Scikit-learn 课程可以帮助您学习数据预处理、模型选择、分类技术和 Regression 分析。您可以掌握评估模型性能、Feature Engineering 和实施机器学习管道的技能。许多课程都会介绍 Jupyter Notebook 和 Python 库等工具,这些工具支持在实际项目中应用这些技能。

University of Western Australia
您将获得的技能: Diversity Awareness, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Workplace inclusivity, Recruitment Strategies, Recruitment, Talent Acquisition, Interviewing Skills, Employee Onboarding, Data Collection, Surveys
初级 · 课程 · 1-4 周

Scrimba
您将获得的技能: Claude Code, Vibe coding, Anthropic Claude, Model Context Protocol, Application Development, Command-Line Interface, Application Design, Programming Principles, Generative AI, Automation, Generative AI Agents, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: Search Engine Optimization, Web Analytics, Semantic Web, Performance Metric, Digital Marketing, Algorithms, Personalized Service, Text Mining, User Feedback, Natural Language Processing, User Research, Data Structures
中级 · 课程 · 3-6 个月

您将获得的技能: Data Preprocessing, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Model Evaluation, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Pandas (Python Package), NumPy
混合 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Algorithms, Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Business Ethics, Ethical Standards And Conduct
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: TypeScript, Web Development Tools, Debugging, Javascript, Integrated Development Environments, Software Development
初级 · 指导项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Interactive Data Visualization, Verbal Communication Skills, Data Science, Machine Learning
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 克服障碍, 社区发展, 自我意识, 多样性意识, 宣传, 规划, 坚持不懈, 社区外联, 行动导向, 增强能力, 社会正义
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Fractal Analytics
您将获得的技能: 生成式人工智能, 调试, 大型语言模型, 计算机编程, 批判性思维, Prompt Engineering, Python 程序设计, 生成模型架构, 面向对象编程(OOP), 语义网, 人工神经网络
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Value Propositions, Social Media Marketing, Social Media Strategy, Strategic Planning, Search Engine Optimization, Competitive Analysis, Business Modeling, Web Analytics and SEO, Business Strategy, Paid media, Content Marketing, Market Analysis, Marketing Strategy and Techniques, Email Marketing, Digital Marketing, Google Ads, Innovation, Product Development, Video Production
攻读学位
初级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Amazon Web Services, AWS Identity and Access Management (IAM), Cloud-Native Computing
混合 · 课程 · 1-4 周