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。

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, LLM Application, AI Enablement, Human Resources, Management Training And Development, Employee Performance Management, Performance Review, Professional Development, Policy Development, New Hire Orientations, Communication, Communication Planning, Human Development, Recruitment, Interviewing Skills, Talent Recruitment, Policy Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

The Hong Kong University of Science and Technology
您将获得的技能: 微积分, 工程计算, 计算思维, 积分微积分, 几何学, 工程分析, 应用数学, 代数, 微分方程, 线性代数, 工程学, 数学软件, 电磁学, 数值分析, 高等数学, 模拟和模拟软件, 数学建模, 机械工程, Matlab, 有限元方法
初级 · 专项课程 · 3-6 个月

您将获得的技能: Microsoft Power Platform, Microsoft Copilot, Prompt Engineering, Microsoft Power Automate/Flow, Power BI, Microsoft 365, Multimedia, Microsoft PowerPoint, Dashboard, Microsoft Excel, Excel Formulas, Microsoft Word, Data Visualization, No-Code Development, Spreadsheet Software, Collaborative Software, Microsoft Office, Power Apps Component Framework, Presentations, Data Analysis
初级 · 专项课程 · 3-6 个月
École Polytechnique Fédérale de Lausanne
您将获得的技能: 计算机编程, 功能设计, Scala 编程, 计算思维, 单元测试, Algorithm, 集成开发环境, 数据结构, 编程原则, 面向对象编程(OOP)
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, AI Orchestration, AI Workflows, Model Context Protocol, LangChain, Retrieval-Augmented Generation, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Multimodal Prompts, Generative AI, Generative AI Agents, Vector Databases, Generative Model Architectures, OpenAI API, Embeddings, Responsible AI, Software Development
高级设置 · 专业证书 · 3-6 个月

University of California San Diego
您将获得的技能: 计算机编程, 文件管理, Java 编程, Algorithm, C++(编程语言), 数据存储, Java, 数据结构, 编程原则
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, AI Enablement, Strategic Thinking, Generative AI, Analysis
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Business Writing, Constructive Feedback, Teamwork, Conflict Management, Business Correspondence, Business Communication, Recognizing Others, Team Building, Collaboration, Writing, Mediation, Organizational Skills, Concision, Writing and Editing, Interpersonal Communications, Team Motivation, Tactfulness, Performance Management, Staff Management, Grammar
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Classification Algorithms, Probability Distribution
高级设置 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Transformation, Data Manipulation, Classification Algorithms
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
初级 · 专项课程 · 3-6 个月