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：免费试用Fractal Analytics
您将获得的技能: SQL, Python 程序设计, 数据叙事, 数据操作, 模型评估, 功能工程, 数据库设计, 决策, 以人为本的设计, Power BI, 解决问题, 模型部署, 机器学习, 数据展示, 故事板, 批判性思维, 交互式数据可视化, 数据可视化, Data Analysis 表达式（DAX）, 数据整理
状态：新状态：预览JetBrains
您将获得的技能: Integrated Development Environments, File I/O, Software Development Tools, Python Programming, Development Environment, Data Structures, Computer Programming, Programming Principles, Scripting, Code Review, Data Processing, NumPy, Computational Thinking, Software Installation, Numerical Analysis
状态：免费试用University of London
您将获得的技能: 应用数学, 计算机编程, 算术, Network Security, 计算机图形学, 网页设计与开发, 网络安全, Javascript, 计算机系统, 计算思维, 调试, 计算机扫盲, 计算机科学, 解决问题, 普通数学, 计算机编程工具, 计算机网络, 软件开发工具, 网络应用, 开发环境
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 数据操作, 数据分析, 数据叙事, R 语言程序设计（中文版）, 自然语言处理, 模型评估, 机器学习, 分析技能, 预测建模, 数据科学, 数据展示, 数据清理, 探索性数据分析, 数据收集, 数据预处理
状态：免费试用University of California, Irvine
您将获得的技能: 统计分析, 回归分析, 模型评估, 无监督学习, 自然语言处理, 决策树学习, 文本挖掘, 数据战略, 分析, 分析技能, 预测分析, 异常检测, 数据科学, 预测建模, 社交媒体, 商业分析, 数据挖掘, 监督学习, 云计算, 数据伦理
状态：预览MathWorks
您将获得的技能: Data Science, Data Processing, Applied Machine Learning, Machine Learning, Geographic Information Systems, Big Data, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Data Cleansing, Regression Analysis, Classification Algorithms
状态：免费试用您将获得的技能: Rmarkdown, Ggplot2, R (Software), R Programming, Data Analysis, Tidyverse (R Package), Data Visualization, Statistical Programming, Data Visualization Software, Data Cleansing, Data Manipulation, Data Import/Export, Package and Software Management, Data Structures
状态：预览Johns Hopkins University
您将获得的技能: Clinical Trials, Pharmacology, Clinical Research, Psychiatry, Psychotherapy, Research Design, Research Methodologies, Mental Health Therapies, Pharmacotherapy, Clinical Research Ethics, Healthcare Ethics, Research, Psychiatric Assessments, Psychology, Informed Consent, Mental Health Diseases and Disorders, Neurology, Social Studies, Ancient History
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
状态：免费试用KodeKloud
您将获得的技能: Python Programming, Programming Principles, Data Structures, Debugging, Computer Programming, Scripting, Scripting Languages
状态：预览Universidad de los Andes
您将获得的技能: File I/O, Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Algorithms, Computer Programming, Pandas (Python Package), Debugging, Data Manipulation, Integrated Development Environments, Data Structures, Data Analysis, Scripting
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: 财务分析, 统计分析, 数据操作, 回归分析, Python 程序设计, 金融交易, 财务数据, 概率与统计, 模型评估, 统计推理, Pandas（Python 软件包）, 数据导入/导出, 风险分析, 金融建模, 数据可视化, Jupyter
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
- 分形数据科学: Fractal Analytics
- Python from Scratch: Learn by Coding: JetBrains
- 计算机科学与编程入门: University of London
- 数据科学顶点课程: Johns Hopkins University
- 数据科学基础: University of California, Irvine
- Data Science Companion: MathWorks
- Data Analysis with R Programming: Google
- Psychedelic Science and Medicine: Johns Hopkins University
- Master of Science in Data Science: University of Colorado Boulder
- Python for the Absolute Beginner: KodeKloud
