Federated Learning Market
Federated Learning Market Size, Share and Industry Analysis Report By Application (Drug Discovery, Industrial IoT, Shopping Experience Personalization, Data Privacy and Security Management, Risk Management, Online Visual Object Detection, Augmented Reality/Virtual Reality and Others); By Vertical (Healthcare and Life Sciences, BFSI, Manufacturing, Automotive and Transportation, Energy and Utilities, IT and Telecommunication and Others) - Forecast Year 2024 – 2031
Information & Communications Technology // Digitalization and IoT
The global federated
learning market is foreseen to grow by 11.4%, from USD 98.25 Million in 2021 to
USD 233.03 Million in 2029. Growing need to increase learning between devices
and organizations, ability to ensure better data privacy and security by
training algorithms on decentralized devices, growing adoption of federated
learning in various applications for data privacy is to drive the market for
the upcoming forecast period. However, lack of skilled technical expertise remain
one factor hindering the market growth over the anticipated period.
Market Definition
What Is Federated Learning?
Market Overview
The
federated learning market search study helps to thoroughly understand the
current trend in the market competitive analysis of the players in the emerging
market. Moreover, the DRO in the federated learning market offers valuable
perspicuity and a current scenario for making the right decision. The research
study covers the eminent players in the market with a detailed analysis of the
company and a financial overview containing their net sales, business mix and
geographical reach It mainly focuses on the key developments of the
products/services offered by the company in recent years. Besides, we at
Zettabyte have the expertise to analyses the global federated learning market player's
competitive landscape helping the client comprehend their specific strategic
growth approaches.
Federated
learning market study by "Zettabyte Analytics" offers details about
the market scope, market segmentation, technological advancement in the federated
learning market and highlights the optimistic, competitive landscape and trends
enduring over the years.
Major players in
the federated learning market include Acuratio, Apheris, Cloudera, Consilient,
Datafleets, Decentralized Machine Learning, Edge Delta, Enveil, Fedml, Google,
Ibm, Intel, Intellegens, Lifebit, Microsoft, Nvidia, Owkin, Secure Ai Labs,
Sherpa.Ai.
COVID-19 Impact on Global Federated
Learning Market
The global impact
of COVID-19 has lost millions of lives with a massive cost to the healthcare
system. Moreover, the treatment cost for patients with COVID-19 has also had a
financial impact globally. the impact of COVID-19 on the federated learning
market has forced the companies to change their sourcing, pricing, and
promotion strategies. the federated learning market players are seen focusing
more on optimizing the e-commerce networks with the rising innovations in the
digital sector, which are creating new business models for the Information
& Communications Technology industry player.
Research Scope
The report
provides market value for the base year 2021 and a yearly forecast from 2022 to
2029 in revenue (USD Million/ Billion). the market for each segment is present
in North America, Europe, Asia Pacific, Latin America, Middle East &
Africa, and the regional basis for the forecast mentioned above.
Key Verticals
dynamics, regulatory scenarios, major material dynamics and federated learning
market future markets are analyzed to understand their impact on demand for the
forecast period. growth rates have been estimated using correlation, regression
and time-series analysis.
Market Segmentation
For the purpose
of this report, the global Federated learning market segmented on the basis of Application,
Verticals, and region:
Application Outlook:
On the basis of
application, the market is segmented into drug discovery, shopping experience
personalization, data privacy and security management, risk management,
industrial internet of things, online visual object detection, agumented
reality/virtual reality, other applications.
Verticals Outlook:
On the basis of
verticals, the market is segmented into banking, financial services, and
insurance, healthcare and life sciences, retail and ecommerce, manufacturing,
energy and utilities, automotive and transportaion, IT and telecommunication,
other verticals.
Figure 1 Federated Learning Market By Verticals
(Market Size And Forecast By Value - USD Million, 2021 & 2029)
Regional Outlook (Revenue, USD Million; 2021
& 2029)
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Regional Outlook
(Revenue, USD Million; 2018-2029) |
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North America |
U.S. |
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Canada |
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Europe |
Germany |
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U.K. |
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France |
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Spain |
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Italy |
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Rest of the Europe |
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Asia Pacific |
India |
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Japan |
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China |
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South Korea |
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Australia |
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Rest of Asia-Pacific |
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Middle East & Africa |
UAE |
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Saudi Arabia |
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South Africa |
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Rest of Middle East & Africa |
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Latin America |
Brazil |
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Mexico |
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Argentina |
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Rest of Latin America |
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Figure 5 Federated Learning Market: Regional
Dynamics
An exclusive federated
learning market research report provides an in-depth analysis of the market
dynamics across five regions: North America, Europe, South America,
Asia-Pacific, Middle East, and Africa. Furthermore, the market has been
evaluated by utilizing diverse research methodologies and internal statistical model.
Companies Considered And Profiled In This
Market Study
The players
operating in the market have undertaken several strategies related to the
market in the period 2019-2021. some of the prominent players in the federated
learning market include
· Acuratio
· Apheris
· Cloudera
· Consilient
· Datafleets
· Decentralized
Machine Learning
· Edge Delta
· Enveil
· Fedml
· Google
· Ibm
· Intel
· Intellegens
· Lifebit
· Microsoft
· Nvidia
· Owkin
· Secure Ai Labs
· Sherpa.Ai
Global Federated Learning Market Report Scope
|
Historical
data |
2018 - 2020 |
|
Base
year for estimation |
2021 |
|
Forecast
period |
2022 - 2029 |
|
Market
size value in 2022 |
USD XX Billion |
|
Revenue
forecast in 2029 |
USD 233.03 Million |
|
Growth
Rate |
CAGR of 11.4%
from 2022 to 2029 |
|
Quantitative
units |
Revenue in USD Million/Billion & CAGR
from 2022 to 2029 |
|
Report
coverage |
Revenue
forecast, company share, competitive landscape, growth factors, and trends |
|
Segments
covered |
Application, Verticals |
|
Key
companies profiled |
Nvidia, Google,
Microsoft, IBM |
|
Regional
Scope |
North America, Europe, Asia Pacific, Middle
East & Africa, Latin America |
|
Country
Scope |
U.S.,
Canada, Germany, U.K., France, Italy, Spain, India, Japan, China, Australia,
South Korea, Saudi Arabia, UAE, South Africa, Brazil, Mexico, Argentina |
|
Customization
scope |
Free report customization (equivalent to up
to 8 analysts’ working days) with purchase. Addition or alteration to
country, regional & segment scope. |
Application Outlook (Revenue, USD Million/Billion;
2018-2029)
· Drug Discovery
· Shopping Experience
Personalization
· Data Privacy and
Security Management
· Risk Management
· Industrial Internet
of Things
· Online Visual
Object Detection
· Agumented
Reality/Virtual Reality
· Other Applications
Verticals Outlook (Revenue, USD Million/Billion;
2018-2029)
· Banking, Financial
Services, and Insurance
· Healthcare and Life
Sciences
· Retail and
Ecommerce
· Manufacturing
· Energy and
Utilities
· Automotive and
Transportaion
· IT and
Telecommunication
· Other Verticals
Regional Outlook (Revenue, USD
Million/Billion; 2018-2029)
· North America
o U.S.
o Canada
· Europe
o Germany
o U.K.
o France
o Spain
o Italy
o Rest of the Europe
· Asia Pacific
o India
o Japan
o China
o South Korea
o Australia
o Rest of
Asia-Pacific
· Middle East &
Africa
o UAE
o Saudi Arabia
o South Africa
o Rest of Middle East
& Africa
· Latin America
o Brazil
o Mexico
o Argentina
o Rest of Latin
America
Reasons to Buy the Report:
· Save and reduce
time carrying out entry-level research by identifying the growth, size, leading
players and segments in the global federated learning market
· Highlights key
business priorities in order to guide the companies to reform their business strategies
and establish themselves in the wide geography.
· The key findings
and recommendations highlight crucial progressive Verticals trends in the federated
learning market, thereby allowing players to develop effective long-term
strategies in order to garner their market revenue.
· Develop/modify
business expansion plans by using substantial growth offering developed and
emerging markets.
· Scrutinize in-depth
global market trends and outlook coupled with the factors driving the market,
as well as those restraining the growth at a certain extent.
· Enhance the
decision-making process by understanding the strategies that underpin
commercial interest with respect to products, segmentation and industry
verticals.
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Chapter
1. Introduction |
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1.1. Market Definition |
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1.2. Research Scope |
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1.2.1. Markets Covered |
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1.2.2. Years Considered for
Study |
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Chapter 2. Executive
Summary |
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2.1. Summary Snapshot Market Size
and Forecast, 2018-2029 |
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2.2. Federated Learning Market Share by
Application, 2021 vs 2029 (USD Million) |
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2.3. Federated Learning Market Share by
Verticals, 2021 vs 2029 (USD Million) |
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2.4. Federated Learning Market Share by
Region, 2021 vs 2029 (USD Million) |
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Chapter 3. Key Insights |
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Chapter 4. Federated
Learning Market Segmentation & Impact Analysis |
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4.1. Federated Learning Market Indicators
Analysis |
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4.1.1. Market Drivers
Analysis |
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4.1.1.1. Growing
need to increase learning between devices and organizations |
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4.1.1.2. Ability to ensure
better data privacy and security by training algorithms on decentralized
devices |
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4.1.1.3. Growing adoption
of federated learning in various applications for data privacy |
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4.1.2. Market Restraint
Analysis |
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4.1.2.1. Lack of
skilled technical expertise |
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4.1.3. Market Opportunity
Analysis |
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4.1.3.1. Federated learning
enables distributed participants to collaboratively learn a commonly shared
model while holding data locally |
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4.2. Regulatory Analysis |
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4.2.1. North America |
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4.2.1.1. U.S. |
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4.2.1.2. Canada |
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4.2.2. Europe |
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4.2.2. Asia Pacific |
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4.2.2.1. India |
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4.2.2.2. Japan |
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4.2.2.3. China |
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4.3. Technological Insights |
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4.4. COVID-19 Impact analysis on
Federated Learning Market |
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4.5. Porter’s Five Forces Analysis |
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4.5.1. Bargaining Power of
Buyers/Consumers |
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4.5.2. Bargaining Power of
Suppliers |
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4.5.3. Threat of New Entrants |
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4.5.4. Threat of Substitute
Products |
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4.5.4. Intensity of Competitive
Rivalry |
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4.6. Competitive Metric Space Analysis |
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Chapter 5. Federated
Learning Market, By Application (Market Size and Forecast by Value - USD
Million, 2018 - 2029) |
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5.1. Federated Learning Market, By
Application (Market Size and Forecast by Value - USD Million, 2021 &
2029) |
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5.1.1. Drug Discovery |
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5.1.1.1. Drug Discovery Market Estimates and
Forecast, 2019-2029 (USD Million) |
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5.1.1.2. Drug Discovery Market Estimates and
Forecast, By Region, 2019-2029 (USD Million) |
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5.1.2. Shopping Experience
Personalization |
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5.1.2.1. Shopping
Experience Personalization Market Estimates and Forecast, 2019-2029 (USD
Million) |
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5.1.2.2. Shopping
Experience Personalization Market Estimates and Forecast, By Region,
2019-2029 (USD Million) |
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5.1.3. Data Privacy and
Security Management |
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5.1.3.1. Data
Privacy and Security Management Market Estimates and Forecast, 2019-2029 (USD
Million) |
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5.1.3.2. Data Privacy and
Security Management Market Estimates and Forecast, By Region, 2019-2029 (USD
Million) |
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5.1.4. Risk Management |
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5.1.4.1. Risk Management
Market Estimates and Forecast, 2019-2029 (USD Million) |
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5.1.4.2. Risk
Management Market Estimates and Forecast, By Region, 2019-2029 (USD Million) |
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5.1.5. Industrial Internet of
Things |
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5.1.5.1. Industrial Internet of
Things Market Estimates and Forecast, 2019-2029 (USD Million) |
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5.1.5.2. Industrial
Internet of Things Market Estimates and Forecast, By Region, 2019-2029 (USD
Million) |
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5.1.6. Online Visual Object
Detection |
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5.1.6.1. Online
Visual Object Detection Market Estimates and Forecast, 2019-2029 (USD
Million) |
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5.1.6.2. Online Visual
Object Detection Market Estimates and Forecast, By Region, 2019-2029 (USD
Million) |
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5.1.7. Agumented
Reality/Virtual Reality |
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5.1.7.1. Agumented
Reality/Virtual Reality Market Estimates and Forecast, 2019-2029 (USD
Million) |
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5.1.7.2. Agumented
Reality/Virtual Reality Market Estimates and Forecast, By Region, 2019-2029
(USD Million) |
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5.1.8. Other Applications |
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5.1.8.1. Other Applications
Market Estimates and Forecast, 2019-2029 (USD Million) |
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5.1.8.2. Other
Applications Market Estimates and Forecast, By Region, 2019-2029 (USD
Million) |
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Chapter 6. Federated
Learning Market, By Verticals (Market Size and Forecast by Value - USD
Million, 2018 - 2029) |
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6.1. Federated Learning Market, By
Verticals (Market Size and Forecast by Value - USD Million, 2021 & 2029) |
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6.1.1. Banking, Financial
Services, and Insurance |
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6.1.1.1. Banking, Financial Services, and Insurance
Market Estimates and Forecast, 2019-2029 (USD Million) |
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6.1.1.2. Banking, Financial Services, and Insurance
Market Estimates and Forecast, By Region, 2019-2029 (USD Million) |
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6.1.2. Healthcare and Life
Sciences |
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6.1.2.1. Healthcare and Life Sciences Market
Estimates and Forecast, 2019-2029 (USD Million) |
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6.1.2.2. Healthcare and Life Sciences Market Estimates
and Forecast, By Region, 2019-2029 (USD Million) |
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6.1.3. Retail and Ecommerce |
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6.1.3.1. Retail and
Ecommerce Market Estimates and Forecast, 2019-2029 (USD Million) |
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6.1.3.2. Retail and
Ecommerce Market Estimates and Forecast, By Region, 2019-2029 (USD Million) |
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6.1.4. Manufacturing |
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6.1.4.1. Manufacturing Market Estimates and
Forecast, 2019-2029 (USD Million) |
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6.1.4.2. Manufacturing Market Estimates and
Forecast, By Region, 2019-2029 (USD Million) |
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6.1.5. Energy and Utilities |
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6.1.5.1. Energy and Utilities Market Estimates and
Forecast, 2019-2029 (USD Million) |
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6.1.5.2. Energy and Utilities Market Estimates and
Forecast, By Region, 2019-2029 (USD Million) |
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6.1.6. Automotive and
Transportaion |
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6.1.6.1. Automotive and
Transportaion Market Estimates and Forecast, 2019-2029 (USD Million) |
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6.1.6.2. Automotive
and Transportaion Market Estimates and Forecast, By Region, 2019-2029 (USD
Million) |
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6.1.7. IT and Telecommunication |
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6.1.7.1. IT and
Telecommunication Market Estimates and Forecast, 2019-2029 (USD Million) |
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6.1.7.2. IT and
Telecommunication Market Estimates and Forecast, By Region, 2019-2029 (USD
Million) |
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6.1.8. Other Verticals |
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6.1.8.1. Other
Verticals Market Estimates and Forecast, 2019-2029 (USD Million) |
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6.1.8.2. Other
Verticals Market Estimates and Forecast, By Region, 2019-2029 (USD Million) |
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Chapter 7. Federated
Learning Market, By Region (Market Size and Forecast by Value - USD Million,
2018 - 2029) |
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7.1. Federated Learning Market, By
Region (Market Size and Forecast by Value - USD Million, 2021 & 2029) |
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7.2. North America |
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7.2.1. North America Federated
Learning Market, By Application, 2018-2029 (USD Million) |
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7.2.2. North America Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.2.4. North America Federated
Learning Market, By Country, 2018-2029 (USD Million) |
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7.2.5. U.S. |
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7.2.5.1. U.S.
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.2.5.2. U.S.
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.2.6. Canada |
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7.2.6.1. Canada
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.2.6.2. Canada Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.3. Europe |
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7.3.1. Europe Federated
Learning Market, By Application, 2018-2029 (USD Million) |
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7.3.2. Europe Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.3.4. Europe Federated
Learning Market, By Country, 2018-2029 (USD Million) |
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7.3.5. Germany |
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7.3.5.1. Germany Federated
Learning Market, By Application, 2018-2029 (USD Million) |
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7.3.5.2. Germany
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.3.6. U.K. |
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7.3.6.1. U.K.
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.3.6.2. U.K.
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.3.7. France |
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7.3.7.1. France
Federated Learning Market, By Application, 2019-2029 (USD Million) |
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7.3.7.2. France
Federated Learning Market, By Verticals, 2019-2029 (USD Million) |
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7.3.7. Spain |
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7.3.7.1. Spain Federated
Learning Market, By Application, 2018-20210 (USD Million) |
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7.3.7.2. Spain
Federated Learning Market, By Verticals, 2018-20210 (USD Million) |
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7.3.9. Italy |
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7.3.9.1. Italy
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.3.9.2. Italy
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.3.10. Rest of Europe |
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7.3.10.1. Rest of
Europe Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.3.10.2. Rest of
Europe Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.4. Asia Pacific |
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7.4.1. Asia Pacific Federated
Learning Market, By Application, 2018-2029 (USD Million) |
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7.4.2. Asia Pacific Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.4.4. Asia Pacific Federated
Learning Market, By Country, 2018-2029 (USD Million) |
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7.4.5. India |
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7.4.5.1. India
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.4.5.2. India
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.4.6. Japan |
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7.4.6.1. Japan
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.4.6.2. Japan Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.4.7. China |
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7.4.7.1. China
Federated Learning Market, By Application, 2019-2029 (USD Million) |
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7.4.7.2. China
Federated Learning Market, By Verticals, 2019-2029 (USD Million) |
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7.4.7. South Korea |
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7.4.7.1. South
Korea Federated Learning Market, By Application, 2018-20210 (USD Million) |
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7.4.7.2. South
Korea Federated Learning Market, By Verticals, 2018-20210 (USD Million) |
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7.4.9. Australia |
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7.4.9.1. Australia
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.4.9.2.
Australia Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.4.10. Rest of Asia Pacific |
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7.4.10.1. Rest of Asia Pacific
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.4.10.2. Rest of
Asia Pacific Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.5. Middle East & Africa |
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7.5.1. Middle East & Africa
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.5.2. Middle East &
AfricaFederated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.5.4. Middle East & Africa
Federated Learning Market, By Country, 2018-2029 (USD Million) |
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7.5.5. UAE |
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7.5.5.1. UAE
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.5.5.2. UAE Federated Learning Market, By
Verticals, 2018-2029 (USD Million) |
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7.5.6. Saudi Arabia |
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7.5.6.1. Saudi Arabia
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.5.6.2. Saudi
Arabia Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.5.7. South Africa |
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7.5.7.1. South Africa Federated Learning
Market, By Application, 2019-20210 (USD Million) |
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7.5.7.2. South
Africa Federated Learning Market, By Verticals, 2019-20210 (USD Million) |
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7.5.7. Rest of Middle East
& Africa |
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7.5.7.1. Rest of
Middle East & Africa Federated Learning Market, By Application,
2018-20210 (USD Million) |
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7.5.7.2. Rest of
Middle East & Africa Federated Learning Market, By Verticals, 2018-20210
(USD Million) |
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7.6. Latin America |
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7.6.1. Latin America Federated
Learning Market, By Application, 2018-2029 (USD Million) |
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7.6.2. Latin America Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.6.4. Latin America Federated
Learning Market, By Country, 2018-2029 (USD Million) |
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7.6.5. Brazil |
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7.6.5.1. Brazil Federated
Learning Market, By Application, 2018-2029 (USD Million) |
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7.6.5.2. Brazil
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.6.6. Mexico |
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7.6.6.1. Mexico
Federated Learning Market, By Application, 2018-2029 (USD Million) |
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7.6.6.2. Mexico
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
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7.6.7. Argentina |
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7.6.7.1. Argentina
Federated Learning Market, By Application, 2019-2029 (USD Million) |
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7.6.7.2.
Argentina Federated Learning Market, By Verticals, 2019-2029 (USD Million) |
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7.6.7. Rest of Latin America |
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7.6.7.1. Rest of Latin America Federated
Learning Market, By Application, 2018-20210 (USD Million) |
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7.6.7.2. Rest of
Latin America Federated Learning Market, By Verticals, 2018-20210 (USD
Million) |
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Chapter 8. Competitive Landscape |
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8.1. Market Revenue Share by
Manufacturers |
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8.2. Competitor’s Positioning |
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8.3. Strategy Benchmarking |
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8.3.1. Partnership &
Agreement |
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8.3.2. New Product Development |
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8.3.3. Mergers &
Acquisitions |
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8.3.4. Investment &
Expansion |
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8.4. Vendor Landscape |
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8.4.1. Distributors |
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8.4.2. North America |
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8.4.3. Europe |
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8.4.4. Asia Pacific |
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|
8.4.5. Middle East &
Africa |
|
|
8.4.6. Latin America |
|
|
8.5. Zettabyte Analytics Insights for
Competitive Landscape |
|
|
Chapter 9. Company
Profiles |
|
|
9.1. Acuratio |
|
|
9.1.1. Company Overview |
|
|
9.1.2. Products Offered |
|
|
9.1.3. Financials |
|
|
9.1.4. Recent Development |
|
|
9.2. Apheris |
|
|
9.2.1. Company Overview |
|
|
9.2.2. Products Offered |
|
|
9.2.3. Financials |
|
|
9.2.4. Recent Development |
|
|
9.3. Cloudera |
|
|
9.3.1. Company Overview |
|
|
9.3.2. Products Offered |
|
|
9.3.3. Financials |
|
|
9.3.4. Recent Development |
|
|
9.4. Consilient |
|
|
9.4.1. Company Overview |
|
|
9.4.2. Products Offered |
|
|
9.4.3. Financials |
|
|
9.4.4. Recent Development |
|
|
9.5. Datafleets |
|
|
9.5.1. Company Overview |
|
|
9.5.2. Products Offered |
|
|
9.5.3. Financials |
|
|
9.5.4. Recent Development |
|
|
9.6. Decentralized Machine Learning |
|
|
9.6.1. Company Overview |
|
|
9.6.2. Products Offered |
|
|
9.6.3. Financials |
|
|
9.6.4. Recent Development |
|
|
9.7. Edge Delta |
|
|
9.7.1. Company Overview |
|
|
9.7.2. Products Offered |
|
|
9.7.3. Financials |
|
|
9.7.4. Recent Development |
|
|
9.8. Enveil |
|
|
9.8.1. Company Overview |
|
|
9.8.2. Products Offered |
|
|
9.8.3. Financials |
|
|
9.8.4. Recent Development |
|
|
9.9. Fedml |
|
|
9.9.1. Company Overview |
|
|
9.9.2. Products Offered |
|
|
9.9.3. Financials |
|
|
9.9.4. Recent Development |
|
|
9.9. Google |
|
|
9.9.1. Company Overview |
|
|
9.9.2. Products Offered |
|
|
9.9.3. Financials |
|
|
9.9.4. Recent Development |
|
|
9.11. Ibm |
|
|
9.11.1. Company Overview |
|
|
9.11.2. Products Offered |
|
|
9.11.3. Financials |
|
|
9.11.4. Recent
Development |
|
|
9.12. Intel |
|
|
9.12.1. Company Overview |
|
|
9.12.2. Products Offered |
|
|
9.12.3. Financials |
|
|
9.12.4. Recent
Development |
|
|
9.13. Intellegens |
|
|
9.13.1. Company Overview |
|
|
9.13.2. Products Offered |
|
|
9.13.3. Financials |
|
|
9.13.4. Recent
Development |
|
|
9.14. Lifebit |
|
|
9.14.1. Company Overview |
|
|
9.14.2. Products Offered |
|
|
9.14.3. Financials |
|
|
9.14.4. Recent
Development |
|
|
9.15. Microsoft |
|
|
9.15.1. Company Overview |
|
|
9.15.2. Products Offered |
|
|
9.15.3. Financials |
|
|
9.15.4. Recent
Development |
|
|
9.16. Nvidia |
|
|
9.16.1. Company Overview |
|
|
9.16.2. Products Offered |
|
|
9.16.3. Financials |
|
|
9.16.4. Recent
Development |
|
|
9.17. Owkin |
|
|
9.17.1. Company Overview |
|
|
9.17.2. Products Offered |
|
|
9.17.3. Financials |
|
|
9.17.4. Recent
Development |
|
|
9.18. Secure Ai Labs |
|
|
9.18.1. Company Overview |
|
|
9.18.2. Products Offered |
|
|
9.18.3. Financials |
|
|
9.18.4. Recent
Development |
|
|
9.19. Sherpa.Ai |
|
|
9.19.1. Company Overview |
|
|
9.19.2. Products Offered |
|
|
9.19.3. Financials |
|
|
9.19.4. Recent
Development |
|
|
Chapter 10. Research
Methodology |
|
|
10.1. Research Sources |
|
|
10.1.1. Primary |
|
|
10.1.2. Secondary |
|
|
10.2. Market Size Estimation |
|
|
Chapter 11. Appendix |
|
|
11.1. Discussion guide |
|
|
11.2. Knowledge Store:
Zettabyte Analytics Subscription Portal |
|
|
11.3. Available
Customizations |
|
|
11.4. Associated
Zettabyte Analytics Reports |
|
|
List of Tables |
|
|
Table 1 |
Federated Learning
Market, By Application (Market Size and Forecast by Value - USD Million, 2021
& 2029) |
|
Table 2 |
Drug Discovery Market
Estimates and Forecast, 2019-2029 (USD Million) |
|
Table 3 |
Drug Discovery Market
Estimates and Forecast, By Region, 2019-2029 (USD Million) |
|
Table 4 |
Shopping Experience
Personalization Market Estimates and Forecast, 2019-2029 (USD Million) |
|
Table 5 |
Shopping Experience
Personalization Market Estimates and Forecast, By Region, 2019-2029 (USD
Million) |
|
Table 6 |
Federated Learning
Market, By Verticals (Market Size and Forecast by Value - USD Million, 2021
& 2029) |
|
Table 7 |
Banking, Financial
Services, and Insurance Market Estimates and Forecast, 2019-2029 (USD
Million) |
|
Table 8 |
Banking, Financial
Services, and Insurance Market Estimates and Forecast, By Region, 2019-2029
(USD Million) |
|
Table 17 |
North America Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 18 |
North America Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 20 |
North America Federated
Learning Market, By Country, 2018-2029 (USD Million) |
|
Table 21 |
U.S. Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 22 |
U.S. Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 24 |
Canada Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 25 |
Canada Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 27 |
Europe Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 28 |
Europe Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 30 |
Europe Federated Learning
Market, By Country, 2018-2029 (USD Million) |
|
Table 31 |
Germany Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 32 |
Germany Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 34 |
U.K. Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 35 |
U.K. Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 37 |
France Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 38 |
France Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 40 |
Spain Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 41 |
Spain Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 43 |
Italy Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 44 |
Italy Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 46 |
Rest of Europe Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 47 |
Rest of Europe Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 49 |
Asia Pacific Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 50 |
Asia Pacific Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 52 |
Asia Pacific Federated
Learning Market, By Country, 2018-2029 (USD Million) |
|
Table 53 |
India Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 54 |
India Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 56 |
Japan Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 57 |
Japan Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 59 |
China Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 60 |
China Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 62 |
South Korea Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 63 |
South Korea Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 65 |
Australia Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 66 |
Australia Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 68 |
Rest of Asia Pacific
Federated Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 69 |
Rest of Asia Pacific
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 71 |
Middle East & Africa
Federated Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 72 |
Middle East &
AfricaFederated Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 74 |
Middle East & Africa
Federated Learning Market, By Country, 2018-2029 (USD Million) |
|
Table 75 |
UAE Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 76 |
UAE Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 78 |
Saudi Arabia Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 79 |
Saudi Arabia Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 81 |
South Africa Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 82 |
South Africa Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 84 |
Rest of Middle East &
Africa Federated Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 85 |
Rest of Middle East &
Africa Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 87 |
Latin America Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 88 |
Latin America Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 90 |
Latin America Federated
Learning Market, By Country, 2018-2029 (USD Million) |
|
Table 91 |
Brazil Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 92 |
Brazil Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 94 |
Mexico Federated Learning
Market, By Application, 2018-2029 (USD Million) |
|
Table 95 |
Mexico Federated Learning
Market, By Verticals, 2018-2029 (USD Million) |
|
Table 97 |
Argentina Federated
Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 98 |
Argentina Federated
Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 100 |
Rest of Latin America
Federated Learning Market, By Application, 2018-2029 (USD Million) |
|
Table 101 |
Rest of Latin America
Federated Learning Market, By Verticals, 2018-2029 (USD Million) |
|
Table 103 |
Product Launch & Development
in The Federated Learning Market, 2018-2021 |
|
Table 104 |
Investment and Expansion
in The Federated Learning Market, 2018-2021 |
|
Table 105 |
Partnership &
Collaboration in The Federated Learning Market, 2018-2021 |
|
Table 106 |
Merger & Acquisition
in The Federated Learning Market, 2018-2021 |
|
List of Figures |
|
|
Figure 1 |
Research Methodology |
|
Figure 2 |
Summary Snapshot Market
Size and Forecast, USD Million, 2021 & 2029 |
|
Figure 3 |
Global Federated Learning
Market Segmentation & Impact Analysis |
|
Figure 4 |
Regulatory Analysis |
|
Figure 5 |
COVID-19 Impact analysis
on Federated Learning Market |
|
Figure 6 |
Market Revenue Share by
Manufacturers |
|
Figure 7 |
Federated Learning
Market, By Application (Market Size and Forecast by Value - USD Million, 2021
& 2029) |
|
Figure 8 |
Federated Learning
Market, By Verticals (Market Size and Forecast by Value - USD Million, 2021
& 2029) |
|
Figure 10 |
Federated Learning
Market, By Region (Market Size and Forecast by Value - USD Million, 2021
& 2029) |
1.
Research Sources
We at Zettabyte Analytics have a
detailed and related research methodology focussed on estimating the market
size and forecasted value for the given market. Comprehensive research
objectives and scope were obtained through secondary research of the parent and
peer markets. The next step was to validate our research by various market
models and primary research. Both top-down and bottom-up approaches were
employed to estimate the market. In addition to all the research reports, data
triangulation is one of the procedures used to evaluate the market size of
segments and sub-segments.
Research Methodology
1.1. Secondary Research
The secondary research study involves various sources and databases used
to analyze and collect information for the market-oriented survey of a specific
market. We use multiple databases for our exhaustive secondary research, such
as Factiva, Dun & Bradstreet, Bloomberg, Research article, Annual reports,
Press Release, and SEC filings of significant companies. Apart from this, a
dedicated set of teams continuously extracts data of key industry players and
makes an extensive and unique segmentation related to the latest market
development.
1.2. Primary Research
The primary research includes gathering data from specific domain
experts through a detailed questionnaire, emails, telephonic interviews, and
web-based surveys. The primary interviewees for this study include an expert
from the demand and supply side, such as CEOs, VPs, directors, sales heads, and
marketing managers of tire 1,2, and 3 companies across the globe.
1.3. Data Triangulation
The data triangulation is very important for any market study, thus we
at Zettabyte Analytics focus on at least three sources to ensure a high level
of accuracy. The data is triangulated by studying various factors and trends
from both supply and demand side. All the reports published and stored in our
repository follows a detailed process to obtain a reliable insight for our
clients.
1.4. In-House Verification
To validate the segmentation
and verify the data collected, our market expert ensures whether our research
analyst is considering fine distinction before analyzing the market.
1.5. Reporting
In the end,
presenting our research reports complied in a different format for straightforward
valuation such as ppt, pdf, and excel data pack is done.
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