Python 统计课程
Python 统计课程可以帮助您学习数据分析、假设检验、回归分析和概率分布。您可以培养数据 Visualization、统计建模和解释结果的技能，从而做出明智的决策。许多课程都会介绍一些工具，如用于数据操作的 Pandas、用于数值计算的 NumPy 和用于创建数据 Visualization 的 Matplotlib，所有这些都支持有效地应用统计技术。
热门 Python 统计课程和认证
状态：免费试用您将获得的技能: Python 程序设计, JSON, Pandas（Python 软件包）, 数据导入/导出, 还原式 API, 面向对象编程（OOP）, 数据操作, 数据结构, 数据分析, 计算机编程, NumPy, 文件输入/输出, 网页抓取, 自动化, Jupyter, 应用编程接口 (API), 编程原则
状态：免费试用University of Michigan
您将获得的技能: 数据可视化软件, 统计方法, Python 程序设计, 概率与统计, 模型评估, 统计推理, 统计建模, 统计假设检验, 回归分析, 统计机器学习, 贝叶斯统计, 统计分析, 统计编程, Matplotlib, 统计, Jupyter, 统计可视化, 抽样（统计）, 统计软件, 数据可视化
状态：新状态：免费试用您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: 概率与统计, Python 程序设计, 财务分析, 模型评估, Pandas（Python 软件包）, 统计推理, 数据导入/导出, 回归分析, 数据操作, 统计分析, 金融交易, 财务数据, 风险分析, 金融建模, Jupyter, 数据可视化
状态：新状态：预览您将获得的技能: Object Oriented Programming (OOP), JSON, Python Programming, Debugging, Data Structures, Red Hat Enterprise Linux, Computer Programming, Statistical Programming, Web Development, Scripting, Scripting Languages, Development Environment, Text Mining, Software Installation
状态：免费试用Corporate Finance Institute
您将获得的技能: Matplotlib, Financial Data, Exploratory Data Analysis, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Python Programming, Data Cleansing, Computer Programming
是什么让您今天来到 Coursera？
状态：免费试用您将获得的技能: Python 程序设计, 模型评估, 数据分析, Pandas（Python 软件包）, 数据导入/导出, Scikit-learn （机器学习库）, 回归分析, 数据预处理, 数据操作, 数据清理, 数据转换, 统计分析, 预测建模, NumPy, 数据科学, Matplotlib, 探索性数据分析, 数据驱动的决策制定, 数据可视化
状态：新状态：免费试用您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Data Validation, Computational Logic, Data Structures
状态：免费试用Universidad Nacional Autónoma de México
您将获得的技能: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Data Analysis, Package and Software Management, Data Science, Python Programming, Jupyter, Data Visualization Software, Big Data, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Ubuntu, Computational Thinking, Mac OS
状态：新状态：免费试用您将获得的技能: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
状态：免费试用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, Jupyter, Classification Algorithms
总之，以下是 10 最受欢迎的 python for statistics 课程
- 用于数据科学、人工智能和开发的 Python: IBM
- 用 Python 进行统计: University of Michigan
- Matplotlib: Python Data Visualization & Wrangling: EDUCBA
- 用于财务分析的 Python 和统计: The Hong Kong University of Science and Technology
- Python Programming with Red Hat: Red Hat
- Python Fundamentals: Corporate Finance Institute
- 使用 Python 进行数据分析: IBM
- Google Data Analysis with Python: Google
- Python: de cero a analista de datos: Universidad Nacional Autónoma de México
- Python for Data Science: Real Projects & Analytics: EDUCBA
