AI & Machine Learning / Beginner

Neural Network Foundations

Understand layers, activation functions and the training loop with a numerical example.

What you’ll be able to do

• Calculate a simple neuron output
• Explain gradient-based training
• Distinguish training performance from generalisation

Your learning path

1. 01From inputs to an output2 min
2. 02Follow the training loop2 min
3. 03Choose and evaluate an architecture2 min
4. ✓Final knowledge check75% to pass