Neural Networks
Topics
Module Introduction
Feature Engineering
Hyperparameter Tuning
Ensemble Learning
Text Mining
eXplainable AI
Neural Networks
Assignments
Resources
Neural Networks
Lab 11 - MNIST using Keras
Lab 12 - CIFAR10 Adversaral Attacks
Neural Networks
Deep learning - a brief look into deep neural networks.
Neural network basis
sklearn's MLP vs PyTorch
Neural Networks
Fundamental concepts in neural networks and deep learning.
Fundamental concepts in neural networks
Neural networks using scikit-learn.
Handout
Presentation
Code Snippets
Lab 11 - MNIST using Keras
A brief description to a resource
A longer descriptions to a resource.
Open
Lab 12 - CIFAR10 Adversaral Attacks
CIFAR10 and Adversaral Attacks
Open
