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教育科技领域的人工智慧市场:未来预测(2024-2029)AI in the Edtech Market - Forecasts from 2024 to 2029 |
教育科技市场的人工智慧预计将以 52.93% 的复合年增长率成长,从 2024 年的 106.05 亿美元增加到 2029 年的 329.1 亿美元。
在教育科技领域,人工智慧(AI)在科技发展中发挥重要作用。在这个领域,人工智慧提供了多种应用,包括个人化学习方案和智慧辅导系统等各种好处,可以为使用者提供更好的课程方案。基于人工智慧的工具和平台还可以自动执行评分和评估功能,并具有自适应学习平台、虚拟课堂辅助工具和教育资料分析等功能。
教育科技平台提供使用多种工具的各种关键组件,例如自适应学习系统、智慧辅导系统 (ITS)、自然语言处理和机器学习 (ML)。自我调整学习系统使用人工智慧演算法根据每个学生的需求、偏好和风格来个人化学习体验,改变节奏、材料和教学方式,以最大限度地提高学习效率。
智慧辅导系统利用人工智慧为学生提供类似人类教师提供的个人化辅导和回馈。我们也分析绩效资料,以确定优势和劣势,并提供学习介入措施。机器学习技术允许电脑从资料中学习并做出预测和决策,而无需明确编程。在教育科技中,机器学习用于个人化推荐系统、预测分析、内容客製化等。
教育科技领域人工智慧市场的驱动因素
政府机构和私人组织增加对全球教育科技产业发展的投资预计将推动全球人工智慧在教育科技市场的发展。
全球市场对教育科技领域的投资策略大幅增加,包括世界各国政府推出重要政策与策略。
例如,在印度,政府推出了两项基于人工智慧的关键政策,“为印度製造人工智慧”和“让人工智慧为印度服务”,以永续和尖端技术,包括教育。政府已在 2024-25 年中期预算中为此任务拨款约 25.5 亿印度卢比。政府也引进100%外资投资教育科技和教育机构,以促进国内教育科技领域的创新。
教育科技市场的地域展望
包括Google、微软、Magicedtech和亚马逊在内的北美教育科技生态系统正在推动人工智慧等创新技术的发展。硅谷的这种创造力和创业文化很可能会改善学校、大学和虚拟学习环境的学习体验,并对人工智慧在教育中的应用产生重大影响。
由于其在技术创新方面的领先地位、强大的生态系统协作、资金筹措可用性、有利的法律规范以及对数位学习解决方案不断增长的需求,北美在教育科技市场中占有重要份额。
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The AI in the edtech market is estimated to grow at a CAGR of 52.93% to attain US$32.910 billion in 2029, increasing from US$10.605 billion in 2024.
In the edtech or educational technology sector, artificial intelligence (AI) plays a critical role in technology development. In this sector, AI offers multiple applications, including various benefits, like personalized learning programs and intelligent tutoring systems that can offer users better curriculum programs. The AI-based tools and platforms can also automate grading and assessment features, and they also have the capability of adaptive learning platforms, virtual classroom aides, and educational data analytics.
The AI in the edtech platform offers various key components that use multiple tools like Adaptive Learning Systems, Intelligent Tutoring Systems (ITS), Natural Language Processing, and Machine Learning (ML). Adaptive Learning Systems use AI algorithms to personalize learning experiences to individual students' requirements, preferences, and styles, altering pace, material, and instruction delivery to maximize learning results.
Intelligent Tutoring Systems use artificial intelligence to deliver personalized coaching and feedback to students, much like a human teacher would. They analyze performance data to identify strengths and shortcomings and then provide tailored learning interventions. ML technologies enable computers to learn from data and make predictions or decisions without explicit programming. In EdTech, ML is used for personalized recommendation systems, predictive analytics, and content customization.
AI in the Edtech market drivers
The rising investments by governmental and private organizations for developing the global edtech sector are estimated to propel global AI in the edtech market.
The global market witnessed a significant increase in investment strategies in the educational technology sector, including the introduction of key policies and strategies by the governments of various countries worldwide.
For instance, in India, the government introduced two key AI-based policies, Make AI for India and Make AI Work for India, aimed at creating sustainable and state-of-the-art AI technological development across the nation in multiple sectors, including education. The government allocated about INR 255 crore for the interim budget 2024-25 towards this mission. The government also introduced 100% foreign investment in education technology and institutions to boost the innovation of the edtech sector in the nation.
AI in the Edtech market geographical outlook
The North American EdTech ecosystem, which includes Google, Microsoft, Magicedtech, and Amazon, is promoting the development of innovative technologies such as AI. This culture of creativity and entrepreneurship in Silicon Valley is likely to substantially impact the application of AI in education, improving learning experiences in schools, universities, and virtual learning environments.
North America's considerable share of AI in the EdTech market is due to its leadership in technological innovation, strong ecosystem collaboration, financing availability, a favorable regulatory framework, and rising demand for digital learning solutions.
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