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。

您将获得的技能: Object Oriented Programming (OOP), Jupyter, Computer Programming, Python Programming, Simulation and Simulation Software, Electronics Engineering, Simulations, Programming Principles
初级 · 指导项目 · 不超过 2 小时
您将获得的技能: Matplotlib, Plot (Graphics), Data Visualization Software, Jupyter, Interactive Data Visualization, Scatter Plots, Histogram, Box Plots, Animations, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Linux, Scripting, Linux Administration, Operating System Administration, Data Persistence, Shell Script, Unix Shell, Systems Administration, IT Automation, Command-Line Interface, Cloud Hosting, Object-Relational Mapping, YAML, Python Programming, File Transfer Protocol (FTP), Network Administration, OS Process Management, File Management
混合 · 课程 · 1-3 个月
您将获得的技能: GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS, Python Programming
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 应用编程接口 (API), 自动化, Python 程序设计, 脚本语言, 脚本, 计算思维, 编程原则, 计算机编程, 数据清理
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
攻读学位
中级 · 课程 · 1-3 个月

JetBrains
您将获得的技能: Integrated Development Environments, Python Programming, File I/O
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Feature Engineering, Supervised Learning, Exploratory Data Analysis, Classification Algorithms, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Pandas (Python Package), NumPy, Data Cleansing
混合 · 课程 · 1-4 周

您将获得的技能: Data Structures, Python Programming, Algorithms, Data Manipulation, Computational Thinking, Programming Principles, Data Processing, Data Dictionary, Computer Programming
混合 · 课程 · 1-4 周

您将获得的技能: Data Structures, Scripting, Python Programming, Programming Principles, Development Environment, Virtual Environment
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Algorithm, Matplotlib, 数据导入/导出, Python 程序设计, 图论, 预测分析, 网络分析, Pandas(Python 软件包), 无监督学习, 社交网络分析, 分析, 数据分析
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Databases, Data Visualization Software, Object Oriented Design, Web Scraping, Creative Design, Data Science, Scatter Plots, Data Structures, Programming Principles, File I/O, Integrated Development Environments, Software Visualization, Python Programming, Computer Programming, Program Development, Diversity and Inclusion
中级 · 专项课程 · 3-6 个月