Python Pandas 课程可以帮助您学习数据操作、数据分析和数据 Visualization 技术。您可以掌握处理大型数据集、执行统计分析和数据清洗以获得更好见解的技能。许多课程都会介绍 Jupyter Notebook 和 Matplotlib 等工具,这些工具支持将您的技能应用到实际数据项目中。您还将探索时间系列分析、Data Merging 和使用函数自动执行重复性任务等关键主题,从而提高数据工作流程的效率。

University of Michigan
您将获得的技能: Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Computer Graphics, Computational Logic, Computer Graphic Techniques, Computational Thinking, File I/O, Data Structures, Animations, Image Analysis
★ 5 (7) · 初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Python 编程, 统计方法, 抽样(统计), 概率与统计, 分析, 贝叶斯统计, 统计推理, 统计分析, 统计资料, 统计编程, 数据驱动决策, Jupyter, 统计假设检验, 统计软件
★ 4.6 (936) · 中级 · 课程 · 1-4 周

您将获得的技能: Plot (Graphics), Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability, Python Programming
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Transfer Learning, Natural Language Processing, Tensorflow, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Convolutional Neural Networks
中级 · 课程 · 3-6 个月

您将获得的技能: Python 编程, 软件包和软件管理, 网络抓取, 可维护性, 数据转换, 数据库管理, 数据库, 数据整合, 摘录, 单元测试, 应用编程接口 (API), 数据访问, 编程原则, 数据整理, 数据采集, 集成开发环境, 数据管道, 风格指南
★ 4.6 (848) · 中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Python 编程, 软件工程, 数据科学, 数据操作, 代码重用性, 计算机编程, 编程原则, 功能设计
★ 4.8 (58) · 初级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 恢复性应用程序接口, Python 编程, 对象关系映射, 合作, 网络开发, 硒(软件), JavaScript 框架, 安全 Code, 云应用, HTML 和 CSS, 数据库, 应用安全, 测试工具, 应用编程接口 (API), 网络应用, 前端网络开发, 后端网站开发, 网络开发工具, 云部署, Flask (Web 框架), 安全编码
★ 3.9 (25) · 初级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Object Oriented Programming (OOP), Programming Principles, Computational Thinking, Code Reusability, Python Programming, Computer Programming, Development Environment, Computational Logic, Integrated Development Environments, System Software, Software Installation, Functional Design
★ 3.3 (10) · 初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Scripting, Scripting Languages, Python Programming, Computer Programming Tools, Devops Tools, Software Development Tools, Data Structures, Programming Principles, Code Reusability, Program Development
★ 4.4 (31) · 中级 · 指导项目 · 不超过 2 小时

EDUCBA
您将获得的技能: Web Frameworks, Authentications, Application Frameworks, Web Applications, Web Development, Maintainability, Unit Testing, Authorization (Computing), Development Testing, Functional Testing, Application Security, Configuration Management
★ 4.7 (21) · 高级设置 · 课程 · 1-3 个月

Duke University
您将获得的技能: Web Scraping, Extensible Markup Language (XML), Web Development Tools, Scripting, Hypertext Markup Language (HTML), Web Applications, Python Programming
★ 3.1 (19) · 中级 · 指导项目 · 不超过 2 小时