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: Programming Principles, Software Installation, Python Programming, Computer Programming, Computational Thinking, Development Environment
混合 · 课程 · 1-3 个月

您将获得的技能: Programming Principles, Development Environment, Scripting, Scripting Languages, Integrated Development Environments, Software Development Tools, Style Guides
初级 · 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
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 时间序列分析和预测, 数据操作, 机器学习算法, 数据预处理, 机器学习, Pandas(Python 软件包), Scikit-learn (机器学习库), 分类算法, 回归分析, 模型评估, 功能工程, 无监督学习, 应用机器学习, 监督学习, Jupyter, 文本挖掘, 预测建模
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中级 · 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, 数据操作, 数据结构, NumPy, 开发环境, 计算机编程工具, 人工智能, 编程原则, 张力流
初级 · 课程 · 1-3 个月

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

您将获得的技能: Matplotlib, Data Visualization, Seaborn, Logistic Regression, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Machine Learning Algorithms, Python Programming, Supervised Learning, Classification Algorithms, Algorithms
初级 · 指导项目 · 不超过 2 小时

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

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

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, 数据操作, 面向对象编程(OOP), Pandas(Python 软件包), NumPy, Scikit-learn (机器学习库), Keras(神经网络库), Seaborn, 张力流, 数据可视化, Matplotlib
初级 · 课程 · 1-3 个月