Computer Science Courses and Certifications

Computer Science 101

23 ratings

Demystify computers and coding through hands-on experiments. Learn essential concepts like hardware, software, internet, and digital media. Gain practical understanding of computer science fundamentals.

• Coursera
• Not Currently Offered
• Paid Course

Applied Machine Learning in Python

6 ratings

Learn applied machine learning techniques using Python, from clustering to predictive modeling, with a focus on practical implementation and evaluation using scikit-learn.

• Coursera
• 1 day 7 hours 32 minutes
• Self-Paced
• Paid Course

Stanford Seminar - The REX Neo Architecture - An Energy Efficient New Processor Architecture

Explore the innovative REX Neo Architecture, a groundbreaking approach to processor design that prioritizes energy efficiency and computational performance in modern computing systems.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Time Traveling Hardware and Software Systems

Explore time-traveling concepts in hardware and software systems, focusing on parallelism, dependencies, coherence, and concurrency control in modern computing architectures.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Online Course

Dynamic Code Optimization and the NVIDIA Denver Processor

Explore dynamic code optimization and NVIDIA Denver processor architecture, covering pipeline design, performance, and CPU design philosophies in this Stanford seminar.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Applying Theory to Practice and Practice to Theory

Explore the synergy between theoretical concepts and practical applications in computer science, emphasizing collaboration and innovative problem-solving techniques.

• YouTube
• 59 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Instruction Sets Should Be Free- The Case for RISC-V

Explore the case for RISC-V as a free and open instruction set architecture, its benefits, design principles, and potential impact on computing and processor development.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Online Course

Instruction Execution on the Mill CPU

This is one of the series of talks about the mill architecture. The Mill is a family of CPU designs. The Mill has a 10x single-thread power/performance gain over conventional out of order superscalar architectures.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - MIPS Open, Wave Computing

Explore MIPS Open architecture, its components, features, and benefits. Learn about virtualization, multi-threading, and SIMD in this comprehensive seminar on open-source processor technology.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Stanford Seminar - Safe Passwords Made Easy to Use

Explore innovative password security techniques, including passphrases and the Cue-Pin-Select algorithm, to enhance authentication while improving user experience and memorability.

• YouTube
• 53 minutes
• Self-Paced
• Free Online Course

Computational Memory - A Stepping-Stone to Non-Von Neumann Computing?

Explore computational memory as a potential alternative to traditional computing, covering in-memory computing, resistive memory devices, and applications in AI and data processing.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - An Architect's Point of View on Emerging Technologies

Explore emerging technologies in computing from an architect's perspective, covering Moore's Law, scaling challenges, new devices, memories, 3D integration, and architectural simulation tools.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - The Quest for Low Storage Latency Changes Everything

Explore advancements in storage technology, focusing on reducing latency through media and platform improvements, including NVMe, 3D Xpoint, and persistent memory.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Finding the Great Problems

Barbara Liskov discusses her pioneering career in computer science, from early influences to groundbreaking research in programming languages and distributed systems, while reflecting on challenges and ethical considerations in technology.

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

Interfacing with the Arduino

8 ratings

Learn to interface Arduino with sensors and actuators, convert analog/digital signals, use shields and libraries for real-world applications, and connect your IoT device to the Internet.

• Coursera
• 10 hours 54 minutes
• Self-Paced
• Paid Course