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
Google Cloud
您将获得的技能: 卷积神经网络, 深度学习, 机器学习, 迁移学习, 张力流, 应用机器学习, Keras（神经网络库）, 图像分析
状态：免费试用University of Colorado Boulder
您将获得的技能: 正念, 专业发展, 课堂管理, 文化响应, 自我意识, 个人发展, 宣传, 社交技能, 儿童教育与发展, 课程规划, 学校心理学, 增强能力, 高等教育, 情绪商数, 同理心, 计划评估, 行为管理, 教学, 成长意识, 社会正义
状态：免费试用Macquarie University
您将获得的技能: 编写培训材料, 设计师, 内容创作, 信息图表, 叙事, 故事板, 建设性反馈, 多媒体, 设计评论, 教育软件和技术, 设计元素和原则, 数字教学法, 视频制作, 播客, 课程开发
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
Commonwealth Education Trust
您将获得的技能: 专业发展, 道德标准与行为, 协作, 个人发展, 终身学习, 建设性反馈, 自我意识, 愿意学习, 教学, 问责制, 专业精神, 管理团队
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：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：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Case Western Reserve University
您将获得的技能: 生理学, 压力管理, 个人发展, 自我意识, 建立关系, 人才发展, 培训, 积极倾听, 文化 Transformer, 情绪商数, 同情心, 领导力培养, 变革管理, 神经学, 同理心, 管理团队, 组织领导力
状态：免费试用University of Colorado Boulder
您将获得的技能: 显示设备, 化学, 同行评审, 设计策略, 实验, 数学教育, 用户反馈, 网页内容无障碍指南, 模拟, 教学法, 课程规划, 物理学, 数字教学法, 模拟和模拟软件, 教育软件和技术, 互动设计, 教学, 研究, 生物学, 教学策略
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 利用迁移学习对猫狗图像进行分类: Google Cloud
- 教师与社会和情感学习（SEL）: University of Colorado Boulder
- 为在线学习制作视频、音频和信息图表: Macquarie University
- Learning for a Sustainable Future: Live at COP28: The University of Edinburgh
- 为学习而教的基础成为专业人士: Commonwealth Education Trust
- Learning Server-side Programming through Game Development: The Hong Kong University of Science and Technology
- Deep learning in Electronic Health Records - CDSS 2: University of Glasgow
- Natural Language Processing - Deep Learning Models in Python: Packt
- Deep Learning with R: Build & Predict Neural Networks: EDUCBA
- Learning for a Sustainable Future: Live at COP29: The University of Edinburgh
