应用机器学习课程
应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具，这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。
热门应用机器学习课程和认证
Commonwealth Education Trust
您将获得的技能: 沟通策略, 课堂管理, 专业发展, 教学法, 自我意识, 文化多样性, 学生参与, 教学, 教学策略
状态：免费试用University of Glasgow
您将获得的技能: Deep Learning, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Convolutional Neural Networks, Model Evaluation, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling, Classification Algorithms
Commonwealth Education Trust
您将获得的技能: 终身学习, 自我意识, 管理团队, 愿意学习, 专业发展, 个人发展, 教学, 协作, 专业精神, 道德标准与行为, 问责制, 建设性反馈
状态：免费试用您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
状态：免费试用Macquarie University
您将获得的技能: 设计师, 教育软件和技术, 信息图表, 设计元素和原则, 内容创作, 播客, 设计评论, 编写培训材料, 视频制作, 故事板, 数字教学法, 课程开发, 叙事, 多媒体, 建设性反馈
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: Server Side, Restful API, Ajax, Node.JS, Web Applications, Web Servers, Web Development, Model View Controller, Javascript, JavaScript Frameworks, PHP (Scripting Language), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Application Development, Real Time Data, Data Storage
状态：预览The University of Edinburgh
您将获得的技能: Discussion Facilitation, Environmental Issue, Sustainable Development, Research, Climate Change Adaptation, Community Organizing, Cultural Responsiveness, Sustainability Standards, Student Engagement, Environmental Policy, Climate Change Mitigation, Community Development, Advocacy, Creativity, Education and Training, International Relations, Social Justice
状态：免费试用Case Western Reserve University
您将获得的技能: 培训, 建立关系, 组织领导力, 人才发展, 管理团队, 情绪商数, 变革管理, 自我意识, 生理学, 个人发展, 压力管理, 积极倾听, 同理心, 文化 Transformer, 同情心, 领导力培养, 神经学
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 教育软件和技术, 文化响应, 高等教育, 以学生为中心的学习, 社会正义, 多样性意识, 教学法, 文化多样性, 差异化教学, 特殊教育, 教学策略, 混合式学习
状态：免费试用University of Colorado Boulder
您将获得的技能: 模拟和模拟软件, 同行评审, 化学, 数学教育, 教育软件和技术, 实验, 模拟, 网页内容无障碍指南, 用户反馈, 研究, 教学法, 生物学, 物理学, 显示设备, 课程规划, 设计策略, 教学, 数字教学法, 互动设计, 教学策略
状态：预览Georgia Institute of Technology
您将获得的技能: 设计师, 以人为本的设计, 设计思维, 可用性测试, 音乐, 设计策略, 设计研究, 多媒体
状态：免费试用Board Infinity
您将获得的技能: Angular, Node.JS, Full-Stack Web Development, HTML and CSS, JavaScript Frameworks, User Interface (UI), Application Deployment, Application Frameworks, Back-End Web Development, Front-End Web Development, Hypertext Markup Language (HTML), MongoDB, User Interface (UI) Design, Web Design, Middleware, Bootstrap (Front-End Framework), jQuery, Javascript, Databases, Cascading Style Sheets (CSS)
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 为学习而教的基础为人师表: Commonwealth Education Trust
- Deep learning in Electronic Health Records - CDSS 2: University of Glasgow
- 为学习而教的基础成为专业人士: Commonwealth Education Trust
- Natural Language Processing - Deep Learning Models in Python: Packt
- 为在线学习制作视频、音频和信息图表: Macquarie University
- Learning Server-side Programming through Game Development: The Hong Kong University of Science and Technology
- Learning for a Sustainable Future: Live at COP28: The University of Edinburgh
- 鼓舞人心的对话教练式学习、领导力和变革: Case Western Reserve University
- 协商学习者的差异：在学习中实现富有成效的多样性: University of Illinois Urbana-Champaign
- 利用 PhET 交互式模拟在 STEM 中主动学习: University of Colorado Boulder
