Computer Science Courses and Certifications

Derek Banas

Susy Framework Tutorial - Building Web Grid Systems

Learn to build responsive web grid frameworks with Susy, covering installation, configuration, and practical implementation for headers, galleries, and content bars.

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

Derek Banas

Create a WordPress Theme from Scratch

Learn to build a custom WordPress theme from scratch, covering essential steps and best practices for theme development.

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

Derek Banas

Creating a WordPress Theme - From Blank to Dynamic

Comprehensive guide to building a custom WordPress theme, covering setup, menus, sidebars, dynamic content, and advanced features for a personalized website.

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

International Centre for Theoretical Sciences

Perturbation Methods for Nonlinear PDEs - Lecture 1

Explore perturbation methods for nonlinear PDEs, focusing on adapting linear equation techniques. Learn unified approaches through examples from cold atoms, water waves, and atmospheric science.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

Adrian Twarog

Turning a Figma Design into a Real Website Using HTML and CSS

Learn to transform Figma designs into functional websites using HTML and CSS, focusing on practical techniques and real-world application with Tailwind CSS in VS Code.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Adrian Twarog

Bootstrap Portfolio Website Tutorial - Bootstrap 5

Learn to create a professional portfolio website using Bootstrap 5, covering navigation, header, experience, skills, work examples, and about sections in this step-by-step tutorial.

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

Adrian Twarog

Mobile First Web Design Tutorial

Learn mobile-first web design through a practical tutorial, covering HTML, CSS, and Flexbox to create a responsive UI based on a Figma design.

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

Adrian Twarog

Convert Adobe XD to Responsive HTML and CSS Website

Learn to transform Adobe XD designs into responsive HTML and CSS websites, with practical implementation of UI/UX concepts, animations, and WordPress integration for a complete web development experience.

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

FollowAndrew

HTML Tables Tutorial with CSS Styling - Crash Course

Comprehensive tutorial on HTML tables, covering basic structure, advanced features like spans and alignment, and practical application with CSS styling for professional-looking tables.

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

Kevin Powell

Animated Glowing Border - Easy to Customize CSS Effect

Learn to create a customizable animated glowing border effect using CSS and SVG, inspired by a Dribbble design. Includes variations and optimization tips.

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

Nicholas Renotte

Bringing Old Images Back to Life with DeOldify AI and Python

Learn to recolor black and white images using DeOldify AI and Python in this beginner-friendly tutorial. Covers setup, implementation, and showcases impressive results.

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

Yannic Kilcher

Descending Through a Crowded Valley - Benchmarking Deep Learning Optimizers

Comprehensive analysis of popular deep learning optimizers, comparing performance across tasks and providing evidence-based recommendations for algorithm selection and parameter tuning.

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

Yannic Kilcher

Training More Effective Learned Optimizers, and Using Them to Train Themselves - Paper Explained

Explores a novel approach to machine learning optimization using neural networks, discussing its architecture, training process, and potential to revolutionize model training through self-improvement and generalization.

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

FollowAndrew

Responsive Web Design Tutorial

Create a responsive web design using CSS grid and media queries, covering HTML5 and CSS from scratch without frameworks. Learn wireframing, layout techniques, and mobile optimization.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Colt Steele

The CSS Units You Should Use - Em, Rem, %, Vh, Vw, and More

Comprehensive guide to essential CSS units, exploring em, rem, %, vh, vw, and more. Learn when and how to use each for responsive and flexible web design.

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