Computer Science Courses and Certifications

Stanford Seminar - Efficient and Resilient Systems in the Cognitive Era

Explore efficient and resilient systems for cognitive computing, covering swarm intelligence, sensor fusion, hardware optimization, and energy efficiency in the context of IBM's research.

• YouTube
• 1 hour 16 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Online Course

Stanford Seminar - New Golden Age for Computer Architecture - John Hennessy

Explore the evolution of computer architecture, from early IBM systems to modern domain-specific designs, highlighting key innovations and challenges in processor development.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Online Course

Stanford Seminar: Computational Ecosystems

Explore computational ecosystems as integrative solutions for complex challenges, focusing on community-informed planning and developing regulation skills in research environments.

• YouTube
• 58 minutes
• On-Demand
• Free Online 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Online Course

Stanford Seminar - Mostly Missless Memory in the Mill CPU

This is one of the series of talks about the mill architecture. The particular topic discussed here is Cache Access. Ivan Godard attemps to oversimplify and provide an intuitive understanding for people who are not specialists in the field.

• YouTube
• 1 hour 31 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Twintrees, Baxter Permutations, and Floorplans in Computer Science - Lecture 2022

Explore the fascinating connections between twintrees, Baxter permutations, and floorplans in this lecture by renowned computer scientist Don Knuth, revealing unexpected relationships in mathematics and data structures.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video