Sangh0 / DeepLearning-Tutorial

Introduction to Python and Neural Network with Keras and PyTorch for beginners

Introduce Deep Learning Basic with Keras and PyTorch

• step 1. Linear Regression and Classification with Scikit-Learn

  • Gradient Descent using only numpy package

• Step 2. Multi Layer Perceptron with MNIST dataset

• Step 3. Convolutional Neural Network with MNIST dataset

• Step 4. Methods to avoid Over-Fitting Problem

• Step 5. Implement VGG16 model for classification