关于“机器学习”的报告
艾媒咨询|2024-2025年中国智能学习机市场趋势研究报告
随着技术的不断发展,智能学习机产品技术日益成熟,广泛应用于多个教育学习场景,其广阔的应用前景将推动中国智能学习机行业规模快速增长。全球新经济产业第三方数据挖掘和分析机构iiMedia Research(艾媒咨询)最新发布的《2024-2025年中国智能学习机市场趋势研究报告》数据显示,2023年中国教育智能硬件市场规模达807亿元,同比增长29.53%;预计2025年中国教育智能硬件市场规模将超1000亿元。
艾媒咨询分析师认为,中国教育智能产品正在为传统的教育方式带来更多的可能性和创新性,人工智能等新兴技术与教育的深度融合,是今后智能学习机领域高质量发展的重要一步。
With the continuous development of technology, the technology of intelligent learning machine products is becoming increasingly mature and widely used in multiple educational and learning scenarios. Its broad application prospects will drive the rapid growth of China's intelligent learning machine industry. According to the latest "Research Report on the Trends of China's Intelligent Learning Machine Market from 2024 to 2025" released by iiMedia Research, a third-party data mining and analysis firm in the global new economy industry, the size of China's education intelligent hardware market reached 80.7 billion yuan in 2023, a year-on-year increase of 29.53%; It is expected that the scale of China's education intelligent hardware market will exceed 100 billion yuan by 2025.
Analysts from iMedia Consulting believe that Chinese educational intelligent products are bringing more possibilities and innovation to traditional education methods. The deep integration of emerging technologies such as artificial intelligence with education is an important step towards the high-quality development of the intelligent learning machine field in the future.艾媒咨询|2024年中国AI电商行业研究报告
中国人工智能产业在各方的共同推动下进入爆发式增长阶段。全球新经济产业第三方数据挖掘和分析机构iiMedia Research(艾媒咨询)最新发布的《2024年中国AI电商行业研究报告》数据显示,2020年中国人工智能核心产业规模就已达1500亿元,预计2030年将达10000亿元。中国人工智能核心产业细分领域规模不断扩大,为电商行业的发展提供新的增长极,进一步推动AI电商行业的快速发展。2023年,中国电子商务的高质量发展取得积极成效,AI相关应用快速落地,且效果较为显著,多家电商平台已对智能化选品功能进行应用,AI电商在为商家降低运营成本,提升销售额方面发挥积极作用。电商产业已经成为AIGC核心商业应用场景之一,其中,数字人成为各方布局AI电商的重点方向,AI电商产业将实现从电商运营端、供应链端、消费者端全方位智能化转变,以高新技术为电商强势赋能。
China's artificial intelligence industry has entered a stage of explosive growth under the joint promotion of all parties. According to the latest "2024 China AI e-commerce industry Research report" released by iiMedia Research, the scale of China's artificial intelligence core industry has reached 150 billion yuan in 2020, and it is expected to reach 1 trillion yuan in 2030. The scale of China's artificial intelligence core industry segments continues to expand, providing new growth poles for the development of the e-commerce industry and further promoting the rapid development of the AI e-commerce industry. In 2023, the high-quality development of China's e-commerce has achieved positive results, and AI-related applications have landed quickly, and the effect is more significant, many e-commerce platforms have applied intelligent product selection functions, AI e-commerce has played an active role in reducing operating costs for merchants and improving sales. The e-commerce industry has become one of the core business application scenarios of AIGC, among which, digital people have become the key direction of the layout of AI e-commerce, AI e-commerce industry will realize an all-round intelligent transformation from the operation end of e-commerce, the supply chain end, and the consumer end, and it will strongly empower e-commerce with high-tech.艾媒咨询 | 2025年中国在线考试SaaS消费者行为调查数据
在线考试 SaaS 平台,是基于软件即服务(SaaS)这一云计算服务模式搭建的平台。通过互联网,以浏览器为载体,将在线考试相关应用程序交付给终端用户。近年来,人工智能、大数据等前沿技术的融入,进一步推动平台在智能监考、精准学情分析等方面取得突破,应用场景不断拓展至职业资格认证、大规模招生考试等严肃场景。根据全球新经济产业第三方数据挖掘和分析机构iiMedia Research(艾媒咨询)最新发布的《2025年中国在线考试SaaS用户行为调查数据》数据显示,32.06% 的用户高频使用在线考试功能,凸显其作为平台核心功能的地位,反映出用户对在线考试这一基础且关键功能的强烈依赖,也意味着企业要持续优化该功能,确保考试流程顺畅、体验良好。而产品功能与需求匹配度以 26.84% 占比居首,直接表明用户挑选产品时,实用价值远超其他因素。这警示企业在产品研发与迭代时,需深度调研不同用户群体需求,无论是教育机构、企业还是政府部门,都要做到功能精准对接,避免功能冗余或缺失,通过精准匹配需求来提升产品竞争力与用户忠诚度。艾媒咨询分析师认为,中国市场凭借庞大教育与企业用户基数、政策支持、技术进步等优势,增长潜力巨大。尽管面临技术瓶颈、安全隐患、市场竞争等挑战,但随着智能化、个性化、跨行业融合、国际化等趋势推进,行业有望在规范中持续创新发展。
Online exam SaaS platform, is based on the software as a service (SaaS) this cloud computing service model built platform. Through the Internet, with the browser as the carrier, the online exam related applications are delivered to the end user. In recent years, the integration of cutting-edge technologies such as artificial intelligence and big data has further promoted the platform to make breakthroughs in intelligent invigilation and accurate learning analysis, and the application scenarios have been continuously expanded to serious scenarios such as professional qualification certification and large-scale enrollment exams. According to the latest "Data from the China online exam SaaS user behavior survey in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, 32.06% of users frequently use online exam function, highlighting its status as a core function of the platform. Reflecting users' strong reliance on this fundamental and critical function of online testing, it also means that enterprises must continue to optimize this function to ensure a smooth test process and a good experience. The matching degree of product function and demand takes the first place with 26.84%, which directly indicates that when users choose products, the practical value far exceeds other factors. This warns enterprises that in product development and iteration, it is necessary to deeply investigate the needs of different user groups, whether it is educational institutions, enterprises or government departments, to achieve accurate functional docking, avoid functional redundancy or loss, and enhance product competitiveness and user loyalty by accurately matching needs. Analysts from IIMedia Consulting believe that the Chinese market has huge growth potential with its huge education and enterprise user base, policy support, technological progress and other advantages. Despite the challenges such as technical bottlenecks, security risks, and market competition, the industry is expected to continue to innovate and develop in the norms with the advancement of intelligent, personalized, cross-industry, integration, and internationalization.艾媒咨询 | 2024年中国知识付费行业发展情况与消费行为调研分析报告
当前,基于社交、生活、职业发展及兴趣爱好等方面的多元化需求,人们需要不断汲取大量的信息以及通过学习不断提升自身的综合素质,而知识付费成为了中国消费者获取信息和学习的重要渠道,越来越多消费者愿意为高质量的知识内容付费。全球新经济产业第三方数据挖掘和分析机构iiMedia Research(艾媒咨询)最新发布的《2024年中国知识付费行业发展情况与消费行为调研分析报告》数据显示,2024年中国知识付费消费者规模将继续保持平稳增长态势,预计达到6.1亿人。而在知识付费服务的类型偏好上,中国消费者展现出对技能培训类内容的强烈需求,占比达到了40.44%。艾媒咨询分析师认为,随着社会对技能型人才的持续需求和在线教育技术的不断进步,技能培训类知识付费内容将愈发受到消费者的欢迎。
At present, based on the diversified needs of social communication, life, career development and hobbies, people need to constantly absorb a large amount of information and continuously improve their comprehensive quality through learning.Knowledge payment has become an important channel for Chinese consumers to obtain information and learn, and more and more consumers are willing to pay for high-quality knowledge content. According to the latest "2024 China knowledge payment industry develement situation and consumer behavior research analysis report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the scale of China's knowledge payment consumers will continue to maintain a steady growth trend in 2024, and is expected to reach 610 million people. In terms of the type preference of paid knowledge services, Chinese consumers showed a strong demand for skills training content, accounting for 40.44%. Analysts from Imedia Consulting believe that with the continuous demand for skilled talents in society and the continuous progress of online education technology, paid content for skills training knowledge will be increasingly welcomed by consumers.艾媒咨询 | 2025年中国移动翻译行业消费行为调查数据
中国移动翻译行业近年来依托人工智能技术的飞跃,特别是机器翻译与语音识别领域的显著进步,迅速崛起并展现出商业价值。随着全球化进程的加速和数字化转型的深化,国内外贸易及文化交流日益频繁,移动翻译服务需求急剧上升,市场规模不断扩大。移动翻译不仅极大提高了沟通效率,降低了语言障碍带来的成本,还通过提供高质量的翻译服务吸引更多的客户,增强了企业的国际竞争力。根据全球新经济产业第三方数据挖掘和分析机构iiMedia Research(艾媒咨询)最新发布的《2025年中国移动翻译行业消费行为调查数据》数据显示,工作场景以61.13%的占比成为移动翻译最主要的应用领域,凸显了其在商务沟通、跨国协作等场景中的不可或缺性。紧随其后的是生活娱乐场景,占比达56.82%,表明移动翻译已深度融入日常生活的方方面面,成为跨语言交流的重要工具。在翻译内容类型方面,网页文章以42.57%的占比位居第一,反映出消费者对网络内容翻译的强烈需求;视频翻译和证件资料分别以36.35%和34.14%的占比位列其后,体现了多媒体内容和文件资料翻译的广泛应用趋势。此外,英语以54.45%的占比遥遥领先于其他语种,进一步巩固了其在移动翻译服务中的主导地位,彰显了其作为全球通用语言的重要性。艾媒咨询分析师认为,随着技术的不断成熟和市场的进一步拓展,移动翻译行业吸引了一些投资者,特别是在技术创新、平台建设及服务优化等领域展现出丰富的投资机会。未来,AI技术的革新将为移动翻译行业注入新的增长动力。
In recent years, relying on the leap in artificial intelligence technology, especially the significant progress in the field of machine translation and speech recognition, China's mobile translation industry has risen rapidly and shown commercial value. With the acceleration of globalization and the deepening of digital transformation, domestic and foreign trade and cultural exchanges are becoming increasingly frequent, and the demand for mobile translation services is rising sharply, and the market scale is constantly expanding. Mobile translation not only greatly improves the communication efficiency and reduces the cost caused by language barriers, but also attracts more customers by providing high-quality translation services and enhances the international competitiveness of enterprises. According to the latest "Survey data of consumption behavior of China's mobile translation industry in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the work scene has become the most important application field of mobile translation with a ratio of 61.13%. It highlights its indispensability in business communication, transnational cooperation and other scenarios. It is followed by life and entertainment scenes, accounting for 56.82%, indicating that mobile translation has been deeply integrated into all aspects of daily life and has become an important tool for cross-language communication. In terms of translated content types, web articles ranked first with 42.57%, reflecting consumers' strong demand for web content translation; Video translation and document materials ranked second with 36.35% and 34.14% respectively, reflecting the wide application trend of multimedia content and document translation. In addition, English is far ahead of other languages with 54.45% of the total, further consolidating its dominant position in mobile translation services and highlighting its importance as a universal language. iiMedia Research analysts believe that with the continuous maturity of technology and the further expansion of the market, the mobile translation industry has attracted some investors, especially in the fields of technological innovation, platform construction and service optimization to show rich investment opportunities. In the future, the innovation of AI technology will inject new growth momentum into the mobile translation industry.艾媒咨询 | 2024年中国职业教育市场环境与用户行为调研报告
随着社会的快速发展与职场竞争的日益激烈,职业培训行业蓬勃发展。众多职场人士为了增强个人综合素质、提高与工作相关的技能水平,纷纷投身于各类职业培训之中。全球新经济产业第三方数据挖掘和分析机构iiMedia Research(艾媒咨询)最新发布的《2024年中国职业教育市场环境与用户行为调研报告》数据显示,在诸多职业培训领域中,专业性较高的行业尤为受到职场人士的青睐。具体而言,计算机类职业培训(23.60%)、机械与电工电子类(20.81%)、以及美容与保健类(20.34%)的参与率显著。同时,近九成的消费者倾向于定期参与职业培训,以持续提升个人竞争力。艾媒咨询分析师认为,在竞争激烈的社会环境中,通过参与职业培训来不断提升自我,无疑是职场人士追求进步与发展的上佳途径。因此,相关培训机构应紧密贴合市场需求,灵活开设多样化的职业培训项目,以满足不同行业、不同岗位职场人士的个性化学习需求。
With the rapid development of society and the increasingly fierce competition in the workplace, the vocational training industry is booming. In order to enhance the overall quality of individuals and improve the level of job-related skills, many professionals have devoted themselves to various vocational training. According to the latest "2024 China professional education market environment and consumer behavior survey report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, among many vocational training fields, highly professional industries are particularly favored by professionals. Specifically, computer vocational training (23.60%), mechanical and electrical and electronics (20.81%), and beauty and health care (20.34%) had significant participation rates. At the same time, nearly 90% of consumers tend to regularly participate in vocational training to continuously improve personal competitiveness. Imedia Consulting analysts believe that in a highly competitive social environment, continuous self-improvement through participation in vocational training is undoubtedly the best way for professionals to pursue progress and development. Therefore, the relevant training institutions should be closely aligned with the market demand, flexible and diversified vocational training programs to meet the personalized learning needs of professionals in different industries and different positions.艾媒咨询|2024年中国专升本学历培训市场趋势分析报告
近年来,国家出台了一系列政策以引导和规范学历培训行业,为其发展奠定良好的环境基础。与此同时,就业形势的严峻性以及个人学历受重视程度的日益提高,也为学历培训行业带来了前所未有的发展机遇。全球新经济产业第三方数据挖掘和分析机构iiMedia Research(艾媒咨询)最新发布的《2024年中国专升本学历培训市场趋势分析报告》数据显示,超九成的专升本人群在备考期间更倾向于报班学习,专升本一类的培训机构将迎来利好。为更好地满足学员的学习需求和市场需求,培训机构需不断创新教育模式、提升教育质量和服务水平、拓展海外市场以及实现数字化和智能化转型。
In recent years, the state has introduced a series of policies to guide and regulate the academic training industry, laying a good environmental foundation for its development. At the same time, the severity of the employment situation and the increasing importance of personal qualifications has also brought unprecedented opportunities for the development of the academic training industry. According to the latest Research Report 2024 China Postsecondary Degree Training Market Trend Analysis Report released by iiMedia Research, a third-party data mining and analysis institution of the global new economy industry, more than 90% of the college-educated people are more inclined to enroll in classes during the preparation for the examination, and training institutions for college-educated people will usher in a favourable situation, and in order to satisfy more consumer demand, training institutions need to continuously innovate education models, improve education quality and service, and expand overseas markets as well as digital intelligent transformation. In order to better meet the learning needs of students and market demand, training institutions need to constantly innovate education models, improve education quality and service level, expand overseas markets, and realize digital and intelligent transformation.【预售】2025-2026年中国人形机器人产业现状剖析及前景预判投资分析报告
随着科技的飞速发展,人形机器人产业正逐渐成为全球关注的焦点。在中国,人形机器人产业不仅是科技创新的重要领域,更是推动经济转型升级、提升国家竞争力的关键力量。当前,人形机器人行业正处于从技术研发向商业化量产过渡的关键阶段。2025年被普遍视为“量产元年”,特斯拉、优必选、广汽集团等国内外企业加速布局,推动产业链上下游协同发展。《2025-2026年中国人形机器人产业现状剖析及前景预判投资分析报告》将通过对人形机器人行业定位及发展状况、人形机器人商业机会及创新路径等方向开展研究分析,结合国家政策、各行业营商环境、市场需求等特征,梳理中国机器人行业的竞争格局、并根据人形机器人对不同传统行业的赋能情况进行深入研究,为行业发展趋势、成长机会提供结论性研究成果,为不同行业的机器人布局提供数据参考依据。
With the rapid development of technology, the humanoid robot industry is gradually becoming a global focus. In China, the humanoid robot industry is not only an important field of technological innovation but also a key force in promoting economic transformation and upgrading and enhancing national competitiveness. Currently, the humanoid robot industry is at a critical stage of transitioning from technology research and development to commercial mass production. The year 2025 is widely regarded as the "first year of mass production", with domestic and foreign enterprises such as Tesla, UBTECH, and GAC Group accelerating their layout and promoting the coordinated development of the entire industrial chain." iiMedia Report | Analysis and Forecast Investment Analysis Report of China's humanoid robot industry in 2025-2026" (tentative name) will conduct research and analysis on the positioning and development status of the humanoid robot industry, commercial opportunities and innovative paths of humanoid robots, etc. By combining national policies, business environments of various industries, market demands and other characteristics, it will sort out the competitive landscape of China's robot industry and conduct in-depth research on the empowerment of humanoid robots to different traditional industries, providing conclusive research results on industry development trends and growth opportunities, and offering data reference basis for robot layout in different industries.
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