Theory of Intelligence
AI ENGINEERING & MLOPS•Model Development•Experimentation•1.2 Experiment Tracking

Introduction

Subtopics: What to Track, Tools (MLflow, W&B) and Reproducibility.

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Introduction

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Discuss theoretical concepts, mathematical formulas, and architectural foundations.

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1.1 Baselines & Model Selection
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1.3 Hyperparameter Search at Scale