FPGA Courses and Certifications

Databricks

Accelerating Real-Time Video Analytics on a Heterogeneous CPU and FPGA Platform

Explore real-time video analytics acceleration using CPU+FPGA platforms. Learn about performance optimization, latency reduction, and cost-effective solutions for industrial applications like fraud detection and surveillance.

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

Robert Feranec

How to Create Difficult FPGA Designs with CPU, MCU, PCIE

Comprehensive guide to advanced FPGA design techniques, covering processors, microcontrollers, PCIE interfaces, and practical examples with ZYNQ for image processing and Linux implementation.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Online Course

Digi-Key

Introduction to FPGA - RISC-V Softcore Processor

Implement a RISC-V softcore processor on FPGA, build a system-on-chip, and write a C program to control LEDs. Explore open-source processor design and FPGA programming for custom digital logic applications.

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

Digi-Key

Introduction to FPGA - Getting Started with Verilog | Digi-Key Electronics

Learn Verilog for FPGA programming: create digital logic circuits, use continuous assignment statements, work with vectors, and implement a 1-bit full adder on the Lattice iCE40 FPGA.

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

Automated Simulation-Based Flow for Low-Cost FPGA-Accelerated Devices with Zephyr on BeagleV-Fire

Explore FPGA acceleration with Zephyr on BeagleV-Fire: Learn to design custom peripherals, integrate with firmware, and simulate using Renode for efficient low-power, high-performance systems.

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

PyCon US

Building FPGA-based Machine Learning Accelerators in Python

Explore building ML accelerators on affordable FPGAs using Python-based tools. Learn about open-source and proprietary options for FPGA development and the broader silicon landscape.

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

Robert Feranec

How to Implement Ethernet in FPGA - Easy Tutorial

Comprehensive tutorial on implementing Ethernet in FPGA, covering block diagrams, project setup, schematic creation, IP blocks, pin assignments, code synthesis, firmware upload, testing, and Python script integration.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Online Course

PyCon US

Building FPGA-based Machine Learning Accelerators in Python

Explore building affordable FPGA-based ML accelerators using Python tools like PyTorch, ONNX, Migen, and LiteX. Learn about open-source silicon and vendor tools for cost-effective hardware development.

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

USENIX

ACCL+: FPGA-Based Collective Engine for Distributed Applications

Explore ACCL+, an open-source FPGA-based collective communication library for distributed applications, offering portability, multiple protocol support, and user extensibility for enhanced performance.

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

USENIX

Gearbox - A Hierarchical Packet Scheduler for Approximate Weighted Fair Queuing

10 reviews

Hierarchical packet scheduler for approximate weighted fair queuing, offering efficient bandwidth allocation and flow isolation in high-speed networks with low complexity and resource usage.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

NPTEL;  IIT Kharagpur

Embedded Systems Design

9 reviews

Comprehensive exploration of embedded systems design, covering processors, FPGAs, signal processing, Arduino, power management, real-time OS, modeling techniques, and hardware synthesis.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Online Course

Electronic Design Automation and the Resurgence of Chip Design

1 review

Explore electronic design automation's evolution, its impact on chip design, and future trends in semiconductor technology and computing beyond Moore's Law.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Neural Networks on Chip Design from the User Perspective

We will briefly review our past effort on Deep learning Processing Unit (DPU) design on FPGA in Tsinghua and Deephi, and then talk about some features, i.e. interrupt and virtualization, we are trying to introduce into the accelerators from the user's pe…

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

SystemVerilog for Verification Part 1: Fundamentals

2313 ratings at Udemy

Explore SystemVerilog fundamentals for RTL verification, including OOP concepts, constraint random techniques, and layered testbench architecture. Master essential language constructs for effective FPGA design validation.

• Udemy
• 14 hours 16 minutes
• On-Demand
• Paid Course

Verilog for an FPGA Engineer with Xilinx Vivado Design Suite

718 ratings at Udemy

Master Verilog for FPGA design using Xilinx Vivado. Learn RTL programming, hardware debugging, IP integration, and real-world project implementation. Gain skills for RTL engineer interviews and FPGA development.

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