Computer Science Courses and Certifications

Neso Academy

Scheduling Algorithms - Shortest Job First

Explore Shortest Job First scheduling algorithm in operating systems, covering non-preemptive and preemptive approaches, average waiting time calculations, and addressing potential issues.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Neso Academy

Fork and Exec System Calls

Explore fork() and exec() system calls in operating systems, understanding their functionality, implementation, and practical applications in process creation and program execution.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Hussein Nasser

WebSockets Crash Course - Handshake, Use-Cases, Pros & Cons and More

Explore WebSockets: bidirectional communication protocol for real-time web apps. Learn handshake process, use cases, implementation, advantages, and alternatives through practical examples and code demonstrations.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Keith Galli

Comprehensive Python Beautiful Soup Web Scraping Tutorial - Find-Find All, CSS Select, Scrape Table

Learn Python web scraping with Beautiful Soup, covering HTML basics, data extraction techniques, and practical exercises to build real-world skills in parsing and analyzing web content.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Keith Galli

Real-World Python Machine Learning Tutorial With Scikit Learn

Comprehensive Python machine learning tutorial covering sentiment analysis using scikit-learn, from data preparation to model evaluation and optimization, with practical examples using Amazon reviews.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Reinforcement Learning - Full Course Using Python

Comprehensive introduction to reinforcement learning using Python, covering fundamentals, custom environments, and practical projects like Atari games and autonomous driving.

• YouTube
• 3 hours 2 minutes
• Self-Paced
• Free Video

Yannic Kilcher

AlphaTensor by DeepMind Explained

Explore DeepMind's AlphaTensor, a revolutionary AI system that discovers efficient matrix multiplication algorithms, outperforming human-designed methods and advancing computational efficiency across various fields.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Yannic Kilcher

NeRF - Representing Scenes as Neural Radiance Fields for View Synthesis

Explore NeRF, a neural network-based approach for 3D scene representation and novel view synthesis, achieving photorealistic results from sparse input images through volumetric rendering.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Yannic Kilcher

TransCoder - Unsupervised Translation of Programming Languages

Explore unsupervised neural machine translation for code migration between Python, C++, and Java. Learn about shared embeddings, objectives, evaluation, and results of this innovative approach.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Aladdin Persson

PyTorch Image Segmentation Tutorial with U-NET - Everything From Scratch

Learn to implement U-NET for image segmentation from scratch, covering model architecture, dataset preparation, training process, and evaluation techniques in PyTorch.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Aladdin Persson

Pytorch Transformers from Scratch - Attention Is All You Need

Implement Pytorch Transformers from scratch, exploring the "Attention is all you need" paper. Learn attention mechanisms, encoder-decoder architecture, and practical application.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Code with Ania Kubów

Building an Airbnb Clone with Sanity.io and Next.js

Learn to build an AirBnB clone using Sanity.io and Next.js. Covers content management, geolocation, Google Maps API, and React hooks. Gain hands-on experience in full-stack development.

• YouTube
• 2 hours 33 minutes
• Self-Paced
• Free Video

Code with Ania Kubów

Build a Responsive Online Portfolio from Scratch

Learn to create a responsive online portfolio using HTML, CSS, and basic JavaScript. Covers layout, navigation, sections, media queries, and deployment to a custom domain.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Lama Dev

React Booking - Reservation App UI Design for Beginners

Learn to create a React-based hotel booking UI with advanced features like search bars, calendars, and sliders. Master HTML, CSS, and React techniques for building responsive reservation systems.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

Lama Dev

HTML CSS JavaScript E-Commerce Website Tutorial for Beginners

Learn to build and deploy a responsive e-commerce website using HTML, CSS, and JavaScript. Covers navbar, slider, product sections, modals, gallery, footer, and responsive design.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video