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探索 Python 数据分析课程目录
状态：免费试用University of Michigan
您将获得的技能: NumPy, Debugging, Pandas (Python Package), Statistics, Data Analysis, Descriptive Statistics, Data-oriented programming, Data Processing, Maintainability, Numerical Analysis, Critical Thinking, Technical Support
状态：免费试用Duke University
您将获得的技能: 集成开发环境, 数据导入/导出, 数据操作, 数据结构, Python 程序设计, 软件开发工具, Git（版本控制系统）, Pandas（Python 软件包）, 虚拟环境, 版本控制, 开发环境, NumPy, 数据分析软件
状态：免费试用DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Jupyter, Python Programming, Regression Analysis, Forecasting
状态：免费试用您将获得的技能: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, R (Software), Statistical Hypothesis Testing, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, Data Import/Export, R Programming, Python Programming
状态：新状态：免费试用University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Data Processing, Anomaly Detection, Machine Learning Methods, Data Science, Supervised Learning, Machine Learning, Data Analysis, Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Probability Distribution
状态：免费试用Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Snowflake Schema, Data Storytelling, Site Reliability Engineering, Docker (Software), Databricks, Containerization, Interactive Data Visualization, Plotly, Data Pipelines, Kubernetes, Matplotlib, Dashboard, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
状态：免费试用Arizona State University
您将获得的技能: Matplotlib, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, File Management, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
状态：免费试用Fractal Analytics
您将获得的技能: 概率与统计, 探索性数据分析, 数据清理, 数据转换, Pandas（Python 软件包）, 数据分析, 数据操作, 统计, 功能工程, 数据处理, 数据科学, Python 程序设计, Jupyter, 应用机器学习, 数据可视化, 统计分析
状态：免费试用University of Michigan
您将获得的技能: 概率与统计, 数据清理, 数据导入/导出, Pandas（Python 软件包）, 数据分析, 数据操作, NumPy, Python 程序设计, 编程原则, 数据科学, Jupyter, 透视表和图表, 统计分析
状态：免费试用University of California San Diego
您将获得的技能: 验证和确认, 机器学习, 交互式数据可视化, 监督学习, 应用程序部署, 数据操作, 机器学习算法, Python 程序设计, Flask（网络框架）, 数据处理, 功能工程, 预测建模, 网页抓取, 应用机器学习, 预测分析, 数据可视化软件, 数据可视化, Scikit-learn （机器学习库）, 数据验证, 设计思维
状态：免费试用您将获得的技能: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Storage Technologies, Data Storage, Scripting, Data Manipulation, File Management, Software Installation
状态：免费试用University of Michigan
您将获得的技能: 概率与统计, 统计方法, 探索性数据分析, 数据分析, 统计推理, 抽样（统计）, Matplotlib, NumPy, 统计, 数据可视化软件, Python 程序设计, 描述性统计, Jupyter, 箱形图, 数据可视化, 柱状图, 统计可视化, 统计分析
总之，以下是 10 最受欢迎的 python for data analysis 课程
- Data-Oriented Python Programming and Debugging: University of Michigan
- 数据工程 Python 和 Pandas: Duke University
- Python for Data Analytics: DeepLearning.AI
- Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
- More Applied Data Science with Python: University of Michigan
- Applied Python Data Engineering: Duke University
- Data Analysis and Visualization with Python: Arizona State University
- 适用于数据科学的 Python: Fractal Analytics
- Python 中的数据科学导论: University of Michigan
- 用于预测分析的 Python 数据产品: University of California San Diego
