ITS 365 - Numpy and the KNN algorithm in Python

A very simple Crypto Hash XOR based algorithm in python

Decrypting corrupted ciphers

What makes a secure cryptographic cipher

Simple tensor operations with numpy

OpenSSL encrypt a file, an image, and padding (practical cryptography)

Pillars of Information Assurance for Cryptography

How to frame any machine learning problem into simple parts

100+ Essential Linear Algebra Operations for Deep Learning: A Cheat Sheet and Workbook

Brief Contrast of CNNs and Transfer Learning: LeNet, AlexNet, VGGs, ResNets and more

Residuals - Your own ResNet from Scratch, and Fine-tuning a pre-trained ResNet 18 (In PyTorch)

Cross Entropy and Gradients

GPU issues and CIFAR-10 challenge with PyTorch

Linux and BASH - Mail scripting (part 3)

Linux and BASH miscellaneous scripting (part 2)

Transfer Learning with Torchvision models: AlexNet, ResNet, and more

GANs with fastai and Art Style Transfer with PyTorch

The MSE loss function for machine learning

PyTorch and the CIFAR-10 challenge (part 3)

PyTorch and the CIFAR-10 challenge (part 2)

Generative Adversarial Networks (GANs) from scratch with PyTorch

PyTorch and the CIFAR-10 challenge (part 1)

Linux and the Simple Network Management Protocol (SNMP) - part 3

Training a deep learning model with PyTorch for the Iris dataset (part 2)

Training a deep learning model with PyTorch for the Iris dataset (part 1)