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
状态：免费试用Palo Alto Networks
您将获得的技能: 网络管理, 威胁建模, 云基础设施, 集装箱化, 混合云计算, Docker (软件), 安全控制, Network Security, 威胁管理, 网络安全, 软件即服务, 端点检测和响应, 防火墙, 网络基础设施, 数据安全, AI 安全, Virtual Private Networks（VPN）, 云部署, 威胁检测, 云安全
Instituto Tecnológico de Aeronáutica
您将获得的技能: JUnit, Object Oriented Programming (OOP), Java, Java Programming, Object Oriented Design, Unified Modeling Language, Unit Testing, Software Engineering, Agile Software Development, Software Design, Software Development, Maintainability, Programming Principles, Eclipse (Software)
状态：预览The World Bank Group
您将获得的技能: 协作, 适应气候变化, 减缓气候变化, 能源与公用事业, 合作, 科学方法, 互动学习, 政策分析, 社会影响, 环境问题, 环境, 环境科学, 可持续发展, 环境政策, 水资源管理, 自然资源管理
状态：免费试用University of California San Diego
您将获得的技能: Splunk, Apache Hadoop, SQL, Apache Spark, 数据管理, Data Management, 大数据, 数据管道, 数据库系统, MongoDB, Pandas（Python 软件包）, NoSQL, PostgreSQL, 数据整合, 分析, 数据处理
状态：免费试用Saïd Business School, University of Oxford
您将获得的技能: Responsible AI, AI Security, Data Ethics, Governance, Compliance Management, Enterprise Risk Management (ERM), Risk Management, Business Ethics, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Law, Regulation, and Compliance, Technology Strategies, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Generative AI, Information Management, Agentic systems, Generative AI Agents, Business Leadership
状态：免费试用Kennesaw State University
您将获得的技能: 概率与统计, 统计, 概率分布, 质量改进, 精益六西格玛, 根源分析, 过程分析, 数据分析, 流程改进, 统计方法, 六西格玛方法, 概率, 测量系统, 流程制图, 风险分析
Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Tensorflow, Data Pipelines, Data Store, Keras (Neural Network Library), Applied Machine Learning, Model Evaluation, Data Transformation, Data Modeling, Machine Learning
状态：免费试用University of California, Davis
您将获得的技能: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Web Content Accessibility Guidelines, Front-End Web Development, Image Quality, Web Applications, Animations, Web Content, Mobile Development, User Interface (UI) Design
状态：免费试用您将获得的技能: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
状态：免费试用Cisco Learning and Certifications
您将获得的技能: 网络管理, 授权（计算）, 负载平衡, Network Protocol（网络协议, Network Security, 网络监控, 脆弱性评估, 基础设施安全, Authentication, 防火墙, TCP/IP, 恶意软件保护, 网络基础设施, Distributed Denial-Of-Service (DDoS) 攻击, 入侵检测和防御, 网络应用, 通用网络
状态：免费试用University of Michigan
您将获得的技能: C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Data Structures, Programming Principles, Algorithms, Computer Programming, Software Design, Application Security, Other Programming Languages, Python Programming, Java Programming, System Programming, Computer Architecture, Performance Tuning, Unix, Computer Science, Debugging
状态：免费试用您将获得的技能: Javascript, 前端网络开发, 网络开发, 网页设计, 层叠样式表（CSS）, 网络开发工具, 超文本标记语言（HTML）, 全栈式网络开发, 网页设计与开发, 网络应用, 互动设计, Html 和 Css, 后端网站开发
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Palo Alto Networks 网络安全: Palo Alto Networks
- Orientação a Objetos com Java: Instituto Tecnológico de Aeronáutica
- 从气候科学到行动: The World Bank Group
- 大数据整合与处理: University of California San Diego
- AI Governance: Saïd Business School, University of Oxford
- 六西格玛分析工具: Kennesaw State University
- Feature Engineering - 한국어: Google Cloud
- Web Development for Beginners: University of California, Davis
- Advanced Generative Adversarial Networks (GANs): Packt
- Network Security: Cisco Learning and Certifications
