Skip to content

Getting Started with AI Engineering

Welcome to the world of AI Engineering! This guide will help you set up your first production-ready AI pipeline.

Prerequisites

  • Basic understanding of Python
  • Familiarity with machine learning concepts
  • Git installed on your system

Step 1: Set Up Your Environment

# Create a new virtual environment
python -m venv ai-venv
source ai-venv/bin/activate  # On Windows: .\ai-venv\Scripts\activate

# Install essential packages
pip install pandas scikit-learn tensorflow torch

Step 2: Create Your First Pipeline

  1. Set up a new project structure
  2. Create a basic data loading module
  3. Implement a simple model training script
  4. Add evaluation metrics

Next Steps