Python 数据科学课程可以帮助您学习数据操作、统计分析、机器学习和数据 Visualization。您可以培养使用 Python 编程、使用 Pandas 和 NumPy 等库以及应用算法解决实际问题的技能。许多课程都会介绍一些工具,如用于交互式编码的 Jupyter Notebook、用于创建可视化的 Matplotlib 和用于实现机器学习模型的 Scikit-learn 等,所有这些工具都能提高您分析和解释复杂数据集的能力。

University of Illinois Urbana-Champaign
您将获得的技能: Nutritional Assessment, Predictive Analytics, Maternal Health, Machine Learning, Diagnostic Tests, Food and Beverage, Health Systems, Operating Cost, Nutrition and Diet, Market Dynamics, Water Resources, Food Safety and Sanitation, Manufacturing and Production, Behavioral Economics, Business Economics, Environment, Molecular Biology, Production Management, Consumer Behaviour, Molecular, Cellular, and Microbiology
中级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: Intellectual Property, Research, Research Methodologies, Personal Development, Research Design, Research and Design, Curiosity, Science and Research, Problem Solving, Persistence, Persuasive Communication, Time Management, Student Engagement, Goal Setting, Journals, Communication, Ethical Standards And Conduct, Strategic Thinking, Decision Making, Safety and Security
初级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Vue.JS, Application Deployment, JavaScript Frameworks, Application Design, User Interface (UI), Frontend Performance, Web Analytics and SEO, Android Development, Server Side, Data Management
中级 · 课程 · 1-4 周

Automatic Data Processing, Inc. (ADP)
您将获得的技能: Job Evaluation, Compensation Analysis, Compensation Strategy, Compensation Management, Job Analysis, Compensation and Benefits, Payroll, Human Resource Strategy, Performance Review, Data Visualization, Benchmarking, Data Analysis, Market Analysis, Diversity and Inclusion
初级 · 课程 · 1-4 周

您将获得的技能: C++ (Programming Language), Application Development, Computer Programming, Programming Principles, File I/O
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Command-Line Interface, Linux Commands, Linux, Unix Commands, File Management, Linux Administration, File Systems
中级 · 指导项目 · 不超过 2 小时

The Hong Kong University of Science and Technology
您将获得的技能: 微积分, 数学软件, 模拟和模拟软件, 工程分析, 微分方程, 数值分析, 应用数学, 数学建模, 有限元方法, 高等数学, Matlab, 机械工程
中级 · 课程 · 1-4 周

Scrimba
您将获得的技能: User Interface (UI) Design, Color Theory, Typography, Web Design, Design, Usability, HTML and CSS, Design Elements And Principles, Layout Design
中级 · 课程 · 1-4 周

您将获得的技能: Vector Databases, AI Personalization, Web Development, Web Applications, HTML and CSS, Prompt Engineering, Natural Language Processing, Javascript, Database Management, LLM Application, Real Time Data
中级 · 指导项目 · 不超过 2 小时

Yale University
您将获得的技能: Environmental Science, Environmental Issue, Sustainable Development, Intercultural Competence, Culture, Ethical Standards And Conduct, Cultural Diversity, Liberal Arts, Social Justice, Advocacy
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: A/B 测试, 营销分析, 工艺优化, 网络分析和 SEO, 关键绩效指标 (KPI), 绩效衡量, 营销策略, 销售, 性能指标, 改善客户体验, 数字化营销, 移动安全, 营销, 网络应用, 营销效果
初级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Ajax, jQuery, JSON, Extensible Markup Language (XML), Web Applications, Javascript, Web Services, Event-Driven Programming, HTML and CSS
中级 · 课程 · 1-4 周