Computer Architecture Courses and Certifications

The Soul of a New Machine - Rethinking the Computer

Explore the vision for a new rack-scale server-side machine, discussing open firmware, RISC-V, and Rust's role in revolutionizing computer architecture beyond traditional PC design.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Dataflow for Convergence of AI and HPC - GroqChip

Explore dataflow history, AI-HPC convergence, and Groq's tensor streaming processor architecture. Learn about stream programming, deterministic execution, and distributed scale-out systems for efficient deep learning computations.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Online Course

Computer Architecture & Organization Part 1 : Cache Memory

451 ratings at Udemy

Master Computer Architecture and Organization as it forms the core of computer science

• Udemy
• 10 hours
• On-Demand
• Paid Course

Computer Organization and Architecture : Scratch to Advance

82 ratings at Udemy

Learn Instruction Pipelining, I/O Modeling, Cache Memory.

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Computer Science 306: Computer Architecture

Comprehensive exploration of computer architecture, covering hardware, data representation, logic circuits, memory, instruction sets, I/O, parallel systems, performance evaluation, and quantum computing.

• Study.com
• 16 hours 24 minutes
• On-Demand
• Paid Course

Robert Feranec

How Does a CPU Work and How to Create Your Own Processor

1 review

Explore CPU functionality and design your own processor in this comprehensive tutorial. Learn about registers, program counters, instruction execution, logic gates, and FPGA implementation.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Online Course

CS301: Computer Architecture

1 review

Explore computer technology, digital logic, processor design, memory systems, and parallel processing in this comprehensive architecture study.

• Saylor Academy
• 48 hours
• On-Demand
• Free Certificate

Artificial Life for Bigger and Safer Computing - C4 Public Lectures

Explore artificial life principles for computer architecture, addressing performance limits and security issues through bottom-up autonomy and ecological robustness in machine design.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Online Course

Explore the fundamentals of computer architecture, including binary numbers and logic gates, to understand how computers function at their core.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Explore Instruction Set Architecture (ISA), the fundamental level of computer design. Learn about CISC and RISC designs and their role in hardware-software communication.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Explore superscalar processors, instruction pipelining, and data-level parallelism techniques like vector processing and GPUs to enhance computational efficiency and throughput.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Explore memory hierarchy and cache functionality through hands-on simulation, covering reads, writes, replacement policies, and associativity in computer architecture.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

javidx9

NES Emulator - CPU 6502 Implementation - Part 2

Build a 6502 CPU emulator in C++, focusing on challenging instructions like ADC and SBC. Includes implementation of addressing modes, arithmetic operations, and a lightweight program analyzer.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Online Course

tinyML

What Can In-memory Computing Deliver and What Are the Barriers - tinyML Summit 2019

Explore in-memory computing's potential and challenges in tinyML, focusing on overcoming the memory wall, tradeoffs, and future developments in charge-domain analog computation.

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

tinyML

Programmable In-Memory Computing Accelerator with 100 SRAM IMC Macros

Explore programmable in-memory computing accelerators for efficient deep neural network processing, featuring 100 SRAM IMC macros and innovative architecture design for improved energy efficiency.

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