This lab is currently in Beta — content may be updated as we refine the material
LABBEGINNER

Python AI Development Environment

Set up a Python environment for AI development with ML frameworks and LLM clients.

45 minutes
ai-bootcamp
Python AI Development Environment - Platform Engineering Hands-On Lab Icon

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

pythonaidevelopmentenvironmentllm

Part of a Course

This lab is part of the AI Foundations for Infrastructure Engineers course

View All Courses

Choose your plan

Simple, Transparent Pricing

One price, everything included

Monthly Plan

Access all content

$99/month
Save 16%

Quarterly Plan

Save 16% with quarterly billing

$249/quarter

Everything Included in Your Subscription

Content & Learning

  • Access to all courses and bootcamps
  • Video lessons with closed captions
  • Interactive quizzes and assessments
  • Course completion certificates

Hands-On Labs

  • Browser-based cloud labs
  • Pre-configured VMs ready to use
  • Playgrounds for experiments
  • Multi-VM realistic scenarios

AWS Integration

  • Managed AWS Account included
  • Pre-configured environments
  • Real-world cloud scenarios

Support & Community

  • Priority support
  • Active community forum

No Setup Required

  • Everything runs in your browser
  • No software installation needed
  • Automatic environment provisioning
  • Works on any device

Ready to Get Started?

Start this hands-on lab and build real-world Platform Engineering skills

Get Access Now