Artificial Intelligence (AI) Market in the Education Sector by End-user, Learning Method and Geography-Forecast and Analysis 2023-2027

Published: Oct 2023 Pages: 165 SKU: IRTNTR70660

Artificial Intelligence (AI) Market in the Education Sector Forecast 2023-2027

The Artificial Intelligence (AI) Market in the Education Sector size is forecast to increase by USD 1.10 billion at a CAGR of 41.14% between 2022 and 2027. The market's expansion hinges on multiple factors, notably the rising focus on personalized learning trajectories facilitated by Artificial Intelligence (AI). There is a burgeoning need for Intelligent Tutoring Systems (ITS) driven by technological advancements and educational trends. The extensive array of artificial intelligence applications further amplifies market growth, encompassing sectors beyond education. These include healthcare, finance, retail, and more. The adaptability and scalability of artificial intelligence solutions contribute significantly to its widespread adoption. Additionally, artificial intelligence's ability to analyze vast datasets and derive actionable insights enhances decision-making processes across industries. As organizations increasingly recognize AI's transformative potential, investments and innovations in AI technologies continue to surge, fostering a dynamic and thriving market landscape.

What will be the size of the Artificial Intelligence Market In The Education Sector Market During the Forecast Period?

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Market Segmentation

It also extensively covers market segmentation by end-user (higher education and K-12), learning (learner model, pedagogical model, and domain model), and geography (North America, Europe, APAC, South America, and Middle East and Africa). This report also includes an in-depth analysis of drivers, trends, and challenges.

Who are the Major Artificial Intelligence Market in the Education Sector Companies?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

2U Inc. - The company offers artificial intelligence in education through its subsidiary Querium.

The artificial intelligence market in the education sector market report also includes detailed analyses of the competitive landscape of the market and information about 15 market players, including:

  • Alphabet Inc.
  • Amazon.com Inc.
  • Brainly
  • Carnegie Learning Inc.
  • Century Tech Ltd.
  • Cognii Inc.
  • Cognizant Technology Solutions Corp.
  • DreamBox Learning Inc.
  • Fishtree Inc.
  • International Business Machines Corp.
  • Jenzabar Inc.
  • John Wiley and Sons Inc.
  • Kaltura Inc.
  • LAIX Inc.

Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.

Regional Insight

North America is estimated to contribute 43% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. 

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The market in North America is anticipated to rise steadily during the forecast period, owing to technological advancements and the continuous implementation of technology in the education sector. The US and Canada dominate the artificial intelligence market for education in the region. Multiple universities in the US are continuously opting for research on artificial intelligence such as Stanford University and Duke University. Universities in the US also receive adequate funding for research on AI.  However, Technological advancements in AI such as ITS, adaptive studying, and virtual tutors are increasing the growth of the market. Universities are opting for in-house research to understand ways in which AI can be practically implemented in the education sector. For instance, the Institute for Creative Technologies at the University of Southern California (USC) has several projects exploring the implementation of Captivating Virtual Instruction for Training (CVIT). It is a distributive coaching strategy that aims at integrating live classroom methods with appropriate virtual technologies that include virtual facilitators, augmented reality, intelligent tutors, and other remote coaching technologies. In Canada, extensive research on AI technology has paved the way for the growth of the market. Therefore, the regional market in this region is expected to grow during the forecast period.

Market Segmentation by End-User

The market is revolutionizing traditional learning methods. Big data analytics and Machine learning techniques enable personalized learning experiences tailored to individual student needs. Robotics and AI art generators enhance creativity and problem-solving skills among students. The Internet of Things (IoT) facilitates smart classrooms and interactive learning environments. ChatGPT and Natural language processing tools aid in language learning and communication skills development. Educational institutions leverage AI Licensing and Intellectual Property vendors for innovative AI solutions and AI Technical Consulting vendors for seamless integration. Algorithms and Deep learning techniques power adaptive learning platforms, while Data availability and Data quality ensure accurate insights for educational improvement. Addressing Bias and Inaccurate output is crucial for ethical AI adoption in education. Software providers and Cloud providers offer AI-powered educational platforms, while Hardware and devices providers deliver cutting-edge technologies for interactive learning experiences. Network providers and Security providers safeguard data privacy and cybersecurity.

The market share growth by the higher education segment will be significant during the forecast period. The artificial intelligence market in the higher education sector is expected to record a steady growth rate globally during the forecast period. 

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The higher education segment was valued at USD 47.26 million in 2017 and continued to grow until 2021. Colleges and universities globally are increasingly opting for tools that improve the quality of education and ensure that students are provided with an experiential studying environment. Universities are increasingly offering personalized coaching to students by delivering content using artificial intelligence solutions. However, to provide experiential educating environments, universities are increasingly using artificial intelligence solutions such as Watson by IBM to automate various administrative tasks at a lower cost and with fewer errors. Universities and institutions are focusing on the use of artificial intelligence as virtual assistants that can tutor and guide students and teachers respectively.

For instance, Carnegie Mellon University has been working on artificial intelligence-based cognitive tutors for several years as part of its Open Learning Initiative (OLI). The increase in federal funding toward R&D in the field of artificial intelligence, the increase in the number of partnerships and collaborations across the world, and the increasing emphasis on chatbots and artificial intelligence as virtual assistants and ITS in universities will drive the growth of the market in the education sector during the forecast period.

Market Dynamics

The market is driven by Big data analytics for personalized learning, Machine learning techniques for adaptive platforms, and Natural language processing for communication enhancement. Trends include Robotics for interactive learning, ChatGPT for language skills, and AI art generators for creative expression. Challenges like Data availability and Quality, along with addressing Bias and Inaccurate output, are key areas. Providers such as Software, Service, and Cloud vendors play pivotal roles amid the evolving market and advancements in Computer science and AI algorithms. Our researchers analyzed the data with 2022 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

Key Market Driver

The growing emphasis on customized learning paths using artificial intelligence is notably driving the market growth. The use of chatbots is becoming more and more popular in schools and universities. In addition to storing, processing, and exchanging information with students, Chatbots uses advanced artificial intelligence, machine learning, and deep learning technologies. They are capable of performing a wide range of tasks, such as talking to students and replying to questions. They'll be able to perform a wide range of tasks. They might also be used for the purpose of evaluating and correcting assessments made by students.

However, chatbots can keep track of the subjects learned by students using deep learning technology, identify the time during which a student may have forgotten the learned concepts, and repeat the old lessons in varied time intervals. They are increasingly being used in some colleges and universities to identify the study patterns of students and enable the teacher to offer personalized learning pathways to students. Such factors will increase the demand for chatbots in the education sector during the forecast period.

Significant Market Trends

The increased emphasis on chatbots is the key trend shaping the artificial intelligence market in the education sector. The use of chatbots is being promoted more and more by schools and universities. The chatbots use artificial intelligence, machine learning, and deep learning technology for the storage, processing, and transmission of information to students. A Chatbot might function in numerous ways, including talking with students and answering questions. They have a broad range of tasks to perform. They may also be used as a way of assessing and correcting the assessment made by students. 

However, chatbots can assist students in learning at spaced intervals. It can also keep track of the subjects learned by students using deep learning technology, identify the time during which a student may have forgotten the learned concepts, and repeat the old lessons in varied time intervals. Chatbots are increasingly being used in some colleges and universities to identify the study patterns of students and enable the teacher to offer personalized learning pathways to students. They function as virtual assistants to both students and teachers. Hence, these factors will increase the demand for chatbots in the education sector during the forecast period.

Major Market Challenge

The high cost associated with AI may hinder market growth. As new technologies emerge, budgets will have to increase to cover expenses. Apart from the installation of artificial intelligence software, schools and colleges will need to consider the cost of maintaining the software. Therefore, for installation, these institutions require significant funding and investments and extensive research on its applicability. However, there is steady growth in the availability of artificial intelligence solutions, and the high cost of developing and implementing them hinders their adoption in many public schools and colleges.

Moreover, a few government initiatives and the steady decline of state and local government funding further aggravate the problem. The high cost associated with artificial intelligence restricts schools from providing students with better learning environments and resources. artificial intelligence-based education materials, such as smart content and IAL systems are also costly to procure. The high R&D costs associated with the development of AI solutions, high capital expenditure, and the risk of product sustainability limit the demand for artificial intelligence solutions, thereby restricting the entry of companies into the market. Thus, the high cost of AI is expected to hamper the growth of the market in the education sector during the forecast period.

Customer Landscape

The report includes the adoption lifecycle of the market, from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on market penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their growth strategies. 

Global Market Customer Landscape

Segment Overview

The market report forecasts market growth by revenue at global, regional & country levels and provides a market research and growth analysis of the latest trends and growth opportunities from 2017 to 2027. 

  • End-user Outlook 
    • Higher education
    • K-12
  • Learning method Outlook 
    • Learner model
    • Pedagogical model
    • Domain model
  • Region Outlook 
    • North America
      • The U.S.
      • Canada
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa
    • South America
      • Argentina
      • Brazil
      • Chile

Market Analyst Overview

The market is experiencing significant growth and transformation due to advancements in various technologies such as Big data analytics, Robotics, and the Internet of Things (IoT). Educational institutions are integrating AI-driven solutions like ChatGPT for interactive learning experiences and leveraging AI art generators for creative content development. A comprehensive technology roadmap is essential for the successful implementation of AI in education, incorporating Generative AI tools, ethical considerations, and regulatory compliance. AI vendors specializing in AI Licensing and Intellectual Property and AI Technical Consulting are crucial partners in shaping AI strategies for educational institutions.

Moreover, cloud providers offer scalable and flexible infrastructure for AI applications, while hardware and device providers deliver advanced AI systems. Network providers ensure reliable connectivity, and security providers address concerns related to data protection and privacy. The global artificial intelligence market continues to influence the education sector, with AI advancements in computer science, artificial intelligence algorithms, and emerging technologies like supercomputers and quantum computers. AI's deep learning techniques and machine learning algorithms enhance learning experiences and educational outcomes.

Furthermore, ethical and regulatory concerns, including privacy issues, are carefully addressed in AI deployments. Porter’s five forces analysis aids in understanding market dynamics, while enterprise size, business function, and industry vertical dictate AI adoption strategies. AI applications in education span across computer vision, IT & telecommunication, retail & e-commerce, BFSI, manufacturing, agriculture, and media & entertainment industries. Collaborations with tech giants like Netflix and Amazon demonstrate AI's anthropic potential in fostering collaboration and innovation in the education sector.

Moreover, the adoption of autonomous artificial intelligence and sophisticated algorithms empowers educators with valuable insights into student performance through machine learning techniques and natural language processing. However, challenges such as data availability, data quality, and addressing bias to avoid inaccurate output remain key focal points. AI solutions cater to various educational functions, from AI-driven automation in administrative tasks to enhancing customer service and personalized learning experiences. Technologies like Edge AI and Edge computing enable efficient data processing and analytics, ensuring privacy and security in educational environments. The market is driven by various factors, such as innovative business models and partnerships with AI Licensing and Intellectual Property vendors. AI Technical Consulting vendors play a crucial role in implementing AI solutions tailored to educational needs. Educational institutions rely on AI-powered software providers and service providers for seamless integration and management of AI technologies.

Market Scope

Report Coverage

Details

Page number

165

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 41.14%

Market growth 2023-2027

USD 1.10 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

33.25

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 43%

Key countries

US, Canada, China, UK, and Germany

Competitive landscape

Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

2U Inc., Alphabet Inc., Amazon.com Inc., Brainly, Carnegie Learning Inc., Century Tech Ltd., Cognii Inc., Cognizant Technology Solutions Corp., DreamBox Learning Inc., Fishtree Inc., International Business Machines Corp., Jenzabar Inc., John Wiley and Sons Inc., Kaltura Inc., LAIX Inc., McGraw Hill LLC, Microsoft Corp., n2y LLC, Pearson Plc, and Quantum Adaptive Learning LLC

Market dynamics

Parent market analysis, Market forecasting, market growth analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for the forecast period.

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the market between 2023 and 2027
  • Precise estimation of the market  size and its contribution to the market in focus on the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Growth of the market across North America, Europe, APAC, South America, and Middle East and Africa
  • Thorough market forecast analysis of the market’s competitive landscape and detailed information about companies
  • Comprehensive market growth and forecasting analysis of factors that will challenge the growth of market companies

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by End-user
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Learning Method
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global artificial intelligence market in the education sector 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on global artificial intelligence market in the education sector 2017 - 2021 ($ million)
    • 4.2 End-user Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – End-user Segment 2017 - 2021 ($ million)
    • 4.3 Learning Method Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Learning Method Segment 2017 - 2021 ($ million)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by End-user

    • 6.1 Market segments
      • Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
    • 6.2 Comparison by End-user
      • Exhibit 32: Chart on Comparison by End-user
      • Exhibit 33: Data Table on Comparison by End-user
    • 6.3 Higher education - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Higher education - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on Higher education - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on Higher education - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Higher education - Year-over-year growth 2022-2027 (%)
    • 6.4 K-12 - Market size and forecast 2022-2027
      • Exhibit 38: Chart on K-12 - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on K-12 - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on K-12 - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on K-12 - Year-over-year growth 2022-2027 (%)
    • 6.5 Market opportunity by End-user
      • Exhibit 42: Market opportunity by End-user ($ million)
      • Exhibit 43: Data Table on Market opportunity by End-user ($ million)

    7 Market Segmentation by Learning Method

    • 7.1 Market segments
      • Exhibit 44: Chart on Learning Method - Market share 2022-2027 (%)
      • Exhibit 45: Data Table on Learning Method - Market share 2022-2027 (%)
    • 7.2 Comparison by Learning Method
      • Exhibit 46: Chart on Comparison by Learning Method
      • Exhibit 47: Data Table on Comparison by Learning Method
    • 7.3 Learner model - Market size and forecast 2022-2027
      • Exhibit 48: Chart on Learner model - Market size and forecast 2022-2027 ($ million)
      • Exhibit 49: Data Table on Learner model - Market size and forecast 2022-2027 ($ million)
      • Exhibit 50: Chart on Learner model - Year-over-year growth 2022-2027 (%)
      • Exhibit 51: Data Table on Learner model - Year-over-year growth 2022-2027 (%)
    • 7.4 Pedagogical model - Market size and forecast 2022-2027
      • Exhibit 52: Chart on Pedagogical model - Market size and forecast 2022-2027 ($ million)
      • Exhibit 53: Data Table on Pedagogical model - Market size and forecast 2022-2027 ($ million)
      • Exhibit 54: Chart on Pedagogical model - Year-over-year growth 2022-2027 (%)
      • Exhibit 55: Data Table on Pedagogical model - Year-over-year growth 2022-2027 (%)
    • 7.5 Domain model - Market size and forecast 2022-2027
      • Exhibit 56: Chart on Domain model - Market size and forecast 2022-2027 ($ million)
      • Exhibit 57: Data Table on Domain model - Market size and forecast 2022-2027 ($ million)
      • Exhibit 58: Chart on Domain model - Year-over-year growth 2022-2027 (%)
      • Exhibit 59: Data Table on Domain model - Year-over-year growth 2022-2027 (%)
    • 7.6 Market opportunity by Learning Method
      • Exhibit 60: Market opportunity by Learning Method ($ million)
      • Exhibit 61: Data Table on Market opportunity by Learning Method ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 62: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 63: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 64: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 65: Chart on Geographic comparison
      • Exhibit 66: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 67: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 68: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 69: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 70: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 71: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 72: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 73: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 74: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 75: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 76: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 77: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 79: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 80: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 81: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 83: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 84: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 85: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 87: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 88: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 89: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 91: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 92: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 93: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 UK - Market size and forecast 2022-2027
      • Exhibit 95: Chart on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 96: Data Table on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 97: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.11 Germany - Market size and forecast 2022-2027
      • Exhibit 99: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 100: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 101: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.12 Canada - Market size and forecast 2022-2027
      • Exhibit 103: Chart on Canada - Market size and forecast 2022-2027 ($ million)
      • Exhibit 104: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
      • Exhibit 105: Chart on Canada - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on Canada - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 107: Market opportunity by geography ($ million)
      • Exhibit 108: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 109: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 110: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 111: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 112: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 113: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 114: Matrix on vendor position and classification
            • 12.3 2U Inc.
              • Exhibit 115: 2U Inc. - Overview
              • Exhibit 116: 2U Inc. - Business segments
              • Exhibit 117: 2U Inc. - Key news
              • Exhibit 118: 2U Inc. - Key offerings
              • Exhibit 119: 2U Inc. - Segment focus
            • 12.4 Alphabet Inc.
              • Exhibit 120: Alphabet Inc. - Overview
              • Exhibit 121: Alphabet Inc. - Business segments
              • Exhibit 122: Alphabet Inc. - Key news
              • Exhibit 123: Alphabet Inc. - Key offerings
              • Exhibit 124: Alphabet Inc. - Segment focus
            • 12.5 Century Tech Ltd.
              • Exhibit 125: Century Tech Ltd. - Overview
              • Exhibit 126: Century Tech Ltd. - Product / Service
              • Exhibit 127: Century Tech Ltd. - Key offerings
            • 12.6 Cognii Inc.
              • Exhibit 128: Cognii Inc. - Overview
              • Exhibit 129: Cognii Inc. - Product / Service
              • Exhibit 130: Cognii Inc. - Key offerings
            • 12.7 DreamBox Learning Inc.
              • Exhibit 131: DreamBox Learning Inc. - Overview
              • Exhibit 132: DreamBox Learning Inc. - Product / Service
              • Exhibit 133: DreamBox Learning Inc. - Key news
              • Exhibit 134: DreamBox Learning Inc. - Key offerings
            • 12.8 Fishtree Inc.
              • Exhibit 135: Fishtree Inc. - Overview
              • Exhibit 136: Fishtree Inc. - Product / Service
              • Exhibit 137: Fishtree Inc. - Key offerings
            • 12.9 International Business Machines Corp.
              • Exhibit 138: International Business Machines Corp. - Overview
              • Exhibit 139: International Business Machines Corp. - Business segments
              • Exhibit 140: International Business Machines Corp. - Key news
              • Exhibit 141: International Business Machines Corp. - Key offerings
              • Exhibit 142: International Business Machines Corp. - Segment focus
            • 12.10 Jenzabar Inc.
              • Exhibit 143: Jenzabar Inc. - Overview
              • Exhibit 144: Jenzabar Inc. - Product / Service
              • Exhibit 145: Jenzabar Inc. - Key offerings
            • 12.11 John Wiley and Sons Inc.
              • Exhibit 146: John Wiley and Sons Inc. - Overview
              • Exhibit 147: John Wiley and Sons Inc. - Business segments
              • Exhibit 148: John Wiley and Sons Inc. - Key offerings
              • Exhibit 149: John Wiley and Sons Inc. - Segment focus
            • 12.12 LAIX Inc.
              • Exhibit 150: LAIX Inc. - Overview
              • Exhibit 151: LAIX Inc. - Product / Service
              • Exhibit 152: LAIX Inc. - Key offerings
            • 12.13 McGraw Hill LLC
              • Exhibit 153: McGraw Hill LLC - Overview
              • Exhibit 154: McGraw Hill LLC - Business segments
              • Exhibit 155: McGraw Hill LLC - Key offerings
              • Exhibit 156: McGraw Hill LLC - Segment focus
            • 12.14 Microsoft Corp.
              • Exhibit 157: Microsoft Corp. - Overview
              • Exhibit 158: Microsoft Corp. - Business segments
              • Exhibit 159: Microsoft Corp. - Key news
              • Exhibit 160: Microsoft Corp. - Key offerings
              • Exhibit 161: Microsoft Corp. - Segment focus
            • 12.15 n2y LLC
              • Exhibit 162: n2y LLC - Overview
              • Exhibit 163: n2y LLC - Product / Service
              • Exhibit 164: n2y LLC - Key offerings
            • 12.16 Pearson Plc
              • Exhibit 165: Pearson Plc - Overview
              • Exhibit 166: Pearson Plc - Business segments
              • Exhibit 167: Pearson Plc - Key offerings
              • Exhibit 168: Pearson Plc - Segment focus
            • 12.17 Quantum Adaptive Learning LLC
              • Exhibit 169: Quantum Adaptive Learning LLC - Overview
              • Exhibit 170: Quantum Adaptive Learning LLC - Product / Service
              • Exhibit 171: Quantum Adaptive Learning LLC - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 172: Inclusions checklist
                • Exhibit 173: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 174: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 175: Research methodology
                • Exhibit 176: Validation techniques employed for market sizing
                • Exhibit 177: Information sources
              • 13.5 List of abbreviations
                • Exhibit 178: List of abbreviations
              • The global education services market is at a crossroads with the positive impact of technological advances such as online education, the implementation of AR and VR in teaching methods, and the use of interactive whiteboards. On the other hand, data and security issues and low digital literacy rates are having a negative impact on the growth of the market. The combined impact of these factors will lead to high growth in the global education services market.
                • education: Includes technical education, language learning, test preparation services, tutoring services, makerspaces, vocational training, and distance learning courses and certifications
                  • emphasis on mobile learning: The increasing use of smartphones is encouraging education service providers to introduce mobile learning modules. Mobile learning has several advantages, such as flexibility and convenience. Therefore, users can schedule and complete the course/training according to their convenience. Mobile learning is also an experience of personalized learning as users can take training as per their requirements.
                    • digital literacy rates: Educational hardware and software have not been realized in tandem with the availability of trained staff in educational institutions. Institutions find it difficult to integrate technology into business processes. This is because of the inability of the faculty and administrators to understand applications and optimal use. The deployment of these applications alone by colleges and universities is not enough.

                      Research Framework

                      Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

                      INFORMATION SOURCES

                      Primary sources

                      • Manufacturers and suppliers
                      • Channel partners
                      • Industry experts
                      • Strategic decision makers

                      Secondary sources

                      • Industry journals and periodicals
                      • Government data
                      • Financial reports of key industry players
                      • Historical data
                      • Press releases

                      DATA ANALYSIS

                      Data Synthesis

                      • Collation of data
                      • Estimation of key figures
                      • Analysis of derived insights

                      Data Validation

                      • Triangulation with data models
                      • Reference against proprietary databases
                      • Corroboration with industry experts

                      REPORT WRITING

                      Qualitative

                      • Market drivers
                      • Market challenges
                      • Market trends
                      • Five forces analysis

                      Quantitative

                      • Market size and forecast
                      • Market segmentation
                      • Geographical insights
                      • Competitive landscape

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                      artificial intelligence market in the education sector market market

                      Key Questions Answered

                      • What are the key global market and the regional market share?
                      • What are the revenue-generating key market segments?
                      • What are the key factors driving and challenging this market’s growth?
                      • Who are the key market vendors and their growth strategies?
                      • What are the latest trends influencing the growth of this market?
                      • What are the variables influencing the market growth in the primary regions?
                      • What are the factors influencing the growth of the parent market?

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