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⚡ Level 3
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Basic Theory
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⚡ Professional
Level 3: Professional
Deep technical understanding of neural networks, model training, optimization, and architecture.
5 Topics
Neural Network Fundamentals
Architecture of neural networks - layers, activation functions, and how learning...
Data to Model
The complete pipeline from raw data to a trained model....
Training & Fine-tuning
How models are trained from scratch and adapted for specific tasks....
Model Optimization
Making models faster, smaller, and cheaper to run....
Model Types & Structures
Different model architectures and their trade-offs....