Global AI in Education Market Development Strategy Pre and Post COVID-19, by Corporate Strategy Analysis, Landscape, Type, Application, and Leading 20 Countries
Artificial intelligence, also known as machine intelligence, refers to the intelligence exhibited by machines made by people.
Due to the numerous applications of artificial intelligence in education, the academic community has become more convenient and personalized. This changes the way people learn because educational materials are accessible to everyone through smart devices and computers.
The AI in Education market revenue was xx Million USD in 2016, grew to xx Million USD in 2020, and will reach xx Million USD in 2026, with a CAGR of xx during 2020-2026.
Global AI in Education Market Development Strategy Pre and Post COVID-19, by Corporate Strategy Analysis, Landscape, Type, Application, and Leading 20 Countries covers and analyzes the potential of the global AI in Education industry, providing statistical information about market dynamics, growth factors, major challenges, PEST analysis and market entry strategy Analysis, opportunities and forecasts. The biggest highlight of the report is to provide companies in the industry with a strategic analysis of the impact of COVID-19. At the same time, this report analyzed the market of leading 20 countries and introduce the market potential of these countries.
Major Players in AI in Education market are:
AWS
Cognii
Microsoft
Aleks
Cognizant
Elemental Path
Carnegie Learning
Knewton
Third Space Learning
DreamBox Learning
Blackboard
Century
Jenzabar
BridgeU
Nuance
Pearson
Querium
Quantum Adaptive Learning
Luilishuo
Jellynote
IBM
Fishtree
Metacog
Most important types of AI in Education products covered in this report are:
Machine Learning
Natural Language Processing (NLP)
Most widely used downstream fields of AI in Education market covered in this report are:
Virtual Facilitators and Learning Environments
Intelligent Tutoring Systems (ITS)
Content Delivery Systems
Fraud and Risk Management
Student-initiated learning
Others
Top countries data covered in this report:
United States
Canada
Germany
UK
France
Italy
Spain
Russia
China
Japan
South Korea
Australia
Thailand
Brazil
Argentina
Chile
South Africa
Egypt
UAE
Saudi Arabia
Chapter 1 is the basis of the entire report. In this chapter, we define the market concept and market scope of AI in Education, including product classification, application areas, and the entire report covered area.
Chapter 2 is the core idea of the whole report. In this chapter, we provide a detailed introduction to our research methods and data sources.
Chapter 3 focuses on analyzing the current competitive situation in the AI in Education market and provides basic information, market data, product introductions, etc. of leading companies in the industry. At the same time, Chapter 3 includes the highlighted analysis--Strategies for Company to Deal with the Impact of COVID-19.
Chapter 4 provides breakdown data of different types of products, as well as market forecasts.
Different application fields have different usage and development prospects of products. Therefore, Chapter 5 provides subdivision data of different application fields and market forecasts.
Chapter 6 includes detailed data of major regions of the world, including detailed data of major regions of the world. North America, Asia Pacific, Europe, South America, Middle East and Africa.
Chapters 7-26 focus on the regional market. We have selected the most representative 20 countries from 197 countries in the world and conducted a detailed analysis and overview of the market development of these countries.
Chapter 27 focuses on market qualitative analysis, providing market driving factor analysis, market development constraints, PEST analysis, industry trends under COVID-19, market entry strategy analysis, etc.
Key Points:
Define, describe and forecast AI in Education product market by type, application, end user and region.
Provide enterprise external environment analysis and PEST analysis.
Provide strategies for company to deal with the impact of COVID-19.
Provide market dynamic analysis, including market driving factors, market development constraints.
Provide market entry strategy analysis for new players or players who are ready to enter the market, including market segment definition, client analysis, distribution model, product messaging and positioning, and price strategy analysis.
Keep up with international market trends and provide analysis of the impact of the COVID-19 epidemic on major regions of the world.
Analyze the market opportunities of stakeholders and provide market leaders with details of the competitive landscape.
Years considered for this report:
Historical Years: 2016-2020
Base Year: 2020
Estimated Year: 2021
Forecast Period: 2021-2026
Table of Content
1 AI in Education Market Definition and Overview
1.1 Objectives of the Study
1.2 Overview of AI in Education
1.3 AI in Education Market Scope and Market Size Estimation
1.4 Market Segmentation
1.4.1 Types of AI in Education
1.4.2 Applications of AI in Education
1.5 Market Exchange Rate
2 Research Method and Logic
2.1 Methodology
2.2 Research Data Source
3 Market Competition Analysis
3.1 AWS Market Performance Analysis
3.1.1 AWS Basic Information
3.1.2 Product and Service Analysis
3.1.3 Strategies for Company to Deal with the Impact of COVID-19
3.1.4 AWS Sales, Value, Price, Gross Margin 2016-2021
3.2 Cognii Market Performance Analysis
3.2.1 Cognii Basic Information
3.2.2 Product and Service Analysis
3.2.3 Strategies for Company to Deal with the Impact of COVID-19
3.2.4 Cognii Sales, Value, Price, Gross Margin 2016-2021
3.3 Microsoft Market Performance Analysis
3.3.1 Microsoft Basic Information
3.3.2 Product and Service Analysis
3.3.3 Strategies for Company to Deal with the Impact of COVID-19
3.3.4 Microsoft Sales, Value, Price, Gross Margin 2016-2021
3.4 Aleks Market Performance Analysis
3.4.1 Aleks Basic Information
3.4.2 Product and Service Analysis
3.4.3 Strategies for Company to Deal with the Impact of COVID-19
3.4.4 Aleks Sales, Value, Price, Gross Margin 2016-2021
3.5 Cognizant Market Performance Analysis
3.5.1 Cognizant Basic Information
3.5.2 Product and Service Analysis
3.5.3 Strategies for Company to Deal with the Impact of COVID-19
3.5.4 Cognizant Sales, Value, Price, Gross Margin 2016-2021
3.6 Elemental Path Market Performance Analysis
3.6.1 Elemental Path Basic Information
3.6.2 Product and Service Analysis
3.6.3 Strategies for Company to Deal with the Impact of COVID-19
3.6.4 Elemental Path Sales, Value, Price, Gross Margin 2016-2021
3.7 Carnegie Learning Market Performance Analysis
3.7.1 Carnegie Learning Basic Information
3.7.2 Product and Service Analysis
3.7.3 Strategies for Company to Deal with the Impact of COVID-19
3.7.4 Carnegie Learning Sales, Value, Price, Gross Margin 2016-2021
3.8 Knewton Market Performance Analysis
3.8.1 Knewton Basic Information
3.8.2 Product and Service Analysis
3.8.3 Strategies for Company to Deal with the Impact of COVID-19
3.8.4 Knewton Sales, Value, Price, Gross Margin 2016-2021
3.9 Third Space Learning Market Performance Analysis
3.9.1 Third Space Learning Basic Information
3.9.2 Product and Service Analysis
3.9.3 Strategies for Company to Deal with the Impact of COVID-19
3.9.4 Third Space Learning Sales, Value, Price, Gross Margin 2016-2021
3.10 DreamBox Learning Market Performance Analysis
3.10.1 DreamBox Learning Basic Information
3.10.2 Product and Service Analysis
3.10.3 Strategies for Company to Deal with the Impact of COVID-19
3.10.4 DreamBox Learning Sales, Value, Price, Gross Margin 2016-2021
3.11 Blackboard Market Performance Analysis
3.11.1 Blackboard Basic Information
3.11.2 Product and Service Analysis
3.11.3 Strategies for Company to Deal with the Impact of COVID-19
3.11.4 Blackboard Sales, Value, Price, Gross Margin 2016-2021
3.12 Google Market Performance Analysis
3.12.1 Google Basic Information
3.12.2 Product and Service Analysis
3.12.3 Strategies for Company to Deal with the Impact of COVID-19
3.12.4 Google Sales, Value, Price, Gross Margin 2016-2021
3.13 Century Market Performance Analysis
3.13.1 Century Basic Information
3.13.2 Product and Service Analysis
3.13.3 Strategies for Company to Deal with the Impact of COVID-19
3.13.4 Century Sales, Value, Price, Gross Margin 2016-2021
3.14 Jenzabar Market Performance Analysis
3.14.1 Jenzabar Basic Information
3.14.2 Product and Service Analysis
3.14.3 Strategies for Company to Deal with the Impact of COVID-19
3.14.4 Jenzabar Sales, Value, Price, Gross Margin 2016-2021
3.15 BridgeU Market Performance Analysis
3.15.1 BridgeU Basic Information
3.15.2 Product and Service Analysis
3.15.3 Strategies for Company to Deal with the Impact of COVID-19
3.15.4 BridgeU Sales, Value, Price, Gross Margin 2016-2021
3.16 Nuance Market Performance Analysis
3.16.1 Nuance Basic Information
3.16.2 Product and Service Analysis
3.16.3 Strategies for Company to Deal with the Impact of COVID-19
3.16.4 Nuance Sales, Value, Price, Gross Margin 2016-2021
3.17 Pearson Market Performance Analysis
3.17.1 Pearson Basic Information
3.17.2 Product and Service Analysis
3.17.3 Strategies for Company to Deal with the Impact of COVID-19
3.17.4 Pearson Sales, Value, Price, Gross Margin 2016-2021
3.18 Querium Market Performance Analysis
3.18.1 Querium Basic Information
3.18.2 Product and Service Analysis
3.18.3 Strategies for Company to Deal with the Impact of COVID-19
3.18.4 Querium Sales, Value, Price, Gross Margin 2016-2021
3.19 Quantum Adaptive Learning Market Performance Analysis
3.19.1 Quantum Adaptive Learning Basic Information
3.19.2 Product and Service Analysis
3.19.3 Strategies for Company to Deal with the Impact of COVID-19
3.19.4 Quantum Adaptive Learning Sales, Value, Price, Gross Margin 2016-2021
3.20 Luilishuo Market Performance Analysis
3.20.1 Luilishuo Basic Information
3.20.2 Product and Service Analysis
3.20.3 Strategies for Company to Deal with the Impact of COVID-19
3.20.4 Luilishuo Sales, Value, Price, Gross Margin 2016-2021
3.21 Jellynote Market Performance Analysis
3.21.1 Jellynote Basic Information
3.21.2 Product and Service Analysis
3.21.3 Strategies for Company to Deal with the Impact of COVID-19
3.21.4 Jellynote Sales, Value, Price, Gross Margin 2016-2021
3.22 IBM Market Performance Analysis
3.22.1 IBM Basic Information
3.22.2 Product and Service Analysis
3.22.3 Strategies for Company to Deal with the Impact of COVID-19
3.22.4 IBM Sales, Value, Price, Gross Margin 2016-2021
3.23 Fishtree Market Performance Analysis
3.23.1 Fishtree Basic Information
3.23.2 Product and Service Analysis
3.23.3 Strategies for Company to Deal with the Impact of COVID-19
3.23.4 Fishtree Sales, Value, Price, Gross Margin 2016-2021
3.24 Metacog Market Performance Analysis
3.24.1 Metacog Basic Information
3.24.2 Product and Service Analysis
3.24.3 Strategies for Company to Deal with the Impact of COVID-19
3.24.4 Metacog Sales, Value, Price, Gross Margin 2016-2021
4 Market Segment by Type, Historical Data and Market Forecasts
4.1 Global AI in Education Production and Value by Type
4.1.1 Global AI in Education Production by Type 2016-2021
4.1.2 Global AI in Education Market Value by Type 2016-2021
4.2 Global AI in Education Market Production, Value and Growth Rate by Type 2016-2021
4.2.1 Machine Learning Market Production, Value and Growth Rate
4.2.2 Natural Language Processing (NLP) Market Production, Value and Growth Rate
4.3 Global AI in Education Production and Value Forecast by Type
4.3.1 Global AI in Education Production Forecast by Type 2021-2026
4.3.2 Global AI in Education Market Value Forecast by Type 2021-2026
4.4 Global AI in Education Market Production, Value and Growth Rate by Type Forecast 2021-2026
4.4.1 Machine Learning Market Production, Value and Growth Rate Forecast
4.4.2 Natural Language Processing (NLP) Market Production, Value and Growth Rate Forecast
5 Market Segment by Application, Historical Data and Market Forecasts
5.1 Global AI in Education Consumption and Value by Application
5.1.1 Global AI in Education Consumption by Application 2016-2021
5.1.2 Global AI in Education Market Value by Application 2016-2021
5.2 Global AI in Education Market Consumption, Value and Growth Rate by Application 2016-2021
5.2.1 Virtual Facilitators and Learning Environments Market Consumption, Value and Growth Rate
5.2.2 Intelligent Tutoring Systems (ITS) Market Consumption, Value and Growth Rate
5.2.3 Content Delivery Systems Market Consumption, Value and Growth Rate
5.2.4 Fraud and Risk Management Market Consumption, Value and Growth Rate
5.2.5 Student-initiated learning Market Consumption, Value and Growth Rate
5.2.6 Others Market Consumption, Value and Growth Rate
5.3 Global AI in Education Consumption and Value Forecast by Application
5.3.1 Global AI in Education Consumption Forecast by Application 2021-2026
5.3.2 Global AI in Education Market Value Forecast by Application 2021-2026
5.4 Global AI in Education Market Consumption, Value and Growth Rate by Application Forecast 2021-2026
5.4.1 Virtual Facilitators and Learning Environments Market Consumption, Value and Growth Rate Forecast
5.4.2 Intelligent Tutoring Systems (ITS) Market Consumption, Value and Growth Rate Forecast
5.4.3 Content Delivery Systems Market Consumption, Value and Growth Rate Forecast
5.4.4 Fraud and Risk Management Market Consumption, Value and Growth Rate Forecast
5.4.5 Student-initiated learning Market Consumption, Value and Growth Rate Forecast
5.4.6 Others Market Consumption, Value and Growth Rate Forecast
6 Global AI in Education by Region, Historical Data and Market Forecasts
6.1 Global AI in Education Sales by Region 2016-2021
6.2 Global AI in Education Market Value by Region 2016-2021
6.3 Global AI in Education Market Sales, Value and Growth Rate by Region 2016-2021
6.3.1 North America
6.3.2 Europe
6.3.3 Asia Pacific
6.3.4 South America
6.3.5 Middle East and Africa
6.4 Global AI in Education Sales Forecast by Region 2021-2026
6.5 Global AI in Education Market Value Forecast by Region 2021-2026
6.6 Global AI in Education Market Sales, Value and Growth Rate Forecast by Region 2021-2026
6.6.1 North America
6.6.2 Europe
6.6.3 Asia Pacific
6.6.4 South America
6.6.5 Middle East and Africa
7 United State Market Size Analysis 2016-2026
7.1 United State AI in Education Value and Market Growth 2016-2021
7.2 United State AI in Education Sales and Market Growth 2016-2021
7.3 United State AI in Education Market Value Forecast 2021-2026
8 Canada Market Size Analysis 2016-2026
8.1 Canada AI in Education Value and Market Growth 2016-2021
8.2 Canada AI in Education Sales and Market Growth 2016-2021
8.3 Canada AI in Education Market Value Forecast 2021-2026
9 Germany Market Size Analysis 2016-2026
9.1 Germany AI in Education Value and Market Growth 2016-2021
9.2 Germany AI in Education Sales and Market Growth 2016-2021
9.3 Germany AI in Education Market Value Forecast 2021-2026
10 UK Market Size Analysis 2016-2026
10.1 UK AI in Education Value and Market Growth 2016-2021
10.2 UK AI in Education Sales and Market Growth 2016-2021
10.3 UK AI in Education Market Value Forecast 2021-2026
11 France Market Size Analysis 2016-2026
11.1 France AI in Education Value and Market Growth 2016-2021
11.2 France AI in Education Sales and Market Growth 2016-2021
11.3 France AI in Education Market Value Forecast 2021-2026
12 Italy Market Size Analysis 2016-2026
12.1 Italy AI in Education Value and Market Growth 2016-2021
12.2 Italy AI in Education Sales and Market Growth 2016-2021
12.3 Italy AI in Education Market Value Forecast 2021-2026
13 Spain Market Size Analysis 2016-2026
13.1 Spain AI in Education Value and Market Growth 2016-2021
13.2 Spain AI in Education Sales and Market Growth 2016-2021
13.3 Spain AI in Education Market Value Forecast 2021-2026
14 Russia Market Size Analysis 2016-2026
14.1 Russia AI in Education Value and Market Growth 2016-2021
14.2 Russia AI in Education Sales and Market Growth 2016-2021
14.3 Russia AI in Education Market Value Forecast 2021-2026
15 China Market Size Analysis 2016-2026
15.1 China AI in Education Value and Market Growth 2016-2021
15.2 China AI in Education Sales and Market Growth 2016-2021
15.3 China AI in Education Market Value Forecast 2021-2026
16 Japan Market Size Analysis 2016-2026
16.1 Japan AI in Education Value and Market Growth 2016-2021
16.2 Japan AI in Education Sales and Market Growth 2016-2021
16.3 Japan AI in Education Market Value Forecast 2021-2026
17 South Korea Market Size Analysis 2016-2026
17.1 South Korea AI in Education Value and Market Growth 2016-2021
17.2 South Korea AI in Education Sales and Market Growth 2016-2021
17.3 South Korea AI in Education Market Value Forecast 2021-2026
18 Australia Market Size Analysis 2016-2026
18.1 Australia AI in Education Value and Market Growth 2016-2021
18.2 Australia AI in Education Sales and Market Growth 2016-2021
18.3 Australia AI in Education Market Value Forecast 2021-2026
19 Thailand Market Size Analysis 2016-2026
19.1 Thailand AI in Education Value and Market Growth 2016-2021
19.2 Thailand AI in Education Sales and Market Growth 2016-2021
19.3 Thailand AI in Education Market Value Forecast 2021-2026
20 Brazil Market Size Analysis 2016-2026
20.1 Brazil AI in Education Value and Market Growth 2016-2021
20.2 Brazil AI in Education Sales and Market Growth 2016-2021
20.3 Brazil AI in Education Market Value Forecast 2021-2026
21 Argentina Market Size Analysis 2016-2026
21.1 Argentina AI in Education Value and Market Growth 2016-2021
21.2 Argentina AI in Education Sales and Market Growth 2016-2021
21.3 Argentina AI in Education Market Value Forecast 2021-2026
22 Chile Market Size Analysis 2016-2026
22.1 Chile AI in Education Value and Market Growth 2016-2021
22.2 Chile AI in Education Sales and Market Growth 2016-2021
22.3 Chile AI in Education Market Value Forecast 2021-2026
23 South Africa Market Size Analysis 2016-2026
23.1 South Africa AI in Education Value and Market Growth 2016-2021
23.2 South Africa AI in Education Sales and Market Growth 2016-2021
23.3 South Africa AI in Education Market Value Forecast 2021-2026
24 Egypt Market Size Analysis 2016-2026
24.1 Egypt AI in Education Value and Market Growth 2016-2021
24.2 Egypt AI in Education Sales and Market Growth 2016-2021
24.3 Egypt AI in Education Market Value Forecast 2021-2026
25 UAE Market Size Analysis 2016-2026
25.1 UAE AI in Education Value and Market Growth 2016-2021
25.2 UAE AI in Education Sales and Market Growth 2016-2021
25.3 UAE AI in Education Market Value Forecast 2021-2026
26 Saudi Arabia Market Size Analysis 2016-2026
26.1 Saudi Arabia AI in Education Value and Market Growth 2016-2021
26.2 Saudi Arabia AI in Education Sales and Market Growth 2016-2021
26.3 Saudi Arabia AI in Education Market Value Forecast 2021-2026
27 Market Dynamic Analysis and Development Suggestions
27.1 Market Drivers
27.2 Market Development Constraints
27.3 PEST Analysis
27.3.1 Political Factors
27.3.2 Economic Factors
27.3.3 Social Factors
27.3.4 Technological Factors
27.4 Industry Trends Under COVID-19
27.4.1 Risk Assessment on COVID-19
27.4.2 Assessment of the Overall Impact of COVID-19 on the Industry
27.4.3 Pre COVID-19 and Post COVID-19 Market Scenario
27.5 Market Entry Strategy Analysis
27.5.1 Market Definition
27.5.2 Client
27.5.3 Distribution Model
27.5.4 Product Messaging and Positioning
27.5.5 Price
27.6 Advice on Entering the Market
List of Tables and Figures
Market Size Comparison Before and After the COVID-19 Outbreak of Major Company
Global AI in Education Market Size in 2020 and 2026
Market Size Comparison Before and After the COVID-19 Outbreak of Major Countries
Figure Global AI in Education Value (M USD) Segment by Type from 2016-2021
Figure Global AI in Education Market (M USD) Share by Types in 2020
Table Different Applications of AI in Education
Figure Global AI in Education Value (M USD) Segment by Applications from 2016-2021
Figure Global AI in Education Market Share by Applications in 2020
Table Market Exchange Rate
Table AWS Basic Information
Table Product and Service Analysis
Table AWS Sales, Value, Price, Gross Margin 2016-2021
Table Cognii Basic Information
Table Product and Service Analysis
Table Cognii Sales, Value, Price, Gross Margin 2016-2021
Table Microsoft Basic Information
Table Product and Service Analysis
Table Microsoft Sales, Value, Price, Gross Margin 2016-2021
Table Aleks Basic Information
Table Product and Service Analysis
Table Aleks Sales, Value, Price, Gross Margin 2016-2021
Table Cognizant Basic Information
Table Product and Service Analysis
Table Cognizant Sales, Value, Price, Gross Margin 2016-2021
Table Elemental Path Basic Information
Table Product and Service Analysis
Table Elemental Path Sales, Value, Price, Gross Margin 2016-2021
Table Carnegie Learning Basic Information
Table Product and Service Analysis
Table Carnegie Learning Sales, Value, Price, Gross Margin 2016-2021
Table Knewton Basic Information
Table Product and Service Analysis
Table Knewton Sales, Value, Price, Gross Margin 2016-2021
Table Third Space Learning Basic Information
Table Product and Service Analysis
Table Third Space Learning Sales, Value, Price, Gross Margin 2016-2021
Table DreamBox Learning Basic Information
Table Product and Service Analysis
Table DreamBox Learning Sales, Value, Price, Gross Margin 2016-2021
Table Blackboard Basic Information
Table Product and Service Analysis
Table Blackboard Sales, Value, Price, Gross Margin 2016-2021
Table Google Basic Information
Table Product and Service Analysis
Table Google Sales, Value, Price, Gross Margin 2016-2021
Table Century Basic Information
Table Product and Service Analysis
Table Century Sales, Value, Price, Gross Margin 2016-2021
Table Jenzabar Basic Information
Table Product and Service Analysis
Table Jenzabar Sales, Value, Price, Gross Margin 2016-2021
Table BridgeU Basic Information
Table Product and Service Analysis
Table BridgeU Sales, Value, Price, Gross Margin 2016-2021
Table Nuance Basic Information
Table Product and Service Analysis
Table Nuance Sales, Value, Price, Gross Margin 2016-2021
Table Pearson Basic Information
Table Product and Service Analysis
Table Pearson Sales, Value, Price, Gross Margin 2016-2021
Table Querium Basic Information
Table Product and Service Analysis
Table Querium Sales, Value, Price, Gross Margin 2016-2021
Table Quantum Adaptive Learning Basic Information
Table Product and Service Analysis
Table Quantum Adaptive Learning Sales, Value, Price, Gross Margin 2016-2021
Table Luilishuo Basic Information
Table Product and Service Analysis
Table Luilishuo Sales, Value, Price, Gross Margin 2016-2021
Table Jellynote Basic Information
Table Product and Service Analysis
Table Jellynote Sales, Value, Price, Gross Margin 2016-2021
Table IBM Basic Information
Table Product and Service Analysis
Table IBM Sales, Value, Price, Gross Margin 2016-2021
Table Fishtree Basic Information
Table Product and Service Analysis
Table Fishtree Sales, Value, Price, Gross Margin 2016-2021
Table Metacog Basic Information
Table Product and Service Analysis
Table Metacog Sales, Value, Price, Gross Margin 2016-2021
Table Global AI in Education Consumption by Type 2016-2021
Table Global AI in Education Consumption Share by Type 2016-2021
Table Global AI in Education Market Value (M USD) by Type 2016-2021
Table Global AI in Education Market Value Share by Type 2016-2021
Figure Global AI in Education Market Production and Growth Rate of Machine Learning 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Machine Learning 2016-2021
Figure Global AI in Education Market Production and Growth Rate of Natural Language Processing (NLP) 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Natural Language Processing (NLP) 2016-2021
Table Global AI in Education Consumption Forecast by Type 2021-2026
Table Global AI in Education Consumption Share Forecast by Type 2021-2026
Table Global AI in Education Market Value (M USD) Forecast by Type 2021-2026
Table Global AI in Education Market Value Share Forecast by Type 2021-2026
Figure Global AI in Education Market Production and Growth Rate of Machine Learning Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Machine Learning Forecast 2021-2026
Figure Global AI in Education Market Production and Growth Rate of Natural Language Processing (NLP) Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Natural Language Processing (NLP) Forecast 2021-2026
Table Global AI in Education Consumption by Application 2016-2021
Table Global AI in Education Consumption Share by Application 2016-2021
Table Global AI in Education Market Value (M USD) by Application 2016-2021
Table Global AI in Education Market Value Share by Application 2016-2021
Figure Global AI in Education Market Consumption and Growth Rate of Virtual Facilitators and Learning Environments 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Virtual Facilitators and Learning Environments 2016-2021Figure Global AI in Education Market Consumption and Growth Rate of Intelligent Tutoring Systems (ITS) 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Intelligent Tutoring Systems (ITS) 2016-2021Figure Global AI in Education Market Consumption and Growth Rate of Content Delivery Systems 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Content Delivery Systems 2016-2021Figure Global AI in Education Market Consumption and Growth Rate of Fraud and Risk Management 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Fraud and Risk Management 2016-2021Figure Global AI in Education Market Consumption and Growth Rate of Student-initiated learning 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Student-initiated learning 2016-2021Figure Global AI in Education Market Consumption and Growth Rate of Others 2016-2021
Figure Global AI in Education Market Value and Growth Rate of Others 2016-2021Table Global AI in Education Consumption Forecast by Application 2021-2026
Table Global AI in Education Consumption Share Forecast by Application 2021-2026
Table Global AI in Education Market Value (M USD) Forecast by Application 2021-2026
Table Global AI in Education Market Value Share Forecast by Application 2021-2026
Figure Global AI in Education Market Consumption and Growth Rate of Virtual Facilitators and Learning Environments Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Virtual Facilitators and Learning Environments Forecast 2021-2026
Figure Global AI in Education Market Consumption and Growth Rate of Intelligent Tutoring Systems (ITS) Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Intelligent Tutoring Systems (ITS) Forecast 2021-2026
Figure Global AI in Education Market Consumption and Growth Rate of Content Delivery Systems Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Content Delivery Systems Forecast 2021-2026
Figure Global AI in Education Market Consumption and Growth Rate of Fraud and Risk Management Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Fraud and Risk Management Forecast 2021-2026
Figure Global AI in Education Market Consumption and Growth Rate of Student-initiated learning Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Student-initiated learning Forecast 2021-2026
Figure Global AI in Education Market Consumption and Growth Rate of Others Forecast 2021-2026
Figure Global AI in Education Market Value and Growth Rate of Others Forecast 2021-2026
Table Global AI in Education Sales by Region 2016-2021
Table Global AI in Education Sales Share by Region 2016-2021
Table Global AI in Education Market Value (M USD) by Region 2016-2021
Table Global AI in Education Market Value Share by Region 2016-2021
Figure North America AI in Education Sales and Growth Rate 2016-2021
Figure North America AI in Education Market Value (M USD) and Growth Rate 2016-2021
Figure Europe AI in Education Sales and Growth Rate 2016-2021
Figure Europe AI in Education Market Value (M USD) and Growth Rate 2016-2021
Figure Asia Pacific AI in Education Sales and Growth Rate 2016-2021
Figure Asia Pacific AI in Education Market Value (M USD) and Growth Rate 2016-2021
Figure South America AI in Education Sales and Growth Rate 2016-2021
Figure South America AI in Education Market Value (M USD) and Growth Rate 2016-2021
Figure Middle East and Africa AI in Education Sales and Growth Rate 2016-2021
Figure Middle East and Africa AI in Education Market Value (M USD) and Growth Rate 2016-2021
Table Global AI in Education Sales Forecast by Region 2021-2026
Table Global AI in Education Sales Share Forecast by Region 2021-2026
Table Global AI in Education Market Value (M USD) Forecast by Region 2021-2026
Table Global AI in Education Market Value Share Forecast by Region 2021-2026
Figure North America AI in Education Sales and Growth Rate Forecast 2021-2026
Figure North America AI in Education Market Value (M USD) and Growth Rate Forecast 2021-2026
Figure Europe AI in Education Sales and Growth Rate Forecast 2021-2026
Figure Europe AI in Education Market Value (M USD) and Growth Rate Forecast 2021-2026
Figure Asia Pacific AI in Education Sales and Growth Rate Forecast 2021-2026
Figure Asia Pacific AI in Education Market Value (M USD) and Growth Rate Forecast 2021-2026
Figure South America AI in Education Sales and Growth Rate Forecast 2021-2026
Figure South America AI in Education Market Value (M USD) and Growth Rate Forecast 2021-2026
Figure Middle East and Africa AI in Education Sales and Growth Rate Forecast 2021-2026
Figure Middle East and Africa AI in Education Market Value (M USD) and Growth Rate Forecast 2021-2026
Figure United State AI in Education Value (M USD) and Market Growth 2016-2021
Figure United State AI in Education Sales and Market Growth 2016-2021
Figure United State AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Canada AI in Education Value (M USD) and Market Growth 2016-2021
Figure Canada AI in Education Sales and Market Growth 2016-2021
Figure Canada AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Germany AI in Education Value (M USD) and Market Growth 2016-2021
Figure Germany AI in Education Sales and Market Growth 2016-2021
Figure Germany AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure UK AI in Education Value (M USD) and Market Growth 2016-2021
Figure UK AI in Education Sales and Market Growth 2016-2021
Figure UK AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure France AI in Education Value (M USD) and Market Growth 2016-2021
Figure France AI in Education Sales and Market Growth 2016-2021
Figure France AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Italy AI in Education Value (M USD) and Market Growth 2016-2021
Figure Italy AI in Education Sales and Market Growth 2016-2021
Figure Italy AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Spain AI in Education Value (M USD) and Market Growth 2016-2021
Figure Spain AI in Education Sales and Market Growth 2016-2021
Figure Spain AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Russia AI in Education Value (M USD) and Market Growth 2016-2021
Figure Russia AI in Education Sales and Market Growth 2016-2021
Figure Russia AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure China AI in Education Value (M USD) and Market Growth 2016-2021
Figure China AI in Education Sales and Market Growth 2016-2021
Figure China AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Japan AI in Education Value (M USD) and Market Growth 2016-2021
Figure Japan AI in Education Sales and Market Growth 2016-2021
Figure Japan AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure South Korea AI in Education Value (M USD) and Market Growth 2016-2021
Figure South Korea AI in Education Sales and Market Growth 2016-2021
Figure South Korea AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Australia AI in Education Value (M USD) and Market Growth 2016-2021
Figure Australia AI in Education Sales and Market Growth 2016-2021
Figure Australia AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Thailand AI in Education Value (M USD) and Market Growth 2016-2021
Figure Thailand AI in Education Sales and Market Growth 2016-2021
Figure Thailand AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Brazil AI in Education Value (M USD) and Market Growth 2016-2021
Figure Brazil AI in Education Sales and Market Growth 2016-2021
Figure Brazil AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Argentina AI in Education Value (M USD) and Market Growth 2016-2021
Figure Argentina AI in Education Sales and Market Growth 2016-2021
Figure Argentina AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Chile AI in Education Value (M USD) and Market Growth 2016-2021
Figure Chile AI in Education Sales and Market Growth 2016-2021
Figure Chile AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure South Africa AI in Education Value (M USD) and Market Growth 2016-2021
Figure South Africa AI in Education Sales and Market Growth 2016-2021
Figure South Africa AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Egypt AI in Education Value (M USD) and Market Growth 2016-2021
Figure Egypt AI in Education Sales and Market Growth 2016-2021
Figure Egypt AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure UAE AI in Education Value (M USD) and Market Growth 2016-2021
Figure UAE AI in Education Sales and Market Growth 2016-2021
Figure UAE AI in Education Market Value and Growth Rate Forecast 2021-2026
Figure Saudi Arabia AI in Education Value (M USD) and Market Growth 2016-2021
Figure Saudi Arabia AI in Education Sales and Market Growth 2016-2021
Figure Saudi Arabia AI in Education Market Value and Growth Rate Forecast 2021-2026
Table Market Drivers
Table Market Development Constraints
Table PEST Analysis
Methodology/Research Approach
This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.Research Programs/Design
| Historical Data (2015-2019) |
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Market Size Estimation
Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).
The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.
Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.
All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report
The following figure shows an illustrative representation of the overall market size estimation process used for this study.
Market Breakdown and Data Triangulation
After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.
Data Source
Secondary Sources
Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.
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Primary Sources
In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.
The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.
Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.
Key Executives Interviewed
Key Data Information from Primary Sources
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