Deep Learning Fundamentals

Deep learning is a subset of machine learning that uses neural networks with multiple layers. Let’s explore the basics.

What is Deep Learning?

Deep learning models learn hierarchical representations of data through multiple processing layers.

Key Concepts

  • Neural Networks: Interconnected nodes inspired by the brain
  • Backpropagation: Learning algorithm for training networks
  • Activation Functions: Non-linear transformations
  • TensorFlow
  • PyTorch
  • Keras

Start your deep learning journey today!