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
- Explain what a neural network is and how neurons, layers, and weights work together
- Describe what makes deep learning 'deep' and why depth helps with complex data
- Compare deep learning with traditional machine learning on feature engineering, data, and interpretability
- Identify tasks where deep learning is the right approach
