview
- 7.1.2 Financial Analysis
- 7.1.3 Regional & Segmental Analysis
- 7.1.4 Research & Development Expenses
- 7.1.5 Recent Strategies and Developments
- 7.1.5.1 Product Launches and Product Expansions:
- 7.2 Microsoft Corporation
- 7.2.1 Company Overview
- 7.2.2 Financial Analysis
- 7.2.3 Segmental and Regional Analysis
- 7.2.4 Research & Development Expenses
- 7.2.5 Recent Strategies and Developments
- 7.2.5.1 Product Launches and Product Expansions:
- 7.2.5.2 Acquisitions and Mergers:
- 7.3 Intel Corporation
- 7.3.1 Company Overview
- 7.3.2 Financial Analysis
- 7.3.3 Segmental and Regional Analysis
- 7.3.4 Research & Development Expenses
- 7.3.5 Recent strategies and developments:
- 7.3.5.1 Partnerships, Collaborations and Agreement:
- 7.4 Google LLC
- 7.4.1 Company Overview
- 7.4.2 Financial Analysis
- 7.4.3 Segmental and Regional Analysis
- 7.4.4 Research & Development Expense
- 7.4.5 Recent Strategies and Developments
- 7.4.5.1 Product Launches and Product Expansions:
- 7.5.5 Recent strategies and developments:
- 7.5.5.1 Partnerships, Collaborations and Agreements:
- 7.6 NVIDIA Corporation
- 7.6.1 Company Overview
- 7.6.2 Financial Analysis
- 7.6.3 Segmental and Regional Analysis
- 7.6.4 Research & Development Expense
- 7.6.5 Recent strategies and developments:
- 7.6.5.1 Partnerships, Collaborations and Agreements:
- 7.6.6 SWOT Analysis
- 7.7 Edge Delta, Inc.
- 7.7.1 Company Overview
- 7.7.2 Recent strategies and developments:
- 7.7.2.1 Product Launches and Product Expansions:
- 7.8 DataFleets Ltd. (LiveRamp Holdings, Inc.)
- 7.8.1 Company Overview
- 7.9 Enveil
- 7.9.1 Company Overview
- 7.9.2 Recent strategies and developments:
- 7.9.2.1 Product Launches and Product Expansions:
- 7.10. Secure AI Labs, Inc.
- 7.10.1 Company Overview
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