Computer Science Courses and Certifications

Stanford Lecture - Don Knuth - "A Conjecture That Had To Be True"

Donald Knuth explores a fascinating problem in combinatorial geometry, presenting an intriguing formula and its unexpected universal application, showcasing the beauty of mathematical discovery.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Petascale Deep Learning on a Single Chip

Innovative deep learning processor architecture for improved efficiency and performance, featuring strategies to reduce data movement and enhance scalability for next-generation models.

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

Generalized Reversible Computing and the Unconventional Computing Landscape

Explores unconventional computing approaches, focusing on reversible computing as a potential solution to increase energy efficiency and performance beyond conventional CMOS technology limits.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning

Explore NVIDIA GPU's evolution from gaming to deep learning, covering key architectures and applications in supercomputing, data centers, and autonomous vehicles.

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

Stanford Seminar - Beyond Floating Point - Next Generation Computer Arithmetic

Exploring posits as a superior alternative to IEEE 754 floats, offering larger dynamic range, higher accuracy, and simpler implementation for next-generation computer arithmetic.

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

The Analysis of Algorithms - 2015 Recreation of 1969 Lecture

Explore the foundations of algorithm analysis with legendary computer scientist Donald Knuth as he recreates his inaugural Stanford lecture from 1969.

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

Advanced Machine Learning & Data Analysis Projects Bootcamp

247 ratings at Udemy

Build projects like a text summarizer! Learn object localization, image recognition and structuring data with pandas

• Udemy
• 20 hours 34 minutes
• Self-Paced
• Paid Course

Estimating ML-models Financial Impact

Discover how to translate machine learning model performance into concrete financial results and business value through estimation techniques, A/B testing, and risk assessment.

• XuetangX
• Self-Paced
• Free Online Course

Quantum Computing A-Z

247 ratings at Udemy

Learn Quantum Algorithms, Quantum Machine Learning, Quantum Information Theory, Quantum Error Correction & More!

• Udemy
• 9 hours 13 minutes
• Self-Paced
• Paid Course

Juniper JNCIA-DevOps - JN0-223 Automation Complete Course

247 ratings at Udemy

A complete course that will get you ready to pass the JNCIA-DevOps exam and learn to automate Junos network devices!

• Udemy
• 8 hours 38 minutes
• Self-Paced
• Paid Course

CSS and CSS3 For Absolute Beginners

246 ratings at Udemy

Learn the fundamentals of CSS and CSS3 for web development through hands-on tutorials, covering basic building blocks and essential techniques for creating stylish and responsive websites.

• Udemy
• 5 hours 9 minutes
• Self-Paced
• Paid Course

Small Language Models (SLMs): Private AI, Edge & Strategy

245 ratings at Udemy

Compare SLMs vs LLMs. Understand Offline AI, Privacy, Quantization & Pruning. Evaluate models like Llama 3 or Gemma

• Udemy
• 2 hours 44 minutes
• Self-Paced
• Paid Course

Master Deep Learning for Computer Vision in TensorFlow[2025]

244 ratings at Udemy

Use ConvNets & Vision Transformers to build projects in Image classification,generation,segmentation & Object detection

• Udemy
• 1 day 13 hours 47 minutes
• Self-Paced
• Paid Course

Certified Blockchain Solutions Architect (CBSA)

244 ratings at Udemy

Master blockchain architecture fundamentals and prepare for the CBSA certification with comprehensive coverage of terminology, systems, use cases, and exam objectives for both public and permissioned implementations.

• Udemy
• 5 hours 17 minutes
• Self-Paced
• Paid Course

Expand your CSS knowledge by learning SCSS syntax, nesting, functions, and more in this course!

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available