Computer Science Courses and Certifications

NPTEL;  IIT Kharagpur

Deep Learning for Visual Computing

1 rating

Comprehensive exploration of deep learning techniques for visual computing, covering neural networks, autoencoders, and CNNs with hands-on implementations using Python and popular datasets.

• YouTube
• 11 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Introduction to Algorithms and Analysis

1 rating

Comprehensive exploration of algorithmic concepts, from sorting and analysis to advanced data structures and graph algorithms, emphasizing practical implementation and theoretical foundations.

• YouTube
• 1 day 5 hours
• Self-Paced
• Free Video

NPTEL;  IIT Roorkee

Introduction to Cryptology

1 rating

Explore cryptology fundamentals, including ciphers, perfect secrecy, public key systems, and hash functions. Learn algorithms and techniques for secure communication and data protection.

• YouTube
• 10 hours
• Self-Paced
• Free Video

Kaggle

Deep Learning

1 rating

Explore deep learning fundamentals, computer vision, TensorFlow, Keras, transfer learning, and advanced topics like TPUs in this comprehensive introduction to neural networks.

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

Learn Webpack

1 rating

Master Webpack: from basics to advanced concepts, including modules, loaders, plugins, optimization, and multi-entry point setups for efficient web development.

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

Lennart Svensson

Introduction to Transformer Architecture - Complete Video Series

1 rating

Dive into transformer architecture fundamentals through self-attention, encoders, decoders, and applications in NLP tasks like translation and text generation.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

For the Love of Physics

Introduction to Scilab for Numerical Computations

1 rating

Master Scilab programming fundamentals, 2D/3D plotting, differential equations, and physics simulations including particle motion and Magnus effect in under 4 hours.

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

Traversy Media

Flexbox Crash Course

1 rating

Learn CSS Flexbox for efficient space distribution, positioning, and alignment. Covers key concepts and includes a practical layout project for hands-on experience.

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

Khan Academy

Reconciling Thermodynamic and State Definitions of Entropy - Physics

1 rating

Explore the connection between thermodynamic and state definitions of entropy in this mind-blowing, math-focused video. Gain deep insights into entropy as a measure of system states.

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

Weld.com

Ultrasound Non-Destructive Testing Overview for Welding

1 rating

Explore ultrasound non-destructive testing techniques, including shear wave, transducers, and phased array. Learn about scanning methods, certification, and practical applications in welding inspection.

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

The Royal Institution

Quantum Computing in the 21st Century – With David Jamieson

1 rating

Explore quantum technology's potential to revolutionize computing, from Einstein's light quantum to building large-scale devices capable of solving complex problems using single-atom manipulation and quantum mechanics.

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

Nvidia

Grandmaster Series - Building a World-Class ML Model for Melanoma Detection

1 rating

Learn how Kaggle Grandmasters built a world-class ML model for melanoma detection, outperforming average dermatologists. Discover key strategies in model architecture, augmentation, and training for accurate skin lesion classification.

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

CodeHelp - by Babbar

Time and Space Complexity - How to Avoid Time Limit Exceeded

1 rating

Learn time and space complexity concepts to optimize code performance and avoid time limit exceeded errors. Includes practical examples and problem-solving techniques.

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

EGATOR

Build a Responsive Multipage Education-School Website Using HTML, CSS & JavaScript - Complete Tutorial

1 rating

Create a responsive education website with HTML, CSS, and JavaScript. Learn to build a multi-page site with interactive features, animations, and mobile-friendly design.

• YouTube
• 3 hours 10 minutes
• Self-Paced
• Free Video

Tech with Tim

Python Is Weird

1 rating

Explore Python's quirks and lesser-known features, from the walrus operator to string interning, in this engaging tutorial that challenges your understanding of the language.

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