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: 描述性统计, Matplotlib, 数据可视化软件, 统计推理, 概率与统计, Python 程序设计, 统计, 探索性数据分析, 统计分析, 统计可视化, 柱状图, 统计方法, 箱形图, 抽样(统计), Jupyter, NumPy, 数据可视化, 数据分析
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
高级设置 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming
初级 · 专项课程 · 1-3 个月

您将获得的技能: Encryption, Secure Coding, Cryptography, File I/O, Python Programming, Programming Principles, Debugging, Scripting, Data Structures
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation
高级设置 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Scripting, Python Programming, Programming Principles, Development Environment, Virtual Environment
混合 · 课程 · 1-4 周

您将获得的技能: Object Oriented Programming (OOP), Code Review, Microsoft Visual Studio, Development Environment, Maintainability, Integrated Development Environments, Scalability, Programming Principles, Software Development Tools, Python Programming, Debugging
高级设置 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Relational Databases, Data Visualization Software, Databases, MySQL, Database Design, Database Systems, SQL, Database Management Systems, Database Management, Query Languages, Object Oriented Programming (OOP), Data Storage, Data Processing, Web Scraping, Python Programming, Data Collection, Display Devices
混合 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 数据结构, 数据转换, 数据持久性, 数据收集, 应用编程接口 (API), JSON, 数据操作, Python 程序设计, 网页抓取, 数据处理, 还原式 API
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
初级 · 课程 · 1-3 个月

您将获得的技能: Email Automation, Automation, Application Programming Interface (API), Scripting, Python Programming, Web Scraping, Data Import/Export, Data Manipulation
中级 · 课程 · 1-3 个月