Artificial intelligence (AI) in education refers to the use of artificial intelligence technology to solve difficulties in education and improve efficiency

This report elaborates the market size, market characteristics, and market growth of the Artificial Intelligence (AI) in Education industry, and breaks down according to the type, application, and consumption area of Artificial Intelligence (AI) in Education. The report also conducted a PESTEL analysis of the industry to study the main influencing factors and entry barriers of the industry.

In Chapter 3.4 of the report, the impact of the COVID-19 outbreak on the industry was fully assessed. Fully risk assessment and industry recommendations were made for Artificial Intelligence (AI) in Education in a special period. This chapter also compares the markets of Pre COVID-19 and Post COVID-19.

In addition, chapters 8-12 consider the impact of COVID-19 on the regional economy.

Key players in the global Artificial Intelligence (AI) in Education market covered in Chapter 13:

Querium Corporation

Cognizant

Bridge-U

Pearson

Metacog

Fishtree

DreamBox Learning

Blackboard

Liulishuo

Carnegie Learning

IBM

Osmo

Nuance Communications

Knewton

Microsoft

Cognii

Third Space Learning

Jenzabar

Quantum Adaptive Learning

Jellynote

Elemental Path

AWS

Google

Century-Tech

ALEKS

In Chapter 6, on the basis of types, the Artificial Intelligence (AI) in Education market from 2015 to 2025 is primarily split into:

Machine Learning

Deep Learning

Natural Learning Process (NLP)

In Chapter 7, on the basis of applications, the Artificial Intelligence (AI) in Education market from 2015 to 2025 covers:

Higher Education

K-12 Education

Corporate Learning

Geographically, the detailed analysis of production, trade of the following countries is covered in Chapter 4.2, 5:

United States

Europe

China

Japan

India

Geographically, the detailed analysis of consumption, revenue, market share and growth rate of the following regions are covered in Chapter 8, 9, 10, 11, 12:

North America (Covered in Chapter 8)

United States

Canada

Mexico

Europe (Covered in Chapter 9)

Germany

UK

France

Italy

Spain

Others

Asia-Pacific (Covered in Chapter 10)

China

Japan

India

South Korea

Southeast Asia

Others

Middle East and Africa (Covered in Chapter 11)

Saudi Arabia

UAE

South Africa

Others

South America (Covered in Chapter 12)

Brazil

Others

Years considered for this report:

Historical Years: 2015-2019

Base Year: 2019

Estimated Year: 2020

Forecast Period: 2020-2025

Table of Content

1 Artificial Intelligence (AI) in Education Market - Research Scope

1.1 Study Goals

1.2 Market Definition and Scope

1.3 Key Market Segments

1.4 Study and Forecasting Years

2 Artificial Intelligence (AI) in Education Market - Research Methodology

2.1 Methodology

2.2 Research Data Source

2.2.1 Secondary Data

2.2.2 Primary Data

2.2.3 Market Size Estimation

2.2.4 Legal Disclaimer

3 Artificial Intelligence (AI) in Education Market Forces

3.1 Global Artificial Intelligence (AI) in Education Market Size

3.2 Top Impacting Factors (PESTEL Analysis)

3.2.1 Political Factors

3.2.2 Economic Factors

3.2.3 Social Factors

3.2.4 Technological Factors

3.2.5 Environmental Factors

3.2.6 Legal Factors

3.3 Industry Trend Analysis

3.4 Industry Trends Under COVID-19

3.4.1 Risk Assessment on COVID-19

3.4.2 Assessment of the Overall Impact of COVID-19 on the Industry

3.4.3 Pre COVID-19 and Post COVID-19 Market Scenario

3.5 Industry Risk Assessment

4 Artificial Intelligence (AI) in Education Market - By Geography

4.1 Global Artificial Intelligence (AI) in Education Market Value and Market Share by Regions

4.1.1 Global Artificial Intelligence (AI) in Education Value ($) by Region (2015-2020)

4.1.2 Global Artificial Intelligence (AI) in Education Value Market Share by Regions (2015-2020)

4.2 Global Artificial Intelligence (AI) in Education Market Production and Market Share by Major Countries

4.2.1 Global Artificial Intelligence (AI) in Education Production by Major Countries (2015-2020)

4.2.2 Global Artificial Intelligence (AI) in Education Production Market Share by Major Countries (2015-2020)

4.3 Global Artificial Intelligence (AI) in Education Market Consumption and Market Share by Regions

4.3.1 Global Artificial Intelligence (AI) in Education Consumption by Regions (2015-2020)

4.3.2 Global Artificial Intelligence (AI) in Education Consumption Market Share by Regions (2015-2020)

5 Artificial Intelligence (AI) in Education Market - By Trade Statistics

5.1 Global Artificial Intelligence (AI) in Education Export and Import

5.2 United States Artificial Intelligence (AI) in Education Export and Import (2015-2020)

5.3 Europe Artificial Intelligence (AI) in Education Export and Import (2015-2020)

5.4 China Artificial Intelligence (AI) in Education Export and Import (2015-2020)

5.5 Japan Artificial Intelligence (AI) in Education Export and Import (2015-2020)

5.6 India Artificial Intelligence (AI) in Education Export and Import (2015-2020)

5.7

6 Artificial Intelligence (AI) in Education Market - By Type

6.1 Global Artificial Intelligence (AI) in Education Production and Market Share by Types (2015-2020)

6.1.1 Global Artificial Intelligence (AI) in Education Production by Types (2015-2020)

6.1.2 Global Artificial Intelligence (AI) in Education Production Market Share by Types (2015-2020)

6.2 Global Artificial Intelligence (AI) in Education Value and Market Share by Types (2015-2020)

6.2.1 Global Artificial Intelligence (AI) in Education Value by Types (2015-2020)

6.2.2 Global Artificial Intelligence (AI) in Education Value Market Share by Types (2015-2020)

6.3 Global Artificial Intelligence (AI) in Education Production, Price and Growth Rate of Machine Learning (2015-2020)

6.4 Global Artificial Intelligence (AI) in Education Production, Price and Growth Rate of Deep Learning (2015-2020)

6.5 Global Artificial Intelligence (AI) in Education Production, Price and Growth Rate of Natural Learning Process (NLP) (2015-2020)

7 Artificial Intelligence (AI) in Education Market - By Application

7.1 Global Artificial Intelligence (AI) in Education Consumption and Market Share by Applications (2015-2020)

7.1.1 Global Artificial Intelligence (AI) in Education Consumption by Applications (2015-2020)

7.1.2 Global Artificial Intelligence (AI) in Education Consumption Market Share by Applications (2015-2020)

7.2 Global Artificial Intelligence (AI) in Education Consumption and Growth Rate of Higher Education (2015-2020)

7.3 Global Artificial Intelligence (AI) in Education Consumption and Growth Rate of K-12 Education (2015-2020)

7.4 Global Artificial Intelligence (AI) in Education Consumption and Growth Rate of Corporate Learning (2015-2020)

8 North America Artificial Intelligence (AI) in Education Market

8.1 North America Artificial Intelligence (AI) in Education Market Size

8.2 United States Artificial Intelligence (AI) in Education Market Size

8.3 Canada Artificial Intelligence (AI) in Education Market Size

8.4 Mexico Artificial Intelligence (AI) in Education Market Size

8.5 The Influence of COVID-19 on North America Market

9 Europe Artificial Intelligence (AI) in Education Market Analysis

9.1 Europe Artificial Intelligence (AI) in Education Market Size

9.2 Germany Artificial Intelligence (AI) in Education Market Size

9.3 United Kingdom Artificial Intelligence (AI) in Education Market Size

9.4 France Artificial Intelligence (AI) in Education Market Size

9.5 Italy Artificial Intelligence (AI) in Education Market Size

9.6 Spain Artificial Intelligence (AI) in Education Market Size

9.7 The Influence of COVID-19 on Europe Market

10 Asia-Pacific Artificial Intelligence (AI) in Education Market Analysis

10.1 Asia-Pacific Artificial Intelligence (AI) in Education Market Size

10.2 China Artificial Intelligence (AI) in Education Market Size

10.3 Japan Artificial Intelligence (AI) in Education Market Size

10.4 South Korea Artificial Intelligence (AI) in Education Market Size

10.5 Southeast Asia Artificial Intelligence (AI) in Education Market Size

10.6 India Artificial Intelligence (AI) in Education Market Size

10.7 The Influence of COVID-19 on Asia Pacific Market

11 Middle East and Africa Artificial Intelligence (AI) in Education Market Analysis

11.1 Middle East and Africa Artificial Intelligence (AI) in Education Market Size

11.2 Saudi Arabia Artificial Intelligence (AI) in Education Market Size

11.3 UAE Artificial Intelligence (AI) in Education Market Size

11.4 South Africa Artificial Intelligence (AI) in Education Market Size

11.5 The Influence of COVID-19 on Middle East and Africa Market

12 South America Artificial Intelligence (AI) in Education Market Analysis

12.1 South America Artificial Intelligence (AI) in Education Market Size

12.2 Brazil Artificial Intelligence (AI) in Education Market Size

12.3 The Influence of COVID-19 on South America Market

13 Company Profiles

13.1 Querium Corporation

13.1.1 Querium Corporation Basic Information

13.1.2 Querium Corporation Product Profiles, Application and Specification

13.1.3 Querium Corporation Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.2 Cognizant

13.2.1 Cognizant Basic Information

13.2.2 Cognizant Product Profiles, Application and Specification

13.2.3 Cognizant Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.3 Bridge-U

13.3.1 Bridge-U Basic Information

13.3.2 Bridge-U Product Profiles, Application and Specification

13.3.3 Bridge-U Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.4 Pearson

13.4.1 Pearson Basic Information

13.4.2 Pearson Product Profiles, Application and Specification

13.4.3 Pearson Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.5 Metacog

13.5.1 Metacog Basic Information

13.5.2 Metacog Product Profiles, Application and Specification

13.5.3 Metacog Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.6 Fishtree

13.6.1 Fishtree Basic Information

13.6.2 Fishtree Product Profiles, Application and Specification

13.6.3 Fishtree Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.7 DreamBox Learning

13.7.1 DreamBox Learning Basic Information

13.7.2 DreamBox Learning Product Profiles, Application and Specification

13.7.3 DreamBox Learning Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.8 Blackboard

13.8.1 Blackboard Basic Information

13.8.2 Blackboard Product Profiles, Application and Specification

13.8.3 Blackboard Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.9 Liulishuo

13.9.1 Liulishuo Basic Information

13.9.2 Liulishuo Product Profiles, Application and Specification

13.9.3 Liulishuo Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.10 Carnegie Learning

13.10.1 Carnegie Learning Basic Information

13.10.2 Carnegie Learning Product Profiles, Application and Specification

13.10.3 Carnegie Learning Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.11 IBM

13.11.1 IBM Basic Information

13.11.2 IBM Product Profiles, Application and Specification

13.11.3 IBM Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.12 Osmo

13.12.1 Osmo Basic Information

13.12.2 Osmo Product Profiles, Application and Specification

13.12.3 Osmo Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.13 Nuance Communications

13.13.1 Nuance Communications Basic Information

13.13.2 Nuance Communications Product Profiles, Application and Specification

13.13.3 Nuance Communications Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.14 Knewton

13.14.1 Knewton Basic Information

13.14.2 Knewton Product Profiles, Application and Specification

13.14.3 Knewton Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.15 Microsoft

13.15.1 Microsoft Basic Information

13.15.2 Microsoft Product Profiles, Application and Specification

13.15.3 Microsoft Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.16 Cognii

13.16.1 Cognii Basic Information

13.16.2 Cognii Product Profiles, Application and Specification

13.16.3 Cognii Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.17 Third Space Learning

13.17.1 Third Space Learning Basic Information

13.17.2 Third Space Learning Product Profiles, Application and Specification

13.17.3 Third Space Learning Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.18 Jenzabar

13.18.1 Jenzabar Basic Information

13.18.2 Jenzabar Product Profiles, Application and Specification

13.18.3 Jenzabar Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.19 Quantum Adaptive Learning

13.19.1 Quantum Adaptive Learning Basic Information

13.19.2 Quantum Adaptive Learning Product Profiles, Application and Specification

13.19.3 Quantum Adaptive Learning Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.20 Jellynote

13.20.1 Jellynote Basic Information

13.20.2 Jellynote Product Profiles, Application and Specification

13.20.3 Jellynote Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.21 Elemental Path

13.21.1 Elemental Path Basic Information

13.21.2 Elemental Path Product Profiles, Application and Specification

13.21.3 Elemental Path Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.22 AWS

13.22.1 AWS Basic Information

13.22.2 AWS Product Profiles, Application and Specification

13.22.3 AWS Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.23 Google

13.23.1 Google Basic Information

13.23.2 Google Product Profiles, Application and Specification

13.23.3 Google Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.24 Century-Tech

13.24.1 Century-Tech Basic Information

13.24.2 Century-Tech Product Profiles, Application and Specification

13.24.3 Century-Tech Artificial Intelligence (AI) in Education Market Performance (2015-2020)

13.25 ALEKS

13.25.1 ALEKS Basic Information

13.25.2 ALEKS Product Profiles, Application and Specification

13.25.3 ALEKS Artificial Intelligence (AI) in Education Market Performance (2015-2020)

14 Market Forecast - By Regions

14.1 North America Artificial Intelligence (AI) in Education Market Forecast (2020-2025)

14.2 Europe Artificial Intelligence (AI) in Education Market Forecast (2020-2025)

14.3 Asia-Pacific Artificial Intelligence (AI) in Education Market Forecast (2020-2025)

14.4 Middle East and Africa Artificial Intelligence (AI) in Education Market Forecast (2020-2025)

14.5 South America Artificial Intelligence (AI) in Education Market Forecast (2020-2025)

15 Market Forecast - By Type and Applications

15.1 Global Artificial Intelligence (AI) in Education Market Forecast by Types (2020-2025)

15.1.1 Global Artificial Intelligence (AI) in Education Market Forecast Production and Market Share by Types (2020-2025)

15.1.2 Global Artificial Intelligence (AI) in Education Market Forecast Value and Market Share by Types (2020-2025)

15.2 Global Artificial Intelligence (AI) in Education Market Forecast by Applications (2020-2025)

List of Tables and Figures

Figure Artificial Intelligence (AI) in Education Picture

Table Artificial Intelligence (AI) in Education Key Market Segments

Figure Study and Forecasting Years

Figure Global Artificial Intelligence (AI) in Education Market Size and Growth Rate 2015-2025

Figure Industry PESTEL Analysis

Figure Global COVID-19 Status

Figure Market Size Forecast Comparison of Pre COVID-19 and Post COVID-19

Figure Global Artificial Intelligence (AI) in Education Value ($) and Growth Rate (2015-2020)

Table Global Artificial Intelligence (AI) in Education Value ($) by Countries (2015-2020)

Table Global Artificial Intelligence (AI) in Education Value Market Share by Regions (2015-2020)

Figure Global Artificial Intelligence (AI) in Education Value Market Share by Regions in 2019

Figure Global Artificial Intelligence (AI) in Education Production and Growth Rate (2015-2020)

Table Global Artificial Intelligence (AI) in Education Production by Major Countries (2015-2020)

Table Global Artificial Intelligence (AI) in Education Production Market Share by Major Countries (2015-2020)

Figure Global Artificial Intelligence (AI) in Education Production Market Share by Regions in 2019

Figure Global Artificial Intelligence (AI) in Education Consumption and Growth Rate (2015-2020)

Table Global Artificial Intelligence (AI) in Education Consumption by Regions (2015-2020)

Table Global Artificial Intelligence (AI) in Education Consumption Market Share by Regions (2015-2020)

Figure Global Artificial Intelligence (AI) in Education Consumption Market Share by Regions in 2019

Table Global Artificial Intelligence (AI) in Education Export Top 3 Country 2019

Table Global Artificial Intelligence (AI) in Education Import Top 3 Country 2019

Table United States Artificial Intelligence (AI) in Education Export and Import (2015-2020)

Table Europe Artificial Intelligence (AI) in Education Export and Import (2015-2020)

Table China Artificial Intelligence (AI) in Education Export and Import (2015-2020)

Table Japan Artificial Intelligence (AI) in Education Export and Import (2015-2020)

Table India Artificial Intelligence (AI) in Education Export and Import (2015-2020)

Table Global Artificial Intelligence (AI) in Education Production by Types (2015-2020)

Table Global Artificial Intelligence (AI) in Education Production Market Share by Types (2015-2020)

Figure Global Artificial Intelligence (AI) in Education Production Share by Type (2015-2020)

Table Global Artificial Intelligence (AI) in Education Value by Types (2015-2020)

Table Global Artificial Intelligence (AI) in Education Value Market Share by Types (2015-2020)

Figure Global Artificial Intelligence (AI) in Education Value Share by Type (2015-2020)

Figure Global Machine Learning Production and Growth Rate (2015-2020)

Figure Global Machine Learning Price (2015-2020)

Figure Global Deep Learning Production and Growth Rate (2015-2020)

Figure Global Deep Learning Price (2015-2020)

Figure Global Natural Learning Process (NLP) Production and Growth Rate (2015-2020)

Figure Global Natural Learning Process (NLP) Price (2015-2020)

Table Global Artificial Intelligence (AI) in Education Consumption by Applications (2015-2020)

Table Global Artificial Intelligence (AI) in Education Consumption Market Share by Applications (2015-2020)

Figure Global Artificial Intelligence (AI) in Education Consumption Share by Application (2015-2020)

Figure Global Higher Education Consumption and Growth Rate (2015-2020)

Figure Global K-12 Education Consumption and Growth Rate (2015-2020)

Figure Global Corporate Learning Consumption and Growth Rate (2015-2020)

Figure North America Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Table North America Artificial Intelligence (AI) in Education Consumption by Countries (2015-2020)

Table North America Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure North America Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure United States Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Canada Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Mexico Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure North America COVID-19 Status

Figure Europe Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Table Europe Artificial Intelligence (AI) in Education Consumption by Countries (2015-2020)

Table Europe Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure Europe Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure Germany Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure United Kingdom Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure France Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Italy Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Spain Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Europe COVID-19 Status

Figure Asia-Pacific Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Table Asia-Pacific Artificial Intelligence (AI) in Education Consumption by Countries (2015-2020)

Table Asia-Pacific Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure Asia-Pacific Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure China Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Japan Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure South Korea Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Southeast Asia Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure India Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure Asia Pacific COVID-19 Status

Figure Middle East and Africa Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Table Middle East and Africa Artificial Intelligence (AI) in Education Consumption by Countries (2015-2020)

Table Middle East and Africa Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure Middle East and Africa Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure Saudi Arabia Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure UAE Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure South Africa Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Figure South America Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Table South America Artificial Intelligence (AI) in Education Consumption by Countries (2015-2020)

Table South America Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure South America Artificial Intelligence (AI) in Education Consumption Market Share by Countries (2015-2020)

Figure Brazil Artificial Intelligence (AI) in Education Market Consumption and Growth Rate (2015-2020)

Table Querium Corporation Company Profile

Table Querium Corporation Production, Value, Price, Gross Margin 2015-2020

Figure Querium Corporation Production and Growth Rate

Figure Querium Corporation Value ($) Market Share 2015-2020

Table Cognizant Company Profile

Table Cognizant Production, Value, Price, Gross Margin 2015-2020

Figure Cognizant Production and Growth Rate

Figure Cognizant Value ($) Market Share 2015-2020

Table Bridge-U Company Profile

Table Bridge-U Production, Value, Price, Gross Margin 2015-2020

Figure Bridge-U Production and Growth Rate

Figure Bridge-U Value ($) Market Share 2015-2020

Table Pearson Company Profile

Table Pearson Production, Value, Price, Gross Margin 2015-2020

Figure Pearson Production and Growth Rate

Figure Pearson Value ($) Market Share 2015-2020

Table Metacog Company Profile

Table Metacog Production, Value, Price, Gross Margin 2015-2020

Figure Metacog Production and Growth Rate

Figure Metacog Value ($) Market Share 2015-2020

Table Fishtree Company Profile

Table Fishtree Production, Value, Price, Gross Margin 2015-2020

Figure Fishtree Production and Growth Rate

Figure Fishtree Value ($) Market Share 2015-2020

Table DreamBox Learning Company Profile

Table DreamBox Learning Production, Value, Price, Gross Margin 2015-2020

Figure DreamBox Learning Production and Growth Rate

Figure DreamBox Learning Value ($) Market Share 2015-2020

Table Blackboard Company Profile

Table Blackboard Production, Value, Price, Gross Margin 2015-2020

Figure Blackboard Production and Growth Rate

Figure Blackboard Value ($) Market Share 2015-2020

Table Liulishuo Company Profile

Table Liulishuo Production, Value, Price, Gross Margin 2015-2020

Figure Liulishuo Production and Growth Rate

Figure Liulishuo Value ($) Market Share 2015-2020

Table Carnegie Learning Company Profile

Table Carnegie Learning Production, Value, Price, Gross Margin 2015-2020

Figure Carnegie Learning Production and Growth Rate

Figure Carnegie Learning Value ($) Market Share 2015-2020

Table IBM Company Profile

Table IBM Production, Value, Price, Gross Margin 2015-2020

Figure IBM Production and Growth Rate

Figure IBM Value ($) Market Share 2015-2020

Table Osmo Company Profile

Table Osmo Production, Value, Price, Gross Margin 2015-2020

Figure Osmo Production and Growth Rate

Figure Osmo Value ($) Market Share 2015-2020

Table Nuance Communications Company Profile

Table Nuance Communications Production, Value, Price, Gross Margin 2015-2020

Figure Nuance Communications Production and Growth Rate

Figure Nuance Communications Value ($) Market Share 2015-2020

Table Knewton Company Profile

Table Knewton Production, Value, Price, Gross Margin 2015-2020

Figure Knewton Production and Growth Rate

Figure Knewton Value ($) Market Share 2015-2020

Table Microsoft Company Profile

Table Microsoft Production, Value, Price, Gross Margin 2015-2020

Figure Microsoft Production and Growth Rate

Figure Microsoft Value ($) Market Share 2015-2020

Table Cognii Company Profile

Table Cognii Production, Value, Price, Gross Margin 2015-2020

Figure Cognii Production and Growth Rate

Figure Cognii Value ($) Market Share 2015-2020

Table Third Space Learning Company Profile

Table Third Space Learning Production, Value, Price, Gross Margin 2015-2020

Figure Third Space Learning Production and Growth Rate

Figure Third Space Learning Value ($) Market Share 2015-2020

Table Jenzabar Company Profile

Table Jenzabar Production, Value, Price, Gross Margin 2015-2020

Figure Jenzabar Production and Growth Rate

Figure Jenzabar Value ($) Market Share 2015-2020

Table Quantum Adaptive Learning Company Profile

Table Quantum Adaptive Learning Production, Value, Price, Gross Margin 2015-2020

Figure Quantum Adaptive Learning Production and Growth Rate

Figure Quantum Adaptive Learning Value ($) Market Share 2015-2020

Table Jellynote Company Profile

Table Jellynote Production, Value, Price, Gross Margin 2015-2020

Figure Jellynote Production and Growth Rate

Figure Jellynote Value ($) Market Share 2015-2020

Table Elemental Path Company Profile

Table Elemental Path Production, Value, Price, Gross Margin 2015-2020

Figure Elemental Path Production and Growth Rate

Figure Elemental Path Value ($) Market Share 2015-2020

Table AWS Company Profile

Table AWS Production, Value, Price, Gross Margin 2015-2020

Figure AWS Production and Growth Rate

Figure AWS Value ($) Market Share 2015-2020

Table Google Company Profile

Table Google Production, Value, Price, Gross Margin 2015-2020

Figure Google Production and Growth Rate

Figure Google Value ($) Market Share 2015-2020

Table Century-Tech Company Profile

Table Century-Tech Production, Value, Price, Gross Margin 2015-2020

Figure Century-Tech Production and Growth Rate

Figure Century-Tech Value ($) Market Share 2015-2020

Table ALEKS Company Profile

Table ALEKS Production, Value, Price, Gross Margin 2015-2020

Figure ALEKS Production and Growth Rate

Figure ALEKS Value ($) Market Share 2015-2020

Figure North America Market Consumption and Growth Rate Forecast (2020-2025)

Figure Europe Market Consumption and Growth Rate Forecast (2020-2025)

Figure Asia-Pacific Market Consumption and Growth Rate Forecast (2020-2025)

Figure Middle East and Africa Market Consumption and Growth Rate Forecast (2020-2025)

Figure South America Market Consumption and Growth Rate Forecast (2020-2025)

Table Global Artificial Intelligence (AI) in Education Market Forecast Production by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Education Market Forecast Production Share by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Education Market Forecast Value ($) by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Education Market Forecast Value Share by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Education Market Forecast Consumption by Applications (2020-2025)

Table Global Artificial Intelligence (AI) in Education Market Forecast Consumption Share by Applications (2020-2025)

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)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

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.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

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

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)