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Bootcamp Live Sessions Blog v2 Preview

Live Sessions

Get Started with AI
Foundations - From Zero to AI Hero
Python Essentials for AI Engineering
Math is the Language of AI
Start Simple - The Power of Linear Models
Essential PyTorch for Real-World Applications
Production-Ready ML Engineering
Understanding Your Data - Data Exploration
Fueling Production AI - Data Validation & Pipelines
Reproducible Training - ML Pipelines & Experiment Tracking
Model Deployment - Creating & Serving APIs
The Generative AI Revolution
AI is Eating the World - the Rise of LLMs
The Art of the Prompt - Write Prompts that Work
Choose the Right LLM - Free vs. Proprietary Models
Lies, Damn Lies and Hallucinations - Evaluating your LLMs
Build AI Products
Sharpen Your AI Toolkit - Memory, Structured Output and Tools
Conversing with AI - Build a Chatbot
Create Knowledge for Your Models - Document Processing
Use External Knowledge - Build a Cache-Augmented Generation (CAG) System
Choosing Your Approach - Workflows vs Agents
Teamwork Makes the Dream Work - Build Agentic Workflow
Thinking and Acting - Build an AI Agent
Connect AI to External Systems - Model Context Protocol

v2 PreviewMonitoring Deployed Models - Performance & Drift

Monitoring Deployed Models - Performance & Drift

Last updated on May 6, 2025

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