Cryptography applications related to malware and denial of service attacks Instructor: Ricardo A. Calix, Ph.D.
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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)