Coursera 笔记

IBM

Developing AI Applications with Python and Flask

使用 Python 与 Flask 开发 AI 应用

44 notes · 129 images · 29/31 条官方条目有笔记 · certified

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Module 01

Python Coding Practices and Packaging Concepts

19 / 20 篇
  1. 01IBM Product Spotlight: IBM Bob
  2. 02Introduction to the Course课程介绍
  3. 03Helpful Tips for Completing this Course课程完成的实用技巧
  4. 04Prerequisites and Course Syllabus课程先修条件与大纲
  5. 05Reading: Python with Flask for Large-Scale Projects阅读：用于大型项目的 Flask Python
  6. 06Application Development Lifecycle应用程序开发生命周期 (ADLC)
  7. 07Introduction to Web Applications and APIsWeb 应用程序和 API 简介
  8. 08Demo: Working with an IDECloud IDE 简介
  9. 09Hands-on Lab: Getting Started with IDE动手实验：IDE 入门
  10. 10Python Style Guide and Coding PracticesPython 风格指南和编码实践
  11. 11Reading: Static Code Analysis Resources静态代码分析（资源）
  12. 12Hands-on Lab: Static Code Analysis动手实验：静态代码分析
  13. 13Unit Testing单元测试
  14. 14Hands-on Lab: Practice Session and Assignment on Unit Testing动手实验：单元测试练习与作业
  15. 15Packaging打包
  16. 16Hands-on Lab: Creating a Python Package动手实验：创建 Python 包
  17. 17Module 1 Summary: Python Coding Practices and Packaging Concepts模块 1 总结：Python 编程实践与打包概念
  18. 18Module 1 Practice Quiz: Python Coding Practices and Packaging Concepts模块 1 练习测验：Python 编程实践和打包概念
  19. 19Module 1 Cheatsheet: Python Coding Practices and Packaging Concepts模块 1 速查表：Python 编程实践和打包概念
  20. 20Module 1 Graded Quiz: Python Coding Practices and Packaging Concepts模块 1 评分测验：Python 编程实践与打包概念
Module 02

Web App Deployment using Flask

17 篇
  1. 01Python Libraries and Frameworks for Application DevelopmentPython 库与框架在应用程序开发中的应用
  2. 02Introduction to FlaskFlask 简介：轻量级 Web 框架
  3. 03Deploying Web Apps using Flask使用 Flask 部署 Web 应用程序
  4. 04Reading: Decorators in Flask阅读：Flask 中的装饰器
  5. 05Flask - Basic Applications and Routes基础应用与路由
  6. 06Hands-on Lab: Get Started with Flask Basics动手实验：Flask 基础入门
  7. 07Request and Response Objects – Using GET and POST Modes请求与响应对象
  8. 08Dynamic Routes动态路由
  9. 09Error Handling错误处理
  10. 10Hands-on Lab: Building an API with Flask: Route Creation, Error Handling, and HTTP Requests动手实验：使用 Flask 构建 API：路由创建、错误处理和 HTTP 请求
  11. 11Hands-on Lab: Building and Deploying a Web App using Flask App动手实验：使用 Flask 构建和部署 Web 应用
  12. 12CRUD Operations using Additional Features in Flask在 Flask 中使用附加功能进行 CRUD 操作
  13. 13Hands-on Lab: Exploring Additional Features Flask动手实验：探索 Flask 的附加功能
  14. 14Module 2 Lesson Summary: Web App Deployment using Flask模块 2 课时总结：使用 Flask 部署 Web 应用
  15. 15Module 2 Practice Quiz: Web App Deployment using Flask模块 2 练习测验：使用 Flask 进行 Web 应用部署
  16. 16Module 2 Cheatsheet: Web App Deployment using Flask模块 2 速查表：使用 Flask 进行 Web 应用部署
  17. 17Module 2 Graded Quiz: Web App Deployment using Flask模块 2 评分测验：使用 Flask 进行 Web 应用部署
Module 03

Creating AI Application and Deploy using Flask

8 / 9 篇
  1. 01Practice Project Overview练习项目概述
  2. 02Practice Project: Sentiment Analysis练习项目：情感分析
  3. 03Final Project Overview最终项目概述
  4. 04Final Project: Emotion Detector最终项目：情绪检测器
  5. 05Graded Assignment: Submit Your Work and Grade Your Peers评分作业：提交你的作品并评分你的同伴
  6. 06Module 3 Summary: Creating AI Application and Deploy using Flask模块 3 总结：创建 AI 应用并使用 Flask 进行部署
  7. 07What's Next: Explore IBM Bob
  8. 08Congratulations & Next Steps恭喜及下一步
  9. 09Thanks from the Course Team课程团队感谢