Generative AI for Python Developers by Shaun Wassell

سرفصل های دوره

Introduction

001. Generative AI for Python Developers Introduction

002. Generative AI for Python Developers Introduction

Lesson 1 Generative AI Options for Python Development

001. Learning objectives

002. 1.1 Set up and work with ChatGPT

003. 1.2 Write basic Python code using ChatGPT

004. 1.3 Get started with Github Copilot

005. 1.4 Learn the basics of navigating Github Copilot

Lesson 2 Writing Basic Scripts with GenAI

001. Learning objectives

002. 2.1 Write basic automation scripts with ChatGPT

003. 2.2 Write basic automation scripts with Github Copilot

004. 2.3 Learn prompt-engineering best practices for writing scripts

005. 2.4 Exercise Write a web-scraping script

006. 2.5 Exercise Load and modify a CSV file

Lesson 3 Using GenAI with Jupyter, Pandas, and More

001. Learning objectives

002. 3.1 Learn the basics of using Generative AI alongside Jupyter

003. 3.2 Use AI to assist with data visualization

004. 3.3 Use AI to assist with data analysis

005. 3.4 Learn prompt-engineering best practices for data science

006. 3.5 Exercise Display data on a graph

007. 3.6 Exercise Clean some data

Lesson 4 Improving Python Web-Development with GenAI

001. Learning objectives

002. 4.1 Build simple Python servers with Generative AI

003. 4.2 Use Generative AI to create templates

004. 4.3 Learn prompt-engineering best practices for web development

005. 4.4 Exercise Create a REST API

006. 4.5 Exercise Create a server for blog articles

Lesson 5 Using GenAI for Test-Driven Development and Documentation

001. Learning objectives

002. 5.1 Write basic tests using Generative AI

003. 5.2 Learn prompt-engineering best practices for Test-Driven Development

004. 5.3 Use Generative AI to help with writing documentation

005. 5.4 Exercise Unit test basic functions

006. 5.5 Exercise Integration test API calls

Summary

001. Generative AI for Python Developers Summary

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تولید کننده: LiveLessons