Module 1

Python Fundamentals for AI

Master modern Python features, essential libraries, and development tools for building production-ready AI applications. Learn Python 3.12+, async programming, and modern package management.

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🎯 Learning Objectives

By the end of this module, you will:

Chapters

01

Modern Python Features for AI

Explore Python 3.12+ features that make AI development faster and more robust. Learn flexible f-strings for prompt engineering, advanced type hints, and performance improvements.

⏱️ 25 minutes 📖 1,800 words
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02

Essential Libraries for AI Builders

Master the must-have Python libraries: requests for API calls, Pydantic for data validation, dotenv for configuration, and modern tools like uv for package management.

⏱️ 30 minutes 📖 2,100 words
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03

Working with JSON & Data Structures

Learn to confidently handle JSON data from LLM APIs. Master parsing, validation, error handling, and working with complex nested structures.

⏱️ 30 minutes 📖 2,000 words
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04

Virtual Environments & Package Management

Set up professional Python projects with virtual environments. Learn venv basics and master modern tools like uv and ruff for dependency management and code quality.

⏱️ 25 minutes 📖 1,700 words
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05

Async Programming for AI APIs

Build high-performance AI applications with asyncio and aiohttp. Learn to make concurrent API calls, handle streaming responses, and optimize for speed.

⏱️ 35 minutes 📖 2,400 words
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🔬 Hands-On Lab

Build a Multi-LLM API Client

Build a production-ready Python application that interacts with multiple LLM providers (OpenAI, Anthropic, Groq) using modern async patterns. Implement error handling, rate limiting, and response validation.

What you'll build:

Duration: 3-4 hours | Stack: Python 3.12+, asyncio, aiohttp, Pydantic, uv

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📝 Module Quiz

Test your understanding with 15 questions covering modern Python features, essential libraries, JSON handling, package management, and async programming. You need 70% or higher to pass.

Quiz Details:
• 15 questions (multiple choice, code analysis, practical scenarios)
• 70% passing score (11/15 correct)
• Instant feedback with detailed explanations
• Unlimited retakes
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