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, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), Python Programming, Authentications, Object Oriented Programming (OOP), Data Processing, Simulations, Data Management, Probability & Statistics
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: NumPy, Debugging, Pandas (Python Package), Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Preprocessing, Data-oriented programming, Program Development, Numerical Analysis, Critical Thinking
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: 统计假设检验, 探索性数据分析, 数据科学, Matplotlib, 相关性分析, 概率与统计, 概率分布, 统计, 科学可视化, 统计分析, 统计方法, 数据分析, 描述性统计, Pandas(Python 软件包), 概率, Jupyter, 数据可视化, 回归分析
混合 · 课程 · 1-3 个月

您将获得的技能: Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation, Algorithms, Debugging
初级 · 课程 · 1-3 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Python 程序设计, 开发环境, 张力流, 数据结构, 计算机编程工具, 人工智能, NumPy, 编程原则, 数据操作
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Jupyter, NumPy, Performance Tuning, Development Environment, Python Programming, Debugging
混合 · 课程 · 1-3 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Python 程序设计, Matplotlib, 面向对象编程(OOP), Scikit-learn (机器学习库), 张力流, Pandas(Python 软件包), NumPy, 数据操作, 数据可视化, Keras(神经网络库), Seaborn
初级 · 课程 · 1-3 个月

您将获得的技能: Object Oriented Programming (OOP), Computer Programming, Programming Principles, Python Programming, Data Storage, File Management, Computer Science
中级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Development Testing, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Programming Principles, Software Installation, Python Programming, Computer Programming, Computational Thinking, Development Environment
混合 · 课程 · 1-3 个月

Universidad Nacional de Colombia
您将获得的技能: Computational Thinking, Computer Programming, Scripting, Data Import/Export, Logical Reasoning
中级 · 课程 · 1-3 个月