AWS Certified AI Practitioner

Neural Networks and Deep Learning

Understand what a neural network is, what makes deep learning 'deep,' and how deep learning differs from traditional machine learning on feature engineering, data needs, and interpretability.

Beginner 16 minutes 4 Learning Objectives
  1. Explain what a neural network is and how neurons, layers, and weights work together
  2. Describe what makes deep learning 'deep' and why depth helps with complex data
  3. Compare deep learning with traditional machine learning on feature engineering, data, and interpretability
  4. Identify tasks where deep learning is the right approach