机器学习 Python 课程
Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具，这些工具支持将您的技能应用到实际项目中，使您能够创建预测模型并有效分析复杂的数据集。
机器学习 Python 热门课程和认证
Coursera
您将获得的技能: 生成对抗网络 (GAN), 卷积神经网络, PyTorch（机器学习库）, 深度学习, Python 程序设计, 图像分析
状态：预览Northeastern University
您将获得的技能: Data Mining, Health Informatics, Acute Care, Emerging Technologies, Big Data, Health Technology, Analytics, Data Preprocessing, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Artificial Intelligence, Social Determinants Of Health, Home Health Care, Generative AI, Business Process Improvement
状态：新您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, AWS SageMaker, CI/CD, Data Management, Cloud Deployment, Model Evaluation, Data Preprocessing, Machine Learning, Automation, Data Pipelines, Continuous Monitoring
您将获得的技能: Flask (Web Framework), Web Development, Web Applications, Application Development, Web Development Tools, Object-Relational Mapping, Back-End Web Development, Software Development, Database Management, Python Programming, Computer Programming
状态：免费试用Microsoft
您将获得的技能: 模型评估, 深度学习, MLOps（机器学习 Operator）, 负责任的人工智能, 模型部署, 机器学习, 微软 Azure, 应用机器学习, 数据科学, 人工智能和机器学习（AI/ML）, 预测建模, 数据库, 数据预处理
状态：新状态：免费试用您将获得的技能: Responsible AI, Data Ethics, Organizational Strategy, Artificial Intelligence, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Ethics, Business Management, Technology Roadmaps, Ethical Standards And Conduct, Data Governance, Enterprise Architecture, Scalability, Risk Mitigation
状态：新状态：预览您将获得的技能: Object Oriented Programming (OOP), JSON, Python Programming, Debugging, Data Structures, Red Hat Enterprise Linux, Computer Programming, Statistical Programming, Web Development, Scripting, Scripting Languages, Development Environment, Text Mining, Software Installation
您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
状态：免费试用Rice University
您将获得的技能: 数据导入/导出, 脚本, 数据操作, 数据分析, 数据存储, Python 程序设计, 数据结构, 文件输入/输出
状态：免费试用MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis
状态：预览Deep Teaching Solutions
您将获得的技能: Learning Strategies, Lifelong Learning, Critical Thinking and Problem Solving, Time Management, Cognitive flexibility, Productivity, Growth Mindedness, Stress Management, Self-Awareness, Professional Development
状态：免费试用Arizona State University
您将获得的技能: 设计元素和原则, 语法, 设计策略, 学习管理系统, 创新, 口语理解, 培训培训师, 技术战略, 语言交流技能, 数字教学法, 英语, 语言能力, 词汇, 扫盲, 公开演讲, 语言学习, 口头表达, 教学, 教育软件和技术, 数字扫盲
总之，以下是 10 最受欢迎的 python for machine learning 课程
- 使用 PyTorch 进行深度学习：生成对抗网络: Coursera
- Machine Learning for Healthcare Professionals: Northeastern University
- Learn MLOps for Machine Learning: Pearson
- Create Your First Web App with Python and Flask: Coursera
- 准备 DP-100：Microsoft Azure 数据科学考试: Microsoft
- Align AI: Ethics, Strategy & Excellence: Coursera
- Python Programming with Red Hat: Red Hat
- Create Interactive Dashboards with Streamlit and Python: Coursera
- Python 数据分析: Rice University
- Deep Learning for Object Detection: MathWorks
