Custom Training with Linear, Neural Network and Deep Neural Network models#

[Video] - Introduction - Jun 16, 2022

[Video] - Introduction to Linear Models - Jun 16, 2022

[Video] - Reading the Data - Jun 16, 2022

[Video] - Implementing Linear Models for Image Classification - Jun 16, 2022

[Video] - Lab Introduction - Classifying Images with a Linear Model - Jun 16, 2022

[Lab] - Classifying Images with a Linear Model

  • classifying_images_with_a_linear_model - lab, sol

[Video] - Neural Networks and Deep Neural Networks for Image Classification - Jun 16, 2022

[Video] - Lab Introduction - Classifying Images with a NN and DNN Model - Jun 16, 2022

[Lab] - Classifying Images with a NN and DNN Model

  • classifying_images_with_a_nn_and_dnn_model - lab, sol

[Video] - Deep Neural Networks with Dropout and Batch Normalization - Jun 16, 2022

[Video] - Lab Introduction - Classifying Images using Dropout and Batchnorm Layer - Jun 16, 2022

[Lab] - Classifying Images using Dropout and Batchnorm Layer

  • classifying_images_using_dropout_and_batchnorm_layer - lab, sol

[Doc] - Readings