Python and Asyncio for Generative AI Application Engineering
Master Python fundamentals and advanced asynchronous programming with Asyncio to build, optimize, and deploy high-performance Generative AI applications.
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Foundational Python for Gen AI Applications
Unit 1: Python Basics for AI
Hello, Python!
Variables & Operators
Data Structures: Lists
Data Structures: Dicts & Sets
Control Flow & Functions
Unit 2: Structuring Python Applications
Classes & Objects
Error Handling & Debugging
Environments & Packages
Asynchronous Programming with Asyncio for Gen AI
Unit 1: Introduction to Concurrency and Asyncio
Sync vs. Async
Why Asyncio for Gen AI?
Async/Await Basics
Unit 2: Building Blocks of Asyncio
The Event Loop
Coroutines & Tasks
Running Asyncio Programs
Unit 3: Advanced Asyncio Patterns for Gen AI
Gathering Multiple Tasks
Async HTTP Requests