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: File I/O, Object Oriented Programming (OOP), Debugging, JSON, Program Development, Data Structures, Code Review, Python Programming, Microsoft Visual Studio, Development Environment, Scripting, Maintainability, Integrated Development Environments, Package and Software Management, Authorization (Computing), Programming Principles, Computer Programming, Web Scraping, Application Programming Interface (API), Scalability
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Web Scraping, Extensible Markup Language (XML), HTML and CSS, Web Development, Unstructured Data, Web Applications, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Programming Principles, Computer Programming, Software Design
中级 · 课程 · 1-3 个月

您将获得的技能: Debugging, Program Development, Data Structures, Python Programming, Scripting, Programming Principles, Computer Programming, Scripting Languages
初级 · 课程 · 1-3 个月

您将获得的技能: Cryptography, Encryption, Secure Coding, Cyber Security Assessment, Brute-force attacks, Python Programming, Programming Principles, File I/O, Algorithms, Debugging, Scripting, Data Structures, User Interface (UI), Statistical Programming, UI Components, Application Development, File Management
初级 · 专项课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 无监督学习, Scikit-learn (机器学习库), 监督学习, 分类算法, 数据预处理, 功能工程, Pandas(Python 软件包), 自然语言处理, 文本挖掘, 数据操作
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Python 程序设计, 统计分析, 统计方法, 贝叶斯统计, 抽样(统计), Matplotlib, NumPy, 概率与统计, 统计推理, 统计假设检验, Jupyter
中级 · 课程 · 1-4 周

您将获得的技能: Cryptography, Encryption, Public Key Cryptography Standards (PKCS), Key Management, Application Security, Python Programming, Brute-force attacks, Algorithms, Data Integrity
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Python 程序设计, 文件输入/输出, 数据结构, 编程原则, 功能设计, 数据导入/导出, 调试
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Statistics, Python Programming
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Data Pipelines, Dataflow, Data Processing, Google Cloud Platform, Development Environment, Cloud Development, Cloud Services, Program Development, Software Installation
初级 · 项目 · 不超过 2 小时