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。

Duke University
您将获得的技能: Scalability, Performance Analysis, Simulations, Algorithms, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Architecture, Software Engineering
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming
初级 · 指导项目 · 不超过 2 小时
University of Toronto
您将获得的技能: Algorithm, 文件输入/输出, 计划发展, Python 程序设计, 计算机编程, 数据结构, 软件文档, 集成开发环境, 开发环境, 编程原则, 调试
初级 · 课程 · 1-3 个月

您将获得的技能: File I/O, File Systems, Command-Line Interface, Operating Systems, Python Programming, Scripting, User Interface (UI), Data Import/Export, Data Structures, Simulations
混合 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Database Management, Query Languages, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Collection, Data Structures
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 统计建模, Python 程序设计, 贝叶斯统计, 统计分析, 统计机器学习, 统计推理, 预测建模, 统计编程, 数据可视化软件, 统计方法, 逻辑回归, 回归分析, Jupyter, 统计软件, 模型评估
中级 · 课程 · 1-4 周

您将获得的技能: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Pseudocode, Data Manipulation, Debugging
混合 · 课程 · 1-4 周

您将获得的技能: Design Thinking, Usability, User Interface (UI) Design, UI Components, Interactive Design, Application Design, Python Programming, Application Development, Event-Driven Programming
混合 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: Thermal Management, Plot (Graphics), Engineering Analysis, HVAC, Simulations, Engineering Calculations, Visualization (Computer Graphics), Python Programming, NumPy
中级 · 课程 · 1-3 个月

您将获得的技能: Object Oriented Programming (OOP), File I/O, Software Development, Automation, Data Structures, Programming Principles, Maintainability, Python Programming, Debugging, JSON
混合 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Brute-force attacks, Cryptography, Encryption, Python Programming, Scripting, User Interface (UI), Statistical Programming, UI Components, Application Development
混合 · 课程 · 1-4 周