ML Fundamentals Deep Dive
ExpertUnderstand the machine learning foundations behind modern AI. For those who want to go deeper.
4 hours
6 modules
20 terms
Prerequisites
Complete these paths first: ai-foundations
Modules
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Learning Objectives
- Understand forward and backward passes
- Know how loss functions guide learning
- Grasp gradient-based optimization
What You'll Be Able To Do
- Understand ML at a deeper level
- Read and evaluate ML research
- Make informed architecture decisions
- Debug training and inference issues
Topics Covered
mldeep-learningexperttheory