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The University of Edinburgh
您将获得的技能: Python 程序设计, 统计建模, 机器学习, 图论, 自然语言处理, 数据整合, 健康信息学, 网络分析, 生物医学技术, 生物信息学, 图像分析, 精准医疗, 数据伦理, 数据科学, 大数据
状态：免费试用University of Michigan
您将获得的技能: Object Oriented Programming (OOP), Software Design, Program Development, Data Structures, Visualization (Computer Graphics), Graphic and Visual Design, Computer Graphics, Creative Design, Python Programming, Algorithms, Linear Algebra, Simulations, Spatial Analysis
状态：免费试用您将获得的技能: 数据叙事, 数据操作, 描述性统计, 数据可视化软件, Tableau 软件, 统计, 相关性分析, 数据清理, 透视表和图表, SQL, 电子表格软件, 数据分析, 仪表板, 探索性数据分析, 谷歌工作表, 数据可视化
状态：新状态：免费试用您将获得的技能: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Application Programming Interface (API), Relational Databases
状态：新状态：免费试用您将获得的技能: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics
您将获得的技能: Exploratory Data Analysis, Tree Maps, Geographic Information Systems, Plotly, Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Pandas (Python Package)
状态：新状态：免费试用您将获得的技能: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Pseudocode, Data Manipulation, Debugging
状态：免费您将获得的技能: MySQL Workbench, Data-Driven Decision-Making, Exploratory Data Analysis, MySQL, Business Analytics, Data Analysis, Database Design, SQL, Analytical Skills, Data Presentation, Technical Communication, Relational Databases
状态：免费试用Duke University
您将获得的技能: 概率与统计, 统计建模, 统计方法, 统计分析, 同行评审, R 语言程序设计（中文版）, 统计, 概率分布, 抽样（统计）, 数据分析, 贝叶斯统计, 概率, 统计报告, 探索性数据分析, 数据分析软件, 数据可视化, 回归分析, R（软件）, 统计假设检验, 统计推理
状态：免费试用University of Colorado Boulder
您将获得的技能: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Data Integration, Software Installation, Programming Principles, Communication
与 python data science 相关的搜索
总之，以下是 10 最受欢迎的 python data science 课程
- 分层医疗和精准医疗中的数据科学: The University of Edinburgh
- Data Structures for Designers Using Python: University of Michigan
- 使用电子表格和 SQL 进行数据分析: Meta
- Data Science Fundamentals Part 2: Unit 1: Pearson
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- Data Science Fundamentals Part 1: Unit 2: Pearson
- Data Science Fundamentals Part 2: Unit 2: Pearson
- Exploratory vs Confirmatory data analysis using Python: Coursera
- Mastering Python Logic and Data Structures: EDUCBA
- Analyze Data in a Model Car Database with MySQL Workbench: Coursera
