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Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations
状态：预览The University of Tokyo
您将获得的技能: 高等教育, 文化多样性, 文化敏感性, 研究, 语言学习, 跨文化能力
Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, System Requirements, Systems Analysis, Performance Testing, Mathematical Modeling, Engineering Design Process, Engineering Analysis, Differential Equations, Applied Mathematics
状态：免费试用Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 应用数学, 电气工程, 材料科学, 物理学, 电气系统, 微分方程, 电磁学
状态：免费试用您将获得的技能: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, OpenAI, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing
状态：预览您将获得的技能: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization
状态：免费试用Salesforce
您将获得的技能: 订单管理, 询价（RFQ）, 用户关系管理, 销售开发, Salesforce, 销售, 结算（销售）, 潜在客户开发, 销售流程, 销售支持, B2B 销售, 客户关系管理 (CRM) 软件, 产品知识, 销售管理, 销售业务, 销售管道, 数据可视化, 仪表板, 营销活动经理, 客户成功管理
状态：预览Nanjing University
您将获得的技能: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Analysis, Python Programming, Pandas (Python Package), NumPy, Data Visualization, Data Manipulation, Matplotlib, User Interface (UI) Design
状态：预览Icahn School of Medicine at Mount Sinai
您将获得的技能: 还原式 API, 生物信息学, 大数据, 数据分析, 数据整合, 无监督学习, 机器学习, 元数据管理, 应用编程接口 (API), 交互式数据可视化, 数据处理, 监督学习
状态：免费试用Coursera
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Large Language Modeling, Strategic Decision-Making, Systems Integration, Scalability, Innovation
状态：新状态：免费试用您将获得的技能: Angular, Responsive Web Design, Bootstrap (Front-End Framework), Node.JS, Back-End Web Development, Unit Testing, Full-Stack Web Development, Web Components, Front-End Web Development, Command-Line Interface, Authentications, Dataflow, User Accounts, TypeScript, MySQL, E-Commerce
状态：免费试用LearnQuest
您将获得的技能: Kanban 原则, DevSecOps, 风险管理, 冲刺回顾, 持续集成, 精益方法, 冲刺计划, 管理报告, Agile 方法论, 项目风险管理, 行为驱动开发, Devops, Scaled Agile 框架, 敏捷项目管理, 敏捷软件开发, 用户故事, 敏捷产品开发, 测试驱动开发（TDD）, Scrum（软件开发）, 积压工作
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Foundations of Probability and Random Variables: Johns Hopkins University
- 在日本大学学习: The University of Tokyo
- Introdução ao Controle de Sistemas: Instituto Tecnológico de Aeronáutica
- 电动力学导论: Korea Advanced Institute of Science and Technology(KAIST)
- Generative AI Models and Transformer Networks Certification: Simplilearn
- Statistical Thinking for Industrial Problem Solving, presented by JMP: SAS
- Salesforce 销售 Operator: Salesforce
- Data Processing Using Python: Nanjing University
- 利用 BD2K-LINCS 数据协调和集成中心进行大数据科学研究: Icahn School of Medicine at Mount Sinai
- GenAI and Model Selection: Coursera
