Computer Architecture Courses and Certifications

NITTTR

Digital Electronics

Explore fundamental concepts of digital circuits, logic gates, Boolean algebra, and electronic systems design in this comprehensive 4-week technical training program.

• Swayam
• 4 weeks
• Self-Paced
• Free Online Course

Computer System Optimizations for ML

Explore system optimization techniques for ML algorithms, covering CNN, LLMs, and GNNs across edge and cloud computing environments. Ideal for advanced students in computer systems and machine learning.

• Swayam
• Self-Paced
• Free Online Course

Embedded Systems and Robotics Fluency

This course will teach you the basics behind embedded systems, including electrical circuits, digital logic, and computer architecture. You will then learn how these pieces combine to create embedded systems, robotics, and autonomous systems.

• Udacity
• 5 hours
• Self-Paced
• Paid Course

Microprocessor and Embedded System Design

Dive into microprocessor architecture, embedded systems, and ARM CPU design, covering computer organization, memory systems, buses, and I/O interfaces with hands-on lab experience.

• XuetangX
• Self-Paced
• Free Online Course

Efficient Architectural Design and Hardware Acceleration

Explore efficient AI model architectures and hardware acceleration techniques for mobile and edge deployment, culminating in a medical diagnostics optimization project.

• Udacity
• 11 hours
• Self-Paced
• Paid Course

Combination Gates and Multiplexers

Master digital signal processing to build advanced embedded system circuits using clocking, combined logic gates, and multiplexers for custom solutions.

• Udacity
• 8 hours
• Self-Paced
• Paid Course

System Design Concepts and Interview Preparation

Comprehensive tutorial on system design concepts, covering scalability, reliability, and architecture. Ideal for interview preparation and understanding real-world applications.

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

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

Deep Learning in the Age of Zen, Vega, and Beyond

Explore deep learning challenges and solutions using AMD's Zen and Vega platforms, focusing on high-performance computing for training and inference in various applications.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Stanford Seminar - Accelerating ML Recommendation with Over a Thousand RISC-V-Tensor Processors

Explore Esperanto's innovative 7nm chip with 1000+ RISC-V processors, designed for efficient ML recommendation. Learn about its architecture, performance, and energy-saving features.

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

Stanford Seminar - Computing with FPGAs - Oskar Mencer

Explore computing with FPGAs, covering system architecture, performance examples, and programming techniques. Learn about stream architectures, arithmetic styles, and application domains for FPGA-based solutions.

• YouTube
• 1 hour
• 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

NPTEL;  IIT Madras

ARM Based Development

Explore ARM-based development, covering architecture, instruction sets, embedded systems, pipelining, memory management, and programming for ARM processors.

• YouTube
• 1 day 21 hours
• Self-Paced
• Free Video

Ben Eater

Conditional Jump Instructions

Learn to implement conditional jump instructions in an 8-bit breadboard computer, enhancing its capabilities for more complex programming and operations.

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

Ben Eater

Reprogramming CPU Microcode With an Arduino

Explore microcode reprogramming using Arduino, covering EEPROM programming, constants definition, and NoOp instructions for enhanced CPU control and customization.

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