NLP in Education Market size was valued at USD 0.11 Bn. in 2022 and the total NLP in Education revenue is expected to grow by 12.1 % from 2023 to 2029, reaching nearly USD 0.24 Bn.NLP in Education Market Overview:
Natural Language Processing(NLP) is the sub-field of Artificial Intelligence(AI) that gives the ability to understand text and spoken words in the same way as human beings do. AI resolutions are broadly used, as humans become more aware of the advantages. NLP is the subset of (AI) that is used for processing and mining unstructured data. It is in the form of text, video materials, voice, and sentences. NLP in Education Market helps to quickly recognize those who have difficulty in reading comprehension and provides automated and instant feedback. It is an effective approach for authors, teachers, students, and educators for providing support for writing, analysis, and assessment procedures. NLP in education, solutions are provided by key players like IBM, Microsoft, AWS, and Google including text classification, text summarization, speech recognition, and sentiment analysis. Manufacturers provide exclusive NLP in education Application Program Interfaces (APIs) or software solutions with personalized capabilities in response consumer expectations.To Know About The Research Methodology :- Request Free Sample Report
NLP in Education Market Drivers
Advancements in NLP increase the demand Natural Language Processing (NLP) has witnessed substantial advancements in recent years and has found several applications in the education sector. The education division is now one, that NLP is helping the most. By analyzing and understanding student’s natural language interactions. NLP systems provide feedback, personalized recommendations, and learning materials according to specific requirements. It helps students to learn, practice language skills, and track progress effectively. NLP algorithms automate the process for certain types of essays, and programming code. It offers detailed feedback to students for improving the weak areas Sentiment analysis helps to measure student sentiments, emotions, and attitudes. By analyzing student’s spoken, and written expressions, NLP systems identify signs of emotions, distress, engagement, and confusion. This information is used to provide timely interventions, counseling, or additional support to students who must require it. Whereas the evolution of Deep Learning and AI helps NLP. Overall, demand for NLP in Education Market is growing rapidly. NLP in Education Market Restraints Risks associated with data breaches and sensitive information leakage. NLP holds an immense position in the education market but there are certain restraints and challenges that need to be addressed for its effective implementation. NLP systems require permission to an amount of data, including study materials, student records, etc. Privacy and security of this data are of extreme importance that need to be ensured. Data breaches, unauthorized access, and misuse of any personal information are challenges in implementing NLP solutions in educational institutions and can lead to concern. NLP-based virtual assistants and chatbots can provide important support. Some students benefited more from direct interaction with educators or tutors, especially in complex challenging situations. These factors can affect the growth of the NLP in Education Market. NLP in Education Market Opportunity Growing adoption of NLP to assess student performance. NLP tutoring systems have the potential to develop the way students learn. These systems can analyze student queries, and provide personalized feedback and guidance. NLP algorithms assist in creating educational content, such as quizzes, interactive exercises, and assessments. Automated content creation saves time for educators, ensures consistency, and allows for scalability by providing educational materials. Language learning tools of NLP make language acquisition more effective and accessible, supporting multilingual classrooms and international education initiatives. NLP technique analyzes student preferences, learning patterns, and performance data to recommend personalized learning resources which helps to get more knowledge. NLP technologies contribute to making education more accessible and inclusive. Speech-to-text and text-to-speech capabilities support students with disabilities and allow them to participate more fully in classroom discussions and classroom activities. These are the facilities that help the student for making easier studies and student performance. As a result, the growth of the NLP in Education Marketis is rising.NLP in Education Market Segment Analysis:
Based on Type, The cloud-based segment has the largest revenue share in the year 2022. In natural language tasks including named entity identification, language translation, and sentiment analysis, statistical NLP increases the accuracy. This is due to the fact that statistical models are cloud-based learn from a lot of data and generalize more effectively than those that are on-premises. Cloud-based solutions offer scalability, flexibility, and ease of implementation as the processing power and resources required for NLP tasks that are done through cloud-based type. NLP models automatically generate summaries or extract important facts enabling learners and educators to quickly adapt or grasp the relevant details.Based on Model Type, Statistical NLP plays a crucial role in NLP for education purposes and has achieved higher accuracy in natural language tasks such as recommender systems, language translation, sentiment analysis, and named entity recognition. Statistical models learn from a large amount of data and generalize better than rule-based systems. A large amount of text data is easily scaled by statistical NLP whereas, rule-based systems cannot be handled easily as the number of rules increases. Compare to rule-based systems statistical NLP adapts more easily to new domains and languages. It has an effective approach to handling complex data and training the data without requiring any manual updates. As a result, the Statistical model type has increased demand for NLP in Education Market.
NLP in Education Market Regional Insights:
North America is the region where NLP in Education Market growing fastly and is expected to dominate during the forecast period. North America has a major market for natural language processing technology since it dominated machine technologies and AI. Many market players are from the U.S., which shows that the U.S. is the country where NLP is used widely which promotes innovation in the area. NLP in Education held the largest market share the in U.S., and the Canadian NLP in Education Market is rapidly growing in the North American region. Countries that are majorly studied in the market report are the U.S., Canada, France, UK, Italy, China, Japan, India, Spain, German, Australia, South Korea, and Brazil. The North America NLP in Education Market dominated this market in 2022. After North America, Europe, and Asia-Pacific countries are heading toward the growth of the NLP in the education sector.NLP in Education Market Scope: Inquire Before Buying
Global NLP in Education Market Report Coverage Details Base Year: 2022 Forecast Period: 2023-2029 Historical Data: 2017 to 2022 Market Size in 2022: US $ 0.11 Bn. Forecast Period 2023 to 2029 CAGR: 12.1% Market Size in 2029: US $ 0.24 Bn. Segments Covered: by Type Cloud-Based On-Premises by Model Type Statistical Rule-Based Hybrid by Application Business Personal by End-User Academic User Ed-tech Providers NLP in Education Market, by Region
North America (United States, Canada, and Mexico) Europe (UK, France, Germany, Italy, Spain, Sweden, Austria, and the Rest of Europe) Asia Pacific (China, South Korea, Japan, India, Australia, Indonesia, Malaysia, Vietnam, Taiwan, Bangladesh, Pakistan, and the Rest of APAC) Middle East and Africa (South Africa, GCC, Egypt, Nigeria, and the Rest of ME&A) South America (Brazil, Argentina Rest of South America)NLP in Education Market, Key Players are
1. IBM 2. Microsoft 3. Google 4. AWS 5. ABBYY 6. Inbenta 7. Baidu 8. SAS Institute 9. Welocalize 10. Yellow.ai 11. NICE 12. Automated Insights 13. Width.ai 14. Revolve.ai 15. Primer.ai 16. Carnegie Learning 17. Gecko 18. Ivy.ai 19. Attivio 20. Conversica 21. Avaamo 22. Aylien 23. Haptik 24. Gupshup 25. Sensforth.aiFrequently Asked Questions:
1] What segments are covered in the Global NLP in Education Market report? Ans. The segments covered in the NLP in Education Market report are based on Type, Model Type, Application, and Regions. 2] Which region is expected to hold the highest share of the Global NLP in the Education Market? Ans. The North American region is expected to hold the highest share of the NLP in the Education Market. 3] What is the market size of the Global NLP in the Education Market by 2029? Ans. The market size of the NLP in Education Market by 2029 is expected to reach US$ 0.24 Bn. 4] What is the forecast period for the Global NLP in Education Market? Ans. The forecast period for the NLP in Education Market is 2023-2029. 5] What was the market size of the Global Market in 2022? Ans. The market size of the Market in 2022 was valued at US$ 0.11 Bn.
1. NLP in Education Market Introduction 1.1. Study Assumption and Market Definition 1.2. Scope of the Study 1.3. Executive Summary 2. NLP in Education Market: Dynamics 2.1. NLP in Education Market Trends by Region 2.1.1. North America NLP in Education Market Trends 2.1.2. Europe NLP in Education Market Trends 2.1.3. Asia Pacific NLP in Education Market Trends 2.1.4. Middle East and Africa NLP in Education Market Trends 2.1.5. South America NLP in Education Market Trends 2.2. NLP in Education Market Dynamics by Region 2.2.1. North America 2.2.1.1. North America NLP in Education Market Drivers 2.2.1.2. North America NLP in Education Market Restraints 2.2.1.3. North America NLP in Education Market Opportunities 2.2.1.4. North America NLP in Education Market Challenges 2.2.2. Europe 2.2.2.1. Europe NLP in Education Market Drivers 2.2.2.2. Europe NLP in Education Market Restraints 2.2.2.3. Europe NLP in Education Market Opportunities 2.2.2.4. Europe NLP in Education Market Challenges 2.2.3. Asia Pacific 2.2.3.1. Asia Pacific NLP in Education Market Drivers 2.2.3.2. Asia Pacific NLP in Education Market Restraints 2.2.3.3. Asia Pacific NLP in Education Market Opportunities 2.2.3.4. Asia Pacific NLP in Education Market Challenges 2.2.4. Middle East and Africa 2.2.4.1. Middle East and Africa NLP in Education Market Drivers 2.2.4.2. Middle East and Africa NLP in Education Market Restraints 2.2.4.3. Middle East and Africa NLP in Education Market Opportunities 2.2.4.4. Middle East and Africa NLP in Education Market Challenges 2.2.5. South America 2.2.5.1. South America NLP in Education Market Drivers 2.2.5.2. South America NLP in Education Market Restraints 2.2.5.3. South America NLP in Education Market Opportunities 2.2.5.4. South America NLP in Education Market Challenges 2.3. PORTER’s Five Forces Analysis 2.4. PESTLE Analysis 2.5. Technology Roadmap 2.6. Regulatory Landscape by Region 2.6.1. North America 2.6.2. Europe 2.6.3. Asia Pacific 2.6.4. Middle East and Africa 2.6.5. South America 2.7. Key Opinion Leader Analysis For NLP in Education Industry 2.8. Analysis of Government Schemes and Initiatives For NLP in Education Industry 2.9. NLP in Education Market Trade Analysis 2.10. The Global Pandemic Impact on NLP in Education Market 3. NLP in Education Market: Global Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) 2022-2029 3.1. NLP in Education Market Size and Forecast, by Type (2022-2029) 3.1.1. Cloud-Based 3.1.2. On-Premises 3.2. NLP in Education Market Size and Forecast, by Model Type (2022-2029) 3.2.1. Statistical 3.2.2. Rule-Based 3.2.3. Hybrid 3.3. NLP in Education Market Size and Forecast, by Application (2022-2029) 3.3.1. Business 3.3.2. Personal 3.4. NLP in Education Market Size and Forecast, by End-User (2022-2029) 3.4.1. Academic User 3.4.2. Ed-tech Providers 3.5. NLP in Education Market Size and Forecast, by Region (2022-2029) 3.5.1. North America 3.5.2. Europe 3.5.3. Asia Pacific 3.5.4. Middle East and Africa 3.5.5. South America 4. North America NLP in Education Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 4.1. North America NLP in Education Market Size and Forecast, by Type (2022-2029) 4.1.1. Cloud-Based 4.1.2. On-Premises 4.2. North America NLP in Education Market Size and Forecast, by Model Type (2022-2029) 4.2.1. Statistical 4.2.2. Rule-Based 4.2.3. Hybrid 4.3. North America NLP in Education Market Size and Forecast, by Application (2022-2029) 4.3.1. Business 4.3.2. Personal 4.4. North America NLP in Education Market Size and Forecast, by End-User (2022-2029) 4.4.1. Academic User 4.4.2. Ed-tech Providers 4.5. North America NLP in Education Market Size and Forecast, by Country (2022-2029) 4.5.1. United States 4.5.1.1. United States NLP in Education Market Size and Forecast, by Type (2022-2029) 4.5.1.1.1. Cloud-Based 4.5.1.1.2. On-Premises 4.5.1.2. United States NLP in Education Market Size and Forecast, by Model Type (2022-2029) 4.5.1.2.1. Statistical 4.5.1.2.2. Rule-Based 4.5.1.2.3. Hybrid 4.5.1.3. United States NLP in Education Market Size and Forecast, by Application (2022-2029) 4.5.1.3.1. Business 4.5.1.3.2. Personal 4.5.1.4. United States NLP in Education Market Size and Forecast, by End-User (2022-2029) 4.5.1.4.1. Academic User 4.5.1.4.2. Ed-tech Providers 4.5.2. Canada 4.5.2.1. Canada NLP in Education Market Size and Forecast, by Type (2022-2029) 4.5.2.1.1. Cloud-Based 4.5.2.1.2. On-Premises 4.5.2.2. Canada NLP in Education Market Size and Forecast, by Model Type (2022-2029) 4.5.2.2.1. Statistical 4.5.2.2.2. Rule-Based 4.5.2.2.3. Hybrid 4.5.2.3. Canada NLP in Education Market Size and Forecast, by Application (2022-2029) 4.5.2.3.1. Business 4.5.2.3.2. Personal 4.5.2.4. Canada NLP in Education Market Size and Forecast, by End-User (2022-2029) 4.5.2.4.1. Academic User 4.5.2.4.2. Ed-tech Providers 4.5.3. Mexico 4.5.3.1. Mexico NLP in Education Market Size and Forecast, by Type (2022-2029) 4.5.3.1.1. Cloud-Based 4.5.3.1.2. On-Premises 4.5.3.2. Mexico NLP in Education Market Size and Forecast, by Model Type (2022-2029) 4.5.3.2.1. Statistical 4.5.3.2.2. Rule-Based 4.5.3.2.3. Hybrid 4.5.3.3. Mexico NLP in Education Market Size and Forecast, by Application (2022-2029) 4.5.3.3.1. Business 4.5.3.3.2. Personal 4.5.3.4. Mexico NLP in Education Market Size and Forecast, by End-User (2022-2029) 4.5.3.4.1. Academic User 4.5.3.4.2. Ed-tech Providers 5. Europe NLP in Education Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 5.1. Europe NLP in Education Market Size and Forecast, by Type (2022-2029) 5.1. Europe NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.1. Europe NLP in Education Market Size and Forecast, by Application (2022-2029) 5.1. Europe NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5. Europe NLP in Education Market Size and Forecast, by Country (2022-2029) 5.5.1. United Kingdom 5.5.1.1. United Kingdom NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.1.2. United Kingdom NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.1.3. United Kingdom NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.1.4. United Kingdom NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5.2. France 5.5.2.1. France NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.2.2. France NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.2.3. France NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.2.4. France NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5.3. Germany 5.5.3.1. Germany NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.3.2. Germany NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.3.3. Germany NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.3.4. Germany NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5.4. Italy 5.5.4.1. Italy NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.4.2. Italy NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.4.3. Italy NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.4.4. Italy NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5.5. Spain 5.5.5.1. Spain NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.5.2. Spain NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.5.3. Spain NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.5.4. Spain NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5.6. Sweden 5.5.6.1. Sweden NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.6.2. Sweden NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.6.3. Sweden NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.6.4. Sweden NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5.7. Austria 5.5.7.1. Austria NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.7.2. Austria NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.7.3. Austria NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.7.4. Austria NLP in Education Market Size and Forecast, by End-User (2022-2029) 5.5.8. Rest of Europe 5.5.8.1. Rest of Europe NLP in Education Market Size and Forecast, by Type (2022-2029) 5.5.8.2. Rest of Europe NLP in Education Market Size and Forecast, by Model Type (2022-2029) 5.5.8.3. Rest of Europe NLP in Education Market Size and Forecast, by Application (2022-2029) 5.5.8.4. Rest of Europe NLP in Education Market Size and Forecast, by End-User (2022-2029) 6. Asia Pacific NLP in Education Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 6.1. Asia Pacific NLP in Education Market Size and Forecast, by Type (2022-2029) 6.2. Asia Pacific NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.3. Asia Pacific NLP in Education Market Size and Forecast, by Application (2022-2029) 6.4. Asia Pacific NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5. Asia Pacific NLP in Education Market Size and Forecast, by Country (2022-2029) 6.5.1. China 6.5.1.1. China NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.1.2. China NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.1.3. China NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.1.4. China NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.2. S Korea 6.5.2.1. S Korea NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.2.2. S Korea NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.2.3. S Korea NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.2.4. S Korea NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.3. Japan 6.5.3.1. Japan NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.3.2. Japan NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.3.3. Japan NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.3.4. Japan NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.4. India 6.5.4.1. India NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.4.2. India NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.4.3. India NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.4.4. India NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.5. Australia 6.5.5.1. Australia NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.5.2. Australia NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.5.3. Australia NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.5.4. Australia NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.6. Indonesia 6.5.6.1. Indonesia NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.6.2. Indonesia NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.6.3. Indonesia NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.6.4. Indonesia NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.7. Malaysia 6.5.7.1. Malaysia NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.7.2. Malaysia NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.7.3. Malaysia NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.7.4. Malaysia NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.8. Vietnam 6.5.8.1. Vietnam NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.8.2. Vietnam NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.8.3. Vietnam NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.8.4. Vietnam NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.9. Taiwan 6.5.9.1. Taiwan NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.9.2. Taiwan NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.9.3. Taiwan NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.9.4. Taiwan NLP in Education Market Size and Forecast, by End-User (2022-2029) 6.5.10. Rest of Asia Pacific 6.5.10.1. Rest of Asia Pacific NLP in Education Market Size and Forecast, by Type (2022-2029) 6.5.10.2. Rest of Asia Pacific NLP in Education Market Size and Forecast, by Model Type (2022-2029) 6.5.10.3. Rest of Asia Pacific NLP in Education Market Size and Forecast, by Application (2022-2029) 6.5.10.4. Rest of Asia Pacific NLP in Education Market Size and Forecast, by End-User (2022-2029) 7. Middle East and Africa NLP in Education Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 7.1. Middle East and Africa NLP in Education Market Size and Forecast, by Type (2022-2029) 7.2. Middle East and Africa NLP in Education Market Size and Forecast, by Model Type (2022-2029) 7.3. Middle East and Africa NLP in Education Market Size and Forecast, by Application (2022-2029) 7.4. Middle East and Africa NLP in Education Market Size and Forecast, by End-User (2022-2029) 7.5. Middle East and Africa NLP in Education Market Size and Forecast, by Country (2022-2029) 7.5.1. South Africa 7.5.1.1. South Africa NLP in Education Market Size and Forecast, by Type (2022-2029) 7.5.1.2. South Africa NLP in Education Market Size and Forecast, by Model Type (2022-2029) 7.5.1.3. South Africa NLP in Education Market Size and Forecast, by Application (2022-2029) 7.5.1.4. South Africa NLP in Education Market Size and Forecast, by End-User (2022-2029) 7.5.2. GCC 7.5.2.1. GCC NLP in Education Market Size and Forecast, by Type (2022-2029) 7.5.2.2. GCC NLP in Education Market Size and Forecast, by Model Type (2022-2029) 7.5.2.3. GCC NLP in Education Market Size and Forecast, by Application (2022-2029) 7.5.2.4. GCC NLP in Education Market Size and Forecast, by End-User (2022-2029) 7.5.3. Nigeria 7.5.3.1. Nigeria NLP in Education Market Size and Forecast, by Type (2022-2029) 7.5.3.2. Nigeria NLP in Education Market Size and Forecast, by Model Type (2022-2029) 7.5.3.3. Nigeria NLP in Education Market Size and Forecast, by Application (2022-2029) 7.5.3.4. Nigeria NLP in Education Market Size and Forecast, by End-User (2022-2029) 7.5.4. Rest of ME&A 7.5.4.1. Rest of ME&A NLP in Education Market Size and Forecast, by Type (2022-2029) 7.5.4.2. Rest of ME&A NLP in Education Market Size and Forecast, by Model Type (2022-2029) 7.5.4.3. Rest of ME&A NLP in Education Market Size and Forecast, by Application (2022-2029) 7.5.4.4. Rest of ME&A NLP in Education Market Size and Forecast, by End-User (2022-2029) 8. South America NLP in Education Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 8.1. South America NLP in Education Market Size and Forecast, by Type (2022-2029) 8.2. South America NLP in Education Market Size and Forecast, by Model Type (2022-2029) 8.3. South America NLP in Education Market Size and Forecast, by Application(2022-2029) 8.4. South America NLP in Education Market Size and Forecast, by End-User (2022-2029) 8.5. South America NLP in Education Market Size and Forecast, by Country (2022-2029) 8.5.1. Brazil 8.5.1.1. Brazil NLP in Education Market Size and Forecast, by Type (2022-2029) 8.5.1.2. Brazil NLP in Education Market Size and Forecast, by Model Type (2022-2029) 8.5.1.3. Brazil NLP in Education Market Size and Forecast, by Application (2022-2029) 8.5.1.4. Brazil NLP in Education Market Size and Forecast, by End-User (2022-2029) 8.5.2. Argentina 8.5.2.1. Argentina NLP in Education Market Size and Forecast, by Type (2022-2029) 8.5.2.2. Argentina NLP in Education Market Size and Forecast, by Model Type (2022-2029) 8.5.2.3. Argentina NLP in Education Market Size and Forecast, by Application (2022-2029) 8.5.2.4. Argentina NLP in Education Market Size and Forecast, by End-User (2022-2029) 8.5.3. Rest Of South America 8.5.3.1. Rest Of South America NLP in Education Market Size and Forecast, by Type (2022-2029) 8.5.3.2. Rest Of South America NLP in Education Market Size and Forecast, by Model Type (2022-2029) 8.5.3.3. Rest Of South America NLP in Education Market Size and Forecast, by Application (2022-2029) 8.5.3.4. Rest Of South America NLP in Education Market Size and Forecast, by End-User (2022-2029) 9. Global NLP in Education Market: Competitive Landscape 9.1. MMR Competition Matrix 9.2. Competitive Landscape 9.3. Key Players Benchmarking 9.3.1. Company Name 9.3.2. Business Segment 9.3.3. End-user Segment 9.3.4. Revenue (2022) 9.3.5. Company Locations 9.4. Leading NLP in Education Market Companies, by market capitalization 9.5. Market Structure 9.5.1. Market Leaders 9.5.2. Market Followers 9.5.3. Emerging Players 9.6. Mergers and Acquisitions Details 10. Company Profile: Key Players 10.1. IBM 10.1.1. Company Overview 10.1.2. Business Portfolio 10.1.3. Financial Overview 10.1.4. SWOT Analysis 10.1.5. Strategic Analysis 10.1.6. Scale of Operation (small, medium, and large) 10.1.7. Details on Partnership 10.1.8. Regulatory Accreditations and Certifications Received by Them 10.1.9. Awards Received by the Firm 10.1.10. Recent Developments 10.2. Microsoft 10.3. Google 10.4. AWS 10.5. ABBYY 10.6. Inbenta 10.7. Baidu 10.8. SAS Institute 10.9. Welocalize 10.10. Yellow.ai 10.11. NICE 10.12. Automated Insights 10.13. Width.ai 10.14. Revolve.ai 10.15. Primer.ai 10.16. Carnegie Learning 10.17. Gecko 10.18. Ivy.ai 10.19. Attivio 10.20. Conversica 10.21. Avaamo 10.22. Aylien 10.23. Haptik 10.24. Gupshup 10.25. Sensforth.ai 11. Key Findings 12. Industry Recommendations 13. NLP in Education Market: Research Methodology 14. Terms and Glossary