AI for Python Application Development (AIPAD) - Lab Topology
Lab Topology
- SCM Option #1 - Getting Started with GitHub
- SCM Option #2 - Getting Started with GitLab
- Intro to Google Bard
- Generating a Python script from scratch
- Generating a Python API SDK Client with AI
- Testing code generated by AI
- Fixing broken and incomplete Python projects with AI
- Intro to ChatGPT
- Generating a web application with ChatGPT (Flask)
- Adding new features to an existing web application (Django)
- Building scripts that crawl the web with AI (Selenium)
- SQL Databases and AI (SQLite)
- ChatGPT and Jupyter Notebook
- Transforming datasets with AI (Pandas)
- Google Bard and Visualization (MatPlotLib)
- Intro to IBM Watson
- AI Chatbot Planning and Development
- AI Chatbot Deployment and Operation
- Improving Python Pipelines and Workflows with AI
- Containerizing your Python App with AI
- Business Case Use #1 - Closing Open Tickets with AI
- Business Case Use #2 - Using AI to fix Python Security Holes
- Exploring OpenSource LLMs