/deep-learning-intro

Introduction to Deep Learning with Python and Keras

Primary LanguageJupyter Notebook

Introduction to Deep Learning

This repository contains Jupyter notebooks for an introductory lecture on machine learning and deep learning using Python, Scikit-learn, and Keras. I discussed the following topics:

  1. Linear regression
  2. Classification
  3. Multilayer perceptrons (simple neural networks)
  4. Convolutional neural networks
  5. Transfer learning with a pre-trained model