cs-video-courses

List of Computer Science courses with video lectures.

cs273a-introduction-to-machine-learning

Introduction to machine learning and data mining How can a machine learn from experience, to become better at a given task? How can we automatically extract knowledge or make sense of massive quantities of data? These are the fundamental questions of machine learning. Machine learning and data mining algorithms use techniques from statistics, optimization, and computer science to create automated systems which can sift through large volumes of data at high speed to make predictions or decisions without human intervention. Machine learning as a field is now incredibly pervasive, with applications from the web (search, advertisements, and suggestions) to national security, from analyzing biochemical interactions to traffic and emissions to astrophysics. Perhaps most famously, the $1M Netflix prize stirred up interest in learning algorithms in professionals, students, and hobbyists alike. This class will familiarize you with a broad cross-section of models and algorithms for machine learning, and prepare you for research or industry application of machine learning techniques. Background We will assume basic familiarity with the concepts of probability and linear algebra. Some programming will be required; we will primarily use Matlab, but no prior experience with Matlab will be assumed. (Most or all code should be Octave compatible, so you may use Octave if you prefer.) Textbook and Reading There is no required textbook for the class. However, useful books on the subject for supplementary reading include Murphy's "Machine Learning: A Probabilistic Perspective", Duda, Hart & Stork, "Pattern Classification", and Hastie, Tibshirani, and Friedman, "The Elements of Statistical Learning".

csc385-2023

csc432-2023

Intro To AI

cve-2021-40444

CVE-2021-40444 PoC

dall-e-mega

dalle-mini

DALL·E Mini - Generate images from a text prompt

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

deepfacelive

Real-time face swap for PC streaming or video calls

desktopassitant

A Virtual Desktop Assistant Written in Python

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

egoventure

First person point and click adventure framework for Godot

entity_spell_system

An entity and spell system c++ godot engine module, for complex (optionally multiplayer) RPGs.

f1sherkk-myroadtoai

Repository for storing and tracking my self-study progress.

face-recognition-using-lbph

facebook-cracker

Facebook Cracker Version 1.0 can crack into Facebook Database 100% without Interruption By Facebook Firewall

fast-docs

fastai_dev

fast.ai early development experiments

follina.py

POC to replicate the full 'Follina' Office RCE vulnerability for testing purposes

freeroamroguelikeracerprototype

A 3D free roam racer in a procedurally generated map

frp

A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.

fsociety-ransomware-mrrobot

This is Jester ransomware like, in Mr Robot movie (coded by Darlene S1E2,3), Please beware warning, after start you can't recover the files (In movie, the private key is not shared). IMPORTANT NOT FULLY STEP COMPLETED

full-blockchain-solidity-course-js

Learn Blockchain, Solidity, and Full Stack Web3 Development with Javascript

fullmetalai

3D Twin Stick Shooter made with Godot

gazetracking

👀 Eye Tracking library easily implementable to your projects

ghost

Turn your audience into a business. Publishing, memberships, subscriptions and newsletters.

git_practice

githubgraduation-2021

Join the GitHub Graduation Yearbook and "walk the stage" on June 5.

godostra

Free cross-platform 3D real-time strategy (RTS) game using godot 3.x