Python AI Development Environment
Set up a Python environment for AI development with ML frameworks and LLM clients.
Lab Overview
In this lab, you'll configure a complete Python development environment for AI work.
You'll learn to:
- Create and manage Python virtual environments
- Install essential ML frameworks (PyTorch, NumPy, Pandas)
- Set up LLM client libraries (OpenAI, Anthropic, LangChain)
- Build a simple LLM client with streaming responses
Prerequisites:
- Basic Python programming knowledge
- Understanding of virtual environments
Key Concepts:
- Python packaging and dependency management
- ML framework installation patterns
- Async programming basics for LLM clients
What You'll Learn
Create isolated Python virtual environments
Install and verify ML framework installations
Configure LLM client libraries
Build a basic LLM client application
Prerequisites
basic-python
command-line-basics
Technologies Covered
Part of a Course
This lab is part of the AI Foundations for Infrastructure Engineers course
View All CoursesChoose your plan
Simple, Transparent Pricing
Unlock full access to TeKanAid courses, labs, and bootcamps
Pro
Course content without labs
Renews automatically. Cancel anytime.
- Full access to all courses
- Progress tracking
- Certificate of completion
- Community access
- Bootcamp participation
- New content access
Premium
Full access with hands-on labs
Renews automatically. Cancel anytime.
- Everything in Pro
- Unlimited hands-on labs
- Lab AI Assistant
- Accelerator bootcamps with live office hours
- Priority support
Prefer a single course?
Purchase individual courses for a one-time fee of $79.00. Full access to course content, quizzes, certificates, and community features — lab access is not included.
Browse CoursesFree Content Available
Explore our platform with free lessons, quizzes, and lab previews. No credit card required to get started. On the courses page, use the Access filter and select Free to find all available free content.
Browse Free ContentReady to Get Started?
Start this hands-on lab and build real-world Platform Engineering skills
Get Access Now