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: Animations, Visualization (Computer Graphics), Computer Graphic Techniques, Simulations, Computer Graphics, Python Programming, Game Design, Object Oriented Programming (OOP), Scripting, Algorithms, Development Environment, Data Structures
高级设置 · 课程 · 1-3 个月

您将获得的技能: Test Automation, Test Script Development, Continuous Integration, CI/CD, Software Testing, Test Execution Engine, Test Tools, Test Case, Test Data, Debugging, Maintainability, Quality Assurance
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Performance Tuning, Artificial Intelligence, Maintainability, Performance Testing, Python Programming, Performance Analysis, Code Reusability, Technical Writing, Program Standards
中级 · 课程 · 1-4 周

您将获得的技能: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Computer Programming, Data Import/Export, Data Structures, Python Programming, Data Persistence, Computational Logic, Computer Science, Data Storage, File Management
初级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: Python 编程, 计划发展, 脚本语言, 开发环境, 计算机编程, 编程原则, 脚本, 数据存储, 集成开发环境, 计算机编程工具
初级 · 课程 · 1-4 周

您将获得的技能: Dashboard Creation, Dashboard, Kibana, System Monitoring, Automation, IT Automation, Scripting, Programming Principles, Python Programming, Data Visualization Software, Data Structures
混合 · 课程 · 1-4 周

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Data Visualization, Plot (Graphics), Python Programming, Applied Machine Learning, Model Optimization, Model Training, Data Processing, Pandas (Python Package), Data Wrangling, Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Statistical Machine Learning, Data Manipulation
混合 · 课程 · 1-4 周

Howard University
您将获得的技能: Python 编程, 数据科学, 数据操作, 软件开发工具, NumPy, 数学建模, 数据可视化, 数学软件, 线性代数, 代数, 软件安装, 科学可视化, Jupyter, Git(版本控制系统)
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Fine-tuning, Generative AI, Generative Model Architectures, Prompt Patterns, Responsible AI, Model Deployment, Large Language Modeling, Generative Adversarial Networks (GANs), Data Ethics, Natural Language Processing, Transfer Learning, Artificial Intelligence, Model Training, Python Programming, Model Optimization, Machine Learning, Deep Learning
中级 · 课程 · 1-3 个月

您将获得的技能: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), File Management, Python Programming, Authentications, Simulations, Performance Testing
中级 · 课程 · 1-3 个月

您将获得的技能: Version Control, Test Script Development, Software Versioning, Continuous Integration, File I/O, Test Tools, Continuous Delivery, Functional Testing, Automation, Scripting, UI Components, Code Reusability, Hypertext Markup Language (HTML), Software Design Patterns, Development Environment, Integrated Development Environments, Command-Line Interface, Package and Software Management
初级 · 专项课程 · 3-6 个月