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：新状态：免费试用Cisco Learning and Certifications
您将获得的技能: Network Security, Role-Based Access Control (RBAC), Cybersecurity, Firewall, Network Monitoring, Authentications, Virtual Private Networks (VPN), Computer Networking, Authorization (Computing), Intrusion Detection and Prevention, Identity and Access Management, Security Controls, General Networking, Encryption
状态：新状态：免费试用您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation
状态：预览Duke University
您将获得的技能: 解剖学, 生理学, 细胞生物学, 分子生物学, 神经学, 病理学, 心理学
状态：预览Hebrew University of Jerusalem
您将获得的技能: 调试, 软件设计, 验证和确认, 计算机工程, 数据存储, 系统设计与实施, 计算机编程, 计算机编程工具, 计算逻辑, 计算机结构, 计算机硬件
状态：免费试用University of California, Irvine
您将获得的技能: 外围设备, 电气布线, 嵌入式系统, 硬件设计, 物联网, 计算机系统, 电子产品, 自动化工程, 控制系统, 基本电气系统, 编程原则, 系统工程, 计算机编程, 电子元件, 无线网络, 远程访问ibility 系统, 互动学习, 人机界面, 电气与计算机工程, 电子硬件
状态：免费试用University of California San Diego
您将获得的技能: Python 程序设计, 组合学, 计算机科学, 理论计算机科学, 计算思维, Algorithm, 计算逻辑, 演绎推理, 逻辑推理, 计划发展
状态：免费试用您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
状态：预览Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 微积分, 机械, 应用数学, 振动, 数学建模, 微分方程
状态：新状态：免费试用Microsoft
您将获得的技能: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination
Google Cloud
您将获得的技能: 张力流, Google 云端平台, MLOps（机器学习 Operator）, Machine Learning 方法, 数据管道, 模型评估, 模型部署, 阿帕奇气流, 机器学习, 云计算
状态：免费试用Universidad Austral
您将获得的技能: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Data Cleansing, Artificial Neural Networks, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, Systems Architecture, Analysis, Deep Learning, Python Programming
状态：新状态：免费试用您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Network Security Principles: Cisco Learning and Certifications
- Design & Present Responsible AI Solutions: Coursera
- 医学神经科学: Duke University
- 从第一原理构建现代计算机：从 Nand 到俄罗斯方块（以项目为中心的课程）: Hebrew University of Jerusalem
- 连接 Arduino: University of California, Irvine
- 计算机科学中的数学思维: University of California San Diego
- Introduction to NLP and Syntactic Processing: Packt
- 微分方程 第一部分 基本理论: Korea Advanced Institute of Science and Technology(KAIST)
- Building multi-agent systems: Microsoft
- 利用 Airflow 协调 TFX 管道: Google Cloud
