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 Pennsylvania
您将获得的技能: Python 程序设计, 面向对象编程(OOP), 单元测试, 数据清理, Pandas(Python 软件包), 文件输入/输出, 面向对象设计, 数据结构, 数据分析, 计算机编程, Java, Java 编程, 数据可视化, 数据科学, 编程原则, 应用程序开发, 日蚀(软件), 透视表和图表, 调试, Matplotlib
初级 · 专项课程 · 3-6 个月

Howard University
您将获得的技能: Linear Algebra, NumPy, Applied Mathematics, Algebra, Python Programming, Data Manipulation
混合 · 课程 · 1-4 周

Tufts University
您将获得的技能: Python 程序设计, 统计, 统计假设检验, 概率与统计, 商业分析, 微软Excel, 分析技能, 统计推理, 统计分析, 技术交流, 定量研究
中级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Graph Theory, Python Programming, Data Manipulation, Algorithms, Debugging
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms
高级设置 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Python 程序设计, 面向对象编程(OOP), 数据操作, 数据持久性, 数据库, 数据导入/导出, 数据处理, 脚本, 文件输入/输出, 关系数据库, Pandas(Python 软件包), 面向对象设计, 数据库应用, NumPy, Query 语言, 调试, 数据可视化, Matplotlib
初级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Visualization, Python Programming, Applied Machine Learning, Pandas (Python Package), Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Manipulation, Dimensionality Reduction, Statistical Methods, Data Transformation, Feature Engineering, Unsupervised Learning, Performance Tuning
混合 · 课程 · 1-4 周

您将获得的技能: Selenium (Software), File I/O, Object Oriented Programming (OOP), Test Automation, Web Development Tools, Computer Programming, Scripting, Python Programming, Automation, Scripting Languages, Integrated Development Environments, Debugging
初级 · 课程 · 1-3 个月

您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 1-3 个月

LearnQuest
您将获得的技能: Python 程序设计, 集成开发环境, 脚本, 命令行界面, 开发环境, 计算机编程, 调试, 编程原则
初级 · 课程 · 1-4 周