ByteTrail

Level 18 · Module 64

Deep Learning

A structured module covering the essential ideas of deep learning.

Difficulty
advanced
Published path
7 lessons · 70 min

What you will learn

  • Neural networks
  • Activation functions
  • Backpropagation
  • Gradient descent
  • CNN
  • RNN
  • Transformers
Prerequisites:Machine Learning

Start here

Lessons · 70 min

  1. Neural networksPlanned

    Planned lesson: Neural networks. This lesson has not been written yet.

    10 min · advanced

  2. Activation functionsPlanned

    Planned lesson: Activation functions. This lesson has not been written yet.

    10 min · advanced

  3. BackpropagationPlanned

    Planned lesson: Backpropagation. This lesson has not been written yet.

    10 min · advanced

  4. Gradient descentPlanned

    Planned lesson: Gradient descent. This lesson has not been written yet.

    10 min · advanced

  5. CNNPlanned

    Planned lesson: CNN. This lesson has not been written yet.

    10 min · advanced

  6. RNNPlanned

    Planned lesson: RNN. This lesson has not been written yet.

    10 min · advanced

  7. TransformersPlanned

    Planned lesson: Transformers. This lesson has not been written yet.

    10 min · advanced

What you will cover

Module units

  1. Neural networks

    A planned unit covering Neural networks.

  2. Activation functions

    A planned unit covering Activation functions.

  3. Backpropagation

    A planned unit covering Backpropagation.

  4. Gradient descent

    A planned unit covering Gradient descent.

  5. CNN

    A planned unit covering CNN.

  6. RNN

    A planned unit covering RNN.

  7. Transformers

    A planned unit covering Transformers.