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Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
状态：免费试用Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
状态：新状态：免费试用您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
状态：预览Tufts University
您将获得的技能: 统计分析, 概率与统计, 统计, 商业分析, 统计假设检验, Python 程序设计, 分析技能, 统计推理, 技术交流, 定量研究, 微软Excel
状态：免费试用您将获得的技能: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Import/Export, Scripting, Data Manipulation, File Management, Data Validation, Software Installation
状态：免费试用您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
您将获得的技能: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Statistical Visualization, Data Analysis, Python Programming
状态：新状态：预览您将获得的技能: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model
状态：免费试用LearnQuest
您将获得的技能: 机器学习算法, 预测建模, Scikit-learn （机器学习库）, NumPy, 统计假设检验, Python 程序设计, 统计方法, 数据操作, 分类算法, 数据分析, 机器学习, 功能工程, 数据结构, 数据预处理, Pandas（Python 软件包）, 回归分析, 数据科学, 探索性数据分析, 监督学习
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
您将获得的技能: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, NumPy, Statistical Analysis, Python Programming
您将获得的技能: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Statistics, Python Programming
总之，以下是 10 最受欢迎的 python for statistics 课程
- Data Visualization and Modeling in Python: Duke University
- Data Analysis and Visualization with Python: Arizona State University
- Machine Learning with Python & Statistics: EDUCBA
- 用 Python 和 Excel 进行假设检验: Tufts University
- Python for Data Analysis and Automation: Packt
- Data Analysis in Python: Codio
- Python for Data Visualization:Matplotlib & Seaborn(Enhanced): Coursera
- Bayesian Statistics: Excel to Python A/B Testing: EDUCBA
- 数据科学和 Python scikit-learn 简介: LearnQuest
- Visualizing Data & Communicating Results in Python: Codio
