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。

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
中级 · 指导项目 · 不超过 2 小时

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
混合 · 课程 · 1-4 周

Pearson
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
中级 · 课程 · 1-4 周

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
中级 · 指导项目 · 不超过 2 小时

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
中级 · 课程 · 1-3 个月

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
中级 · 指导项目 · 不超过 2 小时

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
中级 · 课程 · 1-4 周

Red Hat
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
中级 · 课程 · 3-6 个月

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
初级 · 课程 · 1-4 周

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
初级 · 课程 · 1-4 周

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
初级 · 课程 · 1-3 个月

您将获得的技能: 生成式人工智能, 数据可视化软件, 分析, Matplotlib, 数据驱动的决策制定, ChatGPT, 数据分析, Pandas(Python 软件包), Python 程序设计, 交互式数据可视化, 仪表板
中级 · 指导项目 · 不超过 2 小时