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。

Coursera
您将获得的技能: Jupyter, Microsoft Excel, Spreadsheet Software, Project Schedules, Data Import/Export, Data Visualization Software, Python Programming, Email Automation, Data Literacy, Data Structures, Data Manipulation
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Storytelling, Data Visualization, Matplotlib, Plotly, Scientific Visualization, Seaborn, Exploratory Data Analysis
中级 · 课程 · 1-4 周

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
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Program Development, Debugging, Python Programming, Computer Programming, Computational Logic, Game Design, Interactive Design, Design and Product, Algorithms, Computer Science
初级 · 课程 · 1-4 周

您将获得的技能: Bash (Scripting Language), Shell Script, Linux, Scripting, Linux Commands, Linux Administration, Unix Shell, Operating System Administration, Data Persistence, Unix Commands, Systems Administration, Command-Line Interface, IT Automation, Unix, Cloud Hosting, Object-Relational Mapping, YAML, Python Programming, File Transfer Protocol (FTP), Automation
初级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: Python 程序设计, 脚本, 开发环境, 命令行界面, 调试, 集成开发环境, 计算机编程, 编程原则
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Animation and Game Design, Visualization (Computer Graphics), Generative AI, Simulations, Computer Graphics, Python Programming, Creative Design, Object Oriented Programming (OOP), Algorithms, Data Structures
高级设置 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: SQL, Relational Databases, Database Management, Databases, Database Design, Data Visualization, Object Oriented Programming (OOP), Data Processing, Data Modeling, Data Manipulation, Python Programming, Data Structures, Application Programming Interface (API)
混合 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Python 程序设计, 软件测试, 集装箱化, 测试自动化, 开发环境, 脚本, Docker (软件), 持续集成, Devops, 集成测试, 网页抓取, 硒(软件), 软件包和软件管理, IT 自动化, 单元测试
初级 · 课程 · 1-4 周

Howard University
您将获得的技能: Python 程序设计, 数学建模, 数据科学, 应用数学, 数据操作, 软件安装, 线性代数, Git(版本控制系统), Jupyter, NumPy, 数据可视化
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 1-3 个月

您将获得的技能: User Interface (UI), Design Thinking, UI Components, Software Design, Usability, Event-Driven Programming, Maintainability, Integrated Development Environments, User Interface (UI) Design, Payment Systems, Interactive Design, Application Design, MySQL, Jupyter, Database Application, Development Environment, Application Development, Python Programming, Transaction Processing, Microsoft Windows
初级 · 专项课程 · 1-3 个月