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: 文化多样性, 专业发展, 沟通策略, 教学法, 自我意识, 学生参与, 教学策略, 教学, 课堂管理
Commonwealth Education Trust
您将获得的技能: 终身学习, 专业发展, 道德标准与行为, 问责制, 建设性反馈, 自我意识, 愿意学习, 个人发展, 管理团队, 教学, 专业精神, 协作
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
状态：免费试用Macquarie University
您将获得的技能: 编写培训材料, 教育软件和技术, 信息图表, 叙事, 故事板, 设计元素和原则, 设计师, 建设性反馈, 多媒体, 播客, 数字教学法, 设计评论, 视频制作, 内容创作, 课程开发
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：预览University of Illinois Urbana-Champaign
您将获得的技能: 高等教育, 文化多样性, 社会正义, 教学法, 文化响应, 教育软件和技术, 特殊教育, 混合式学习, 教学策略, 差异化教学, 多样性意识, 以学生为中心的学习
状态：预览The University of Edinburgh
您将获得的技能: Sustainable Development, Cooperation, Discussion Facilitation, Collaboration, Research, Community Development, Creative Thinking, Community Outreach, Climate Change Adaptation, Student Engagement, Environmental Policy, Climate Change Mitigation, Education and Training
状态：免费试用University of Colorado Boulder
您将获得的技能: 用户反馈, 教育软件和技术, 模拟和模拟软件, 网页内容无障碍指南, 教学法, 数学教育, 模拟, 显示设备, 课程规划, 同行评审, 数字教学法, 化学, 设计策略, 物理学, 实验, 研究, 互动设计, 教学, 生物学, 教学策略
状态：新状态：预览您将获得的技能: Plot (Graphics), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Data Preprocessing, Performance Testing
状态：预览Georgia Institute of Technology
您将获得的技能: 以人为本的设计, 网页内容无障碍指南, 音乐, 多媒体, 设计师, 用户体验设计, 可用性测试, 设计思维
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
- 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
- Deep learning in Electronic Health Records - CDSS 2: University of Glasgow
- 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
- 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
- Learning for a Sustainable Future: Live at COP29: The University of Edinburgh
- 利用 PhET 交互式模拟在 STEM 中主动学习: University of Colorado Boulder
