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。

University of Michigan
您将获得的技能: Algorithm, Python 编程, 网络抓取, 数据分析, 算法, 数据可视化软件, 数据操作, 数据处理, 网络分析和搜索引擎优化, 数据可视化, 数据收集, 数据清理, 数据访问, 脚本, 数据展示, 数据整理
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Linear Algebra, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Statistical Visualization, Pandas (Python Package), Applied Machine Learning, Data Science, Machine Learning, Data Analysis, Python Programming, Model Optimization, Data Manipulation, Classification Algorithms, Programming Principles, Regression Analysis, Data Structures
初级 · 课程 · 1-3 个月

您将获得的技能: Plotly, Dashboard, Plot (Graphics), Pandas (Python Package), Dashboard Creation, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Web Design and Development, Application Development, Data Presentation, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Seaborn, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization, Box Plots, Exploratory Data Analysis, Data Visualization Software, Data Storytelling, Statistical Methods, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Python Programming, Color Theory
初级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Model Training, Classification Algorithms, Machine Learning Algorithms, Data Preprocessing, Natural Language Processing, Machine Learning Methods, Applied Machine Learning, Text Mining, Data Manipulation, Data Cleansing, Computer Programming Tools, Python Programming, Development Environment, Software Development Tools
混合 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Processing, 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, Quality Assurance, Statistical Analysis, Descriptive Statistics, Data Mining
中级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Machine Learning Methods, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Computational Logic, Python Programming, Image Analysis, Data Science, Data Processing, Unstructured Data
混合 · 课程 · 1-4 周

Universidad Nacional de Colombia
您将获得的技能: File I/O, Computational Thinking, Computer Programming, Program Development, Computational Logic, Logical Reasoning
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Python Programming, Computer Programming, Data Science
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Data Validation, Data Cleansing, Scripting, Python Programming, Scripting Languages
中级 · 指导项目 · 不超过 2 小时

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Python 编程, 面向对象编程(OOP), Pandas(Python 软件包), Scikit Learn(机器学习库), NumPy, 数据操作, 张力流, Matplotlib, 人工智能和机器学习(AI/ML), Seaborn, Keras(神经网络库)
初级 · 课程 · 1-3 个月