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：新Google Cloud
您将获得的技能: Data Infrastructure, Model Deployment, Data Processing, Data Pipelines, Distributed Computing
状态：预览Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Statistical Modeling, Machine Learning Algorithms, Dimensionality Reduction
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 技术交流, 数据分析, 统计推理, 数据质量, 统计机器学习, A/B 测试, 统计建模, 数据科学, 数据管理, 数据驱动的决策制定, 统计
状态：新状态：预览Coursera
您将获得的技能: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback
状态：新状态：免费试用您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
状态：新状态：预览您将获得的技能: Prompt Engineering, Anthropic Claude, Generative AI, Artificial Intelligence, Application Development, Application Programming Interface (API), Authentications, Context Management, User Interface and User Experience (UI/UX) Design, Content Creation, Customer Service
状态：免费试用Johns Hopkins University
您将获得的技能: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
状态：免费试用Microsoft
您将获得的技能: Virtual Machine, 防火墙, 计算机网络, 微软 Azure, 网络监控, 数字化转型, 虚拟化, 人工智能和机器学习（AI/ML）, 云计算, Network Security, 网络基础设施, 网络安全
状态：新状态：预览您将获得的技能: Agentic Workflows, Prompt Engineering, Agentic systems, AI Personalization, AI Enablement, Artificial Intelligence, Human Computer Interaction, Human Centered Design, Responsible AI, User Flows, User Experience Design, Context Management
状态：预览Fractal Analytics
您将获得的技能: Cloud Computing, Information Technology, Cybersecurity, Machine Learning Algorithms, Critical Thinking, Simulations
状态：预览University of Houston
您将获得的技能: 学习理论, 科学与研究, 人类发展, 语言学习, 神经学, 非语言交流, 儿童发展, 语言能力, 多种语言, 心理学
状态：免费试用Macquarie University
您将获得的技能: 合并, 微软Excel, 电子表格软件, 自动化, 数据清理, 仪表板, 数据整合, 数据管理, Data Analysis 表达式（DAX）, 业务报告
总之，以下是 10 最受欢迎的 applied machine learning 课程
- AI Infrastructure: Storage Options: Google Cloud
- Foundational Mathematics for AI: Johns Hopkins University
- 生活中的数据科学: Johns Hopkins University
- Copilot Studio: Coursera
- AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
- Build an AI-Powered App with Claude: Coursera
- Artificial Intelligence in Social Media Analytics: Johns Hopkins University
- 网络和云计算入门: Microsoft
- Agentic AI Content for Practitioners: Product: Coursera
- Quantum Computing For Everyone - An Introduction : Fractal Analytics
