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｜2024-2025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 | 2025年中国职业教育市场消费行为调查数据

随着职业培训体系的持续完善，其覆盖场景不断延伸，深入至以技能提升、职业转型为核心的个人发展领域，以在线课程、行业认证为代表的数字化学习领域，以及企业内训、校企合作等产教融合领域。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年中国职业教育市场消费行为调查数据》数据显示，2025年中国消费者职业培训参与率达91.90%，其中线下与线上结合的混合式培训以57.67%占比成为主流学习方式。消费者更倾向于选择2-10人小班课程（53.46%），且偏好半年一次的培训频率（38.13%）。在培训内容选择上，职业资格考试类培训（57.26%）与计算机类课程（24.97%）最受关注，反映出市场对专业资质认证和技术型人才的高度需求。数据显示，消费者参与培训的核心诉求集中于综合素质提升（37.99%），超六成受访者未来计划参与职业素养类培训（64.27%）。完成培训后，45.32%的消费者愿以兼职形式从事相关工作，其中电商运营领域（19.60%）吸引力最为突出。尽管56.72%的消费者对培训效果表示“比较满意”，但现存问题仍较显著：课程设置与市场需求脱节、师资力量薄弱、培训费用过高成为主要痛点。消费者期望重点提升职业技能与职业自信，同时呼吁培训机构优化课程定价体系，加强实践性内容创新，避免课程同质化现象。艾媒咨询分析师认为，职业培训机构需构建“需求导向”的课程研发机制，深度融合行业认证体系与企业用人标准。通过数字化技术赋能教学场景，打造灵活弹性的学习模式，同时强化就业对接服务与职业发展跟踪，形成“培训-认证-就业”的完整生态链。未来职业培训市场将向精细化、专业化方向持续升级。
With the continuous improvement of the vocational training system, its coverage scenarios continue to extend into the field of personal development with skills improvement and career transformation as the core, the field of digital learning represented by online courses and industry certification, and the field of integration of industry and education such as internal training and school-enterprise cooperation. According to the latest Survey data of consumer behavior in China's vocational education market in 2025 released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the participation rate of Chinese consumers in vocational training in 2025 is 91.90%. Among them, the combination of offline and online hybrid training accounted for 57.67% of the mainstream learning mode. Consumers are more inclined to choose small classes of 2-10 students (53.46%), and prefer semi-annual training frequency (38.13%). In terms of training content selection, vocational qualification examination training (57.26%) and computer courses (24.97%) received the most attention, reflecting the market's high demand for professional qualification certification and technical talents. The data show that the core demands of consumers to participate in training are focused on the improvement of comprehensive quality (37.99%), and more than 60% of respondents plan to participate in professional quality training in the future (64.27%). After completing the training, 45.32% of consumers are willing to engage in related work in the form of part-time, of which the e-commerce operation field (19.60%) is the most attractive. Although 56.72% of consumers expressed "relatively satisfied" with the training effect, the existing problems are still significant: the curriculum is out of step with the market demand, the strength of teachers is weak, and the training cost is too high. Consumers expect to focus on improving vocational skills and professional confidence, and call on training institutions to optimize the course pricing system, strengthen practical content innovation, and avoid the phenomenon of curriculum homogeneity. iiMedia Research believe that vocational training institutions need to build a "demand-oriented" course research and development mechanism, and deeply integrate the industry certification system and enterprise employment standards. Through digital technology to empower the teaching scene, create a flexible learning mode, while strengthening employment docking services and career development tracking, forming a "training-certification-employment" complete ecological chain. In the future, the vocational training market will continue to upgrade in the direction of refinement and specialization.

艾媒咨询 | 2025年中国在线音频市场消费行为调查数据

随着音频内容生态的持续升级，在线音频用户行为呈现多维特征，主要覆盖以通勤时段知识学习、睡前放松场景为例的碎片化应用领域，以有声书沉浸体验、播客社交互动为例的内容消费领域，以及智能硬件互联、AI语音交互为代表的技术融合领域。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年中国在线音频市场消费行为调查数据》数据显示，喜马拉雅以45.52%的市场份额占据行业领先地位，头部效应显著。用户接触在线音频平台的主要渠道集中于内容分享平台（小红书、知乎等），占比达42.98%，内容丰富度则成为选择平台的核心考量。在用户行为层面，放松心情为用户的主导需求，有声书与脱口秀类节目以超32%的喜爱度并列内容偏好榜首。原创性与时效性被用户视为音频内容的核心竞争力。知识付费产品选择中，音质音色、内容丰富度及界面设计构成决策关键三角。艾媒咨询分析师认为，平台需强化内容生态建设，通过AI技术优化个性化推荐，提升创作者扶持力度以激发优质内容产出，同时深化智能硬件联动与场景适配，构建“内容+技术+场景”的全链条服务体系，方能持续激活用户价值。
With the continuous upgrading of audio content ecology, online audio user behavior presents multi-dimensional characteristics, mainly covering the fragmented application fields such as commuting knowledge learning and bedtime relaxation scenes, the content consumption fields such as audio book immersion experience and podcast social interaction, and the technology integration fields represented by intelligent hardware interconnection and AI voice interaction. According to the latest "Consumer behavior survey data of China's online audio market in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, Himalaya occupies the industry leader position with a market share of 45.52%, and the head effect is significant. The main channels for users to contact online audio platforms are concentrated in content sharing platforms (XiaoHongshu, Zhihu, etc.), accounting for 42.98%, and content richness has become the core consideration in choosing platforms. In terms of user behavior, relaxing mood is the dominant demand of users, and audiobooks and talk shows rank the top of the content preferences list with over 32% of the likes. Originality and timeliness are regarded by users as the core competitiveness of audio content. In the selection of paid knowledge products, sound quality, sound color, content richness and interface design constitute the key decision triangle.iiMedia Research believe that the platform needs to strengthen the content ecological construction, optimize personalized recommendation through AI technology, enhance creator support to stimulate quality content output, and deepen intelligent hardware linkage and scene adaptation, build a "content + technology + scene" full chain service system, in order to continue to activate user value.

艾媒咨询 | 2025年中国AI数字人行业消费行为调查数据

目前，AI 数字人发展态势迅猛，已广泛渗透于各个行业中。新型数字人生成工具也在持续迭代，功能持续优化。在市场层面上，企业对 AI 数字人产品的接受度也在稳步提升。众多企业引入 AI 数字人后，工作流程得以优化，效率显著提升，成本亦有效降低，为企业发展注入全新活力 。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AI数字人行业消费行为调查数据》数据显示，当前使用AI数字人的企业主要分布在电子商务、卫生及社会保障和社会福利业、教育和金融等行业，并主要集中在小型企业中，占比达到58.78%。同时，有65.03%的企业已将AI数字人应用到公司发展实践中，说明AI数字人在中国企业中的实际应用已经相当广泛。企业在对AI数字人的功能需求中，对多模态能力（文字、图片、语音、视频处理能力）的需求最高，其次是自然语言理解和人机互动。同时，企业对产品易用性和隐私信息安全的关注度最高，分别达到29.39%和28.72%的占比。企业在持续加大对 AI 数字人应用投入的同时，也在面临诸多挑战。数据显示，数据安全与隐私保护面临的挑战最大，其次就是法规政策与伦理道德。未来随着企业不断完善数据安全保障措施，AI 数字人有望在企业与消费者之间搭建起更紧密、高效的沟通桥梁，为消费者带来更优质、个性化的消费体验，助力企业在激烈的市场竞争中开拓新的增长路径。
　　Currently, AI digital humans are developing at a rapid pace and have been widely integrated into various industries. New-generation digital human generation tools are continuously being iterated, with their functions being continuously optimized. In terms of the market, enterprises' acceptance of AI digital human products is steadily increasing. After many enterprises introduced AI digital humans, their work processes have been optimized, their efficiency has been significantly improved, and their costs have been effectively reduced, injecting new vitality into the development of enterprises.According to the latest "Survey data on consumer behavior in China's AI digital human industry in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, enterprises currently using AI digital humans are mainly distributed in industries such as e-commerce, health and social security, social welfare, education, and finance, and are mainly concentrated in small enterprises, accounting for 58.78%. At the same time, 65.03% of enterprises have applied AI digital humans to the practice of corporate development, indicating that the practical application of AI digital humans in Chinese enterprises is already quite extensive.Among enterprises' functional requirements for AI digital humans, the demand for multimodal capabilities (text, image, voice, and video processing capabilities) is the highest, followed by natural language understanding and human-computer interaction. Meanwhile, enterprises pay the most attention to the ease of use of products and the security of private information, accounting for 29.39% and 28.72% respectively.While enterprises are continuously increasing their investment in the application of AI digital humans, they are also facing many challenges. Data shows that data security and privacy protection face the greatest challenges, followed by regulatory policies and ethics. In the future, as enterprises continue to improve data security protection measures, AI digital humans are expected to build a closer and more efficient communication bridge between enterprises and consumers, bringing consumers a better and more personalized consumption experience, and helping enterprises open up new growth paths in the fierce market competition.

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 | 2024-2025年中国AI大模型市场现状及发展趋势研究报告

自OpenAI 发布 ChatGPT以来，大模型产业掀起全球的关注，AI大模型已经成为科技创新的新高地。AI大模型因其强大的数据处理能力和卓越的性能表现，被视为推动产业升级和经济转型的重要引擎。近年来，中国积极布局、大力支持AI大模型发展，相关科技公司积极研发国产大模型，同时不断涌现出大量大模型科技公司。随着技术的不断成熟和应用场景的不断拓展，AI大模型正逐渐渗透到各行各业，成为推动社会进步和经济发展的新动力。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AI大模型市场现状及发展趋势研究报告》数据显示，2024年中国AI大模型市场规模约为294.16亿元，预计2026年将突破700亿元，中国AI大模型行业正处于爆发式发展阶段。艾媒咨询分析师认为，AI大模型已初步具有算力高效利用能力、真实世界感知能力、自主学习能力以及创作能力等。中国大部分的国产AI大模型可在文本、图像等方面赋能，并广泛渗透到娱乐、电商、工作以及垂直领域等各类应用之中，为中国传统行业进行数字化赋能。
Since OpenAI released ChatGPT, the large model industry has raised global attention. AI large models have become a new highland of scientific and technological innovation. Because of its powerful data processing capabilities and excellent performance, AI large models are regarded as an important engine to promote industrial upgrading and economic transformation. In recent years, China has actively laid out and vigorously supported the development of AI large models, and relevant technology companies have actively developed domestic large models, while a large number of large model technology companies have continuously emerged. With the continuous maturity of technology and the continuous expansion of application scenarios, AI large models are gradually penetrating into all walks of life and becoming a new driving force to promote social progress and economic development.According to the latest "2024 wechat video user portrait and Behavior insight report" released by iiMedia Research, Data show that in 2024, the size of China's AI large model market is about 29.416 billion yuan, and it is expected to break through 70 billion yuan in 2026. China's AI large model industry is in the stage of explosive development.  The iiMedia consulting analysts believe that the AI large model has initially had the ability to efficiently use computing power, the ability to perceive the real world, the ability to learn independently and the ability to create. Most of China's domestic AI large models can empower text, images and other aspects, and widely penetrate into various applications such as entertainment, e-commerce, work and vertical fields, and digitally empower China's traditional industries.

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 | 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.