Python 数据科学课程
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。
热门 Python 数据科学课程和认证
状态：免费试用University of Colorado Boulder
您将获得的技能: Data Structures, Data Dictionary, Data Manipulation, Data Access, Data Processing, Python Programming
状态：新状态：免费试用您将获得的技能: MongoDB, Data Transformation, Customer Analysis, Data Analysis, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Data Maintenance, Pandas (Python Package), Database Design, Data Validation, Financial Data, Data Import/Export, Database Management, Data Cleansing, Databases, Data Pipelines, Data Access, Query Languages
状态：免费试用University of Colorado Boulder
您将获得的技能: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Data Integration, Software Installation, Programming Principles, Communication
状态：新状态：预览您将获得的技能: Data Storytelling, Plotly, Matplotlib, Exploratory Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Scatter Plots, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
状态：免费试用Microsoft
您将获得的技能: 数据库, 数据库系统, 关系数据库, 数据架构, 数据湖, Power BI, 云服务, MySQL, 数据存储, 数据仓库, 数据库管理员, SQL, NoSQL, Azure 突触分析, 云存储, 数据处理, 数据库管理, 微软 Azure
状态：免费试用MathWorks
您将获得的技能: 数据叙事, 数据操作, 机器学习, 模型评估, Matlab, 功能工程, 数据分析, 数据导入/导出, 数据预处理, 预测建模, 探索性数据分析, 技术交流, 数据科学
状态：免费试用状态：人工智能技能Microsoft
您将获得的技能: 数据操作, 微软Excel, Power BI, 撰写报告, 商业分析, 微软动力平台, 商业智能, 数据库设计, 数据完整性, 数据质量, 数据存储, SQL, 高级分析, 数据分析, 数据仓库, 数据处理, 时间表, 数据收集, 统计报告, 数据可视化
状态：预览Northeastern University
您将获得的技能: Data Storytelling, Data Literacy, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Graphing, Big Data, Programming Principles, Python Programming, NumPy
状态：新状态：免费试用您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Box Plots, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Pandas (Python Package), NumPy
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
状态：新状态：免费试用您将获得的技能: Matplotlib, Data Preprocessing, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Histogram, Data Analysis, Scatter Plots, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Software Installation
状态：预览您将获得的技能: Matplotlib, Plot (Graphics), Statistical Visualization, Data Visualization Software, Interactive Data Visualization, Data Presentation, Scatter Plots, Jupyter, Histogram, Box Plots, Graphing, Computer Programming, Development Environment, Animations
总之，以下是 10 最受欢迎的 python data science 课程
- BiteSize Python for Absolute Beginners: Data Structures: University of Colorado Boulder
- Python NoSQL Data Engineering with MongoDB: EDUCBA
- Expressway to Data Science: R Programming and Tidyverse: University of Colorado Boulder
- Explore and Visualize Data the Python Way: Coursera
- 微软 Azure 数据基础 DP-900 考试准备: Microsoft
- 数据科学项目：真实世界的 MATLAB: MathWorks
- 微软 Power BI 数据分析师: Microsoft
- Data Visualization with Python & R for Engineers: Northeastern University
- Seaborn with Python: Data Visualization for Beginners: EDUCBA
- AI Agents and Agentic AI in Python: Powered by Generative AI: Vanderbilt University
