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 Michigan
您将获得的技能: Social Network Analysis, Data Analysis, Python Programming, Probability Distribution
状态：免费试用Tableau Learning Partner
您将获得的技能: 商业智能, 数据建模, 数据管理, Data Management, 电子表格软件, 数据扫盲, 数据架构, 关系数据库, 数据库, 数据质量, 数据基础设施, 数据仓库, Data Governance, 数据完整性, 数据存储, 数据伦理, Tableau 软件, 数据库管理, 数据湖, 摘录
Google Cloud
您将获得的技能: Data Pipelines, Dataflow, Data Processing, Google Cloud Platform, Development Environment, Cloud Development, Cloud Services, Program Development, Software Installation, Computer Programming Tools
状态：免费试用MathWorks
您将获得的技能: 机器学习, 分类算法, 迁移学习, Machine Learning 方法, 卷积神经网络, 计算机视觉, Data Validation, 模型评估, 估算, 深度学习, 医学影像, 数据预处理, 交通流优化, 人工智能和机器学习（AI/ML）, Algorithm, 地理空间信息与技术, Matlab, 图像分析, 机器学习算法
状态：免费试用您将获得的技能: 检索-增强生成, 生成式人工智能, LangChain, LLM 申请, 自然语言处理, Python 程序设计, Prompt Engineering, 拥抱的脸, 网络应用, Flask（网络框架）, 图像分析, OpenAI
状态：免费试用您将获得的技能: Model Evaluation, Data Preprocessing, Feature Engineering, AI Personalization, Applied Machine Learning, Data Science, Machine Learning, Scalability, Data Manipulation, Python Programming, Data Transformation, Pandas (Python Package), Predictive Analytics, Machine Learning Methods, Predictive Modeling, Text Mining, Development Environment, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, NumPy
状态：免费试用Universidad Austral
您将获得的技能: Debugging, Programming Principles, Software Installation, Python Programming, Development Environment, Integrated Development Environments, Scripting Languages, Scripting, Computer Programming
状态：免费试用University of Pennsylvania
您将获得的技能: Matplotlib, 数据结构, Java 编程, 计算机编程, 文件输入/输出, 数据分析, 单元测试, Python 程序设计, 计算机编程工具, 数据科学, 面向对象编程（OOP）, 编程原则, Pandas（Python 软件包）, 调试, Java, 数据清理, 应用程序开发, 面向对象设计, 日蚀（软件）, 数据可视化
状态：免费试用University of Michigan
您将获得的技能: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Databases, Data Visualization Software, Object Oriented Design, Web Scraping, Data Science, Creative Design, Scatter Plots, Data Structures, Programming Principles, File I/O, Integrated Development Environments, Software Visualization, Python Programming, Computer Programming, Program Development, Diversity and Inclusion
状态：免费试用您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
University of California, Davis
您将获得的技能: 计算机编程, 自动化, Python 程序设计, 脚本语言, 脚本, 编程原则, 计算思维, 应用编程接口 (API), 数据清理
状态：免费试用您将获得的技能: GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS, Python Programming
总之，以下是 10 最受欢迎的 python data science 课程
- Network Modeling and Analysis in Python: University of Michigan
- 数据生态系统: Tableau Learning Partner
- Dataflow: Qwik Start - Python: Google Cloud
- 工程与科学计算机视觉: MathWorks
- 用 Python 构建由 AI 驱动的生成式应用程序: IBM
- Mastering Recommendation Systems with Python: EDUCBA
- Introducción a la programación con Python: Universidad Austral
- Python 和 Java 编程入门: University of Pennsylvania
- Creative Coding: Hands-On Python: University of Michigan
- Mastering Machine Learning Algorithms using Python: Packt
