Welcome to AI Development
Start building your first AI system with step-by-step instructions covering key concepts and tools.
Fundamentals
First Project
Start Your AI Journey
Define Objectives
Identify business problems and set clear success metrics for your project
python setup.py init-project
Set Up Tools
Install development environments and configure basic infrastructure
npm install -g mlcli
Data Preparation
Collect, clean, and format data according to your model requirements
data-cleaner -i raw/ -o clean/
Recommended Starting Points
Essential Development Tools
Jupyter
Interactive notebooks for experimentation
MLFlow
Experiment tracking and model management
DVC
Data version control system for machine learning