Algorithm Python 课程可以帮助您学习排序算法、搜索算法以及树和图等数据结构。您可以培养解决问题、优化代码效率以及在实际应用中实施算法的技能。许多课程都会介绍 Jupyter Notebook 等工具以及 NumPy 和 Pandas 等库,它们支持在数据分析和人工智能项目中应用算法。

Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Data Storytelling, Statistical Visualization, Site Reliability Engineering, Docker (Software), Databricks, Containerization, Interactive Data Visualization, Plot (Graphics), Plotly, Data Pipelines, Matplotlib, Kubernetes, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Python 程序设计, 脚本, 编程原则, 计算机编程, 功能设计, 脚本语言, 软件工程, 数据科学
初级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Object Oriented Programming (OOP), Programming Principles, Computational Thinking, Application Development, Python Programming, Computer Programming, Development Environment, Integrated Development Environments, Software Design, Software Installation
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Interactive Data Visualization, Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Computer Graphics, Computational Logic, Software Design, Computer Programming, Computational Thinking, File I/O, Data Structures, Animations
初级 · 课程 · 1-3 个月
Codio
您将获得的技能: Matplotlib, Text Mining, GitHub, Large Language Modeling, Django (Web Framework), Git (Version Control System), Package and Software Management, Platform As A Service (PaaS), Plot (Graphics), Application Deployment, Natural Language Processing, Data Visualization Software, Unit Testing, Cloud Deployment, Jupyter, Database Development, Data Processing, Virtual Environment, Dependency Analysis, Python Programming
中级 · 专项课程 · 1-3 个月

Board Infinity
您将获得的技能: Object Oriented Programming (OOP), Python Programming, Programming Principles, File Management, Data Structures, Computer Programming, Algorithms, Data Management
初级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: Selenium (Software), Test Tools, Debugging, Software Testing, Unit Testing, Test Automation, UI Components, Browser Compatibility, Web Applications, Test Script Development, Test Case, Scripting, Development Environment, Python Programming, Software Installation
初级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Programming Principles, Databases, Game Design, Development Environment, Data Science, Web Applications, Animation and Game Design, Application Frameworks, Scripting, Scripting Languages, Software Design Patterns, Functional Design, Data Validation
中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: File I/O, Data Structures, Data Processing, Data Analysis Software, Data Manipulation, Python Programming, Development Environment, Software Installation
混合 · 课程 · 1-3 个月

Codio
您将获得的技能: Go (Programming Language), Object Oriented Programming (OOP), Web Services, Web Frameworks, Debugging, Python Programming, Restful API, Dependency Analysis, Performance Tuning, Software Engineering
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data Transformation, Data Cleansing, Data Preprocessing, Data Presentation, Plot (Graphics), Data Visualization Software, Statistical Analysis, Seaborn, NumPy, Python Programming
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Python 程序设计, 交互式数据可视化, 数据可视化软件, 图论, 模型评估, Pandas(Python 软件包), 社交网络分析, 数据预处理, 自然语言处理, 监督学习, 文本挖掘, 数据操作, 科学可视化, 功能工程, 网络分析, 应用机器学习, NumPy, 可视化(计算机制图), Matplotlib, 数据可视化
中级 · 专项课程 · 3-6 个月