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：预览University of Michigan
您将获得的技能: File I/O, Data Structures, Scripting, Scripting Languages, Python Programming, Data Processing, Data Storage Technologies, Data Manipulation, Development Environment, Software Installation
状态：预览Johns Hopkins University
您将获得的技能: 微积分, 数值分析, 积分微积分, 制图, 应用数学, Python 程序设计, 数学软件, 衍生产品, 编程原则, 高等数学, 数学建模
Duke University
您将获得的技能: Web Scraping, Extensible Markup Language (XML), Web Development Tools, HTML and CSS, Unstructured Data, Web Applications, Python Programming
状态：免费试用Università di Napoli Federico II
您将获得的技能: Object Oriented Programming (OOP), Python Programming, Computer Programming, Scripting Languages, Programming Principles, Data Management, Functional Design, Debugging, Database Management, File Management, Databases
状态：免费试用Scrimba
您将获得的技能: Python Programming, Programming Principles, Data Structures, Computer Programming, Computational Thinking, Web Development Tools, Web Development, Software Engineering
状态：免费试用EDHEC Business School
您将获得的技能: 社交网络分析, 网络分析, 财务分析, 非结构化数据, Machine Learning 方法, 数据可视化软件, 文本挖掘, 数据分析, 消费者行为, Python 程序设计, 资产管理, 网页抓取, 金融市场, 投资, 金融建模, 预测建模, 金融报表
状态：免费试用Scrimba
您将获得的技能: Object Oriented Programming (OOP), File I/O, Python Programming, Data Structures, Computer Programming, Scripting, Software Engineering, Performance Tuning, Web Development, Debugging, Random Forest Algorithm, Web Development Tools
状态：免费试用您将获得的技能: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Supply Chain Management, Demand Planning, Presentations, Data Visualization, Supply Chain Systems, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Improvement, Data Management, Data Lakes, Predictive Analytics, Forecasting, Data Analysis, Data Analysis Software, Real Time Data, Problem Solving
状态：免费试用您将获得的技能: Scripting, Object Oriented Programming (OOP), Data Structures, Scripting Languages, Python Programming, Maintainability, Programming Principles, Development Environment, Software Installation, Virtual Environment
状态：免费试用Duke University
您将获得的技能: Climate Change Mitigation, Climate Change Adaptation, Environment, Sustainable Development, Physical Science, Environmental Science, Social Impact, Environmental Policy, Trend Analysis, Data Collection
状态：免费试用LearnQuest
您将获得的技能: 无监督学习, Scikit-learn （机器学习库）, 监督学习, 降维, 分类算法, 机器学习, Python 程序设计, 数据清理, 应用机器学习, 随机森林算法, 预测建模, 数据预处理, 人工神经网络, 数据转换
状态：免费试用Imperial College London
您将获得的技能: 概率分布, 统计, 抽样（统计）, 数据导入/导出, 描述性统计, 数据扫盲, 公共卫生, 分析技能, 数据分析, 统计推理, 统计假设检验, R 语言程序设计（中文版）, R（软件）
总之，以下是 10 最受欢迎的 python data science 课程
- Python بُنى بيانات: University of Michigan
- 使用 Python 的应用微积分: Johns Hopkins University
- Web Scraping with Python: Duke University
- Python: Istruzioni per l’uso: Università di Napoli Federico II
- Learn Python: 2: Scrimba
- 利用 Python 和机器学习技术替代数据集进行资产管理: EDHEC Business School
- Learn Python: 3: Scrimba
- Unilever Supply Chain Data Analyst: Unilever
- Python Scripting Training: EDUCBA
- Climate Science for Everyone: Duke University
