Python 课程可以帮助您学习编程基础、数据分析、网络开发和自动化技术。您可以掌握编写 Cleaning 代码、调试以及使用 Pandas 和 NumPy 等库进行数据处理的技能。许多课程还介绍了用于网络应用的 Flask 和 Django 等框架,以及用于交互式编码和可视化的 Jupyter Notebook 等工具。这些技能和工具对于解决数据科学、软件开发和人工智能方面的项目至关重要。

University of California San Diego
您将获得的技能: Algorithm, 生物信息学, 生物学, 分子生物学, 算法, 数据分析软件, 微生物学, Python 编程
中级 · 课程 · 1-3 个月
您将获得的技能: Version Control, GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Object-Relational Mapping, Development Environment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Database Management, Virtual Environment, Program Development, HTML and CSS, Python Programming
中级 · 课程 · 1-4 周
École Polytechnique Fédérale de Lausanne
您将获得的技能: 功能设计, 性能调整, 应用设计, Java, 编程原则, 事件驱动编程, 功能测试, Scala 编程, 其他编程语言, 软件设计模式, 数据结构
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Token Optimization, LLM Application, Tool Calling, OpenAI API, OpenAI, Anthropic Claude, Large Language Modeling, Authentications, Generative AI, Code Review, Maintainability, AI Workflows, AI Integrations, Command-Line Interface, Application Programming Interface (API), Software Documentation, Key Management
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Mathematical Software, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization
初级 · 课程 · 1-4 周

您将获得的技能: Bash (Scripting Language), Shell Script, Linux, Scripting, Linux Commands, Linux Administration, Unix Shell, Scripting Languages, Operating System Administration, Data Persistence, Systems Administration, Command-Line Interface, IT Automation, Software Installation, Data Store, Linux Servers, Cloud Hosting, Object-Relational Mapping, YAML, Automation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Application Programming Interface (API), AI Integrations, Restful API, ChatGPT, Generative AI, OpenAI API, JSON, Full-Stack Web Development, Application Deployment, Secure Coding, LLM Application, User Interface (UI), Python Programming, User Interface (UI) Design, Application Development, Back-End Web Development, Debugging
中级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Data Transformation, Data Visualization, Data Store, Web Scraping, Database Management, Creative Design, Scatter Plots, Data Structures, Data Manipulation, Programming Principles, File I/O, Test Case, Python Programming, Computer Programming, Program Development, Diversity and Inclusion
中级 · 专项课程 · 3-6 个月

您将获得的技能: Flask (Web Framework), Application Programming Interface (API), Restful API, Back-End Web Development, Database Management, Bootstrap (Front-End Framework), Object-Relational Mapping, Database Development, Web Applications, SQL, Email Automation, UI Components, Database Design, Application Deployment, Authentications, Front-End Web Development, File Management, Data Migration, User Accounts, Data Validation
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 统计分析, Algorithm, 生物信息学, 流行病学, 计算思维, 生命科学, 生物技术, 机器学习算法, 无监督学习, 分子生物学, 数据分析软件, 算法, 马尔可夫模型, 降维, 传染病, 精准医疗, 统计方法, Python 编程, 微生物学, 应用机器学习
初级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: 统计机器学习, Algorithm, 抽样(统计), 机器学习方法, 概率分布, 无监督学习, 统计建模, 机器学习算法, 非结构化数据, 可扩展性, 算法, 机器学习, 贝叶斯统计, 文本挖掘, 数据挖掘, 分布式计算, 统计推理, 应用机器学习
混合 · 课程 · 1-3 个月

您将获得的技能: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing
高级设置 · 专项课程 · 3-6 个月