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: SQL, 数据库, 关系数据库, 存储过程, IBM DB2, 数据库系统, 数据分析, 数据操作, MySQL, 数据库管理, Query 语言, 事务处理, Microsoft SQL 服务器
状态：免费试用您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
状态：新状态：预览Universitat Politècnica de València
您将获得的技能: Linear Algebra, Algebra, Geometry, General Mathematics, Applied Mathematics, Arithmetic
状态：免费试用Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 电气工程, 电子产品, 电气系统, 物理学, 电磁学, 材料科学, 工程分析, 应用数学, 机械, 数学建模
状态：预览Eindhoven University of Technology
您将获得的技能: 概率与统计, 数据共享, 定量研究, 科学方法, 研究, 样本量的确定, 贝叶斯统计, 统计分析, 统计推理, 统计假设检验, R 语言程序设计（中文版）
状态：免费试用Fractal Analytics
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning
状态：免费试用Imperial College London
您将获得的技能: 文化多样性, 卫生政策, 应用行为分析, 公共卫生, 公共卫生与疾病预防, 行为经济学, 心理学, 健康促进, 健康的社会决定因素, 风险分析
状态：免费试用您将获得的技能: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
状态：预览The George Washington University
您将获得的技能: 护理, 安全标准, 持续质量改进 (CQI), 医疗设备和技术, 临床评估, 临床实践, 患者评估, 病人沟通, 护士教育, 虚拟环境, 健康教育
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Advanced Generative Adversarial Networks (GANs): Packt
- Network Security: Cisco Learning and Certifications
- C Programming for Everybody: University of Michigan
- SQL：用于查询数据库的实际概论: IBM
- Data Structures and Algorithms: The Complete Masterclass: Packt
- Basic Math: Algebra: Universitat Politècnica de València
- 电动力学电场和磁场: Korea Advanced Institute of Science and Technology(KAIST)
- 改进统计推断: Eindhoven University of Technology
- Data Frameworks for Generative AI: Fractal Analytics
- 公共卫生实践基础：行为与行为改变: Imperial College London
