ML/AI Essentials for Hardware Engineers - This foundational course provides hardware engineers, FPGA designers, and embedded software engineers with the machine learning and deep learning knowledge required to participate effectively in AI… FPGA Authority is an Altera® certified trainer that provides in-depth, technically detailed instruction covering the complete FPGA and SoC design process. Training spans RTL hardware design, embedded… Agilex™ 3 FPGA C-Series Agilex™ 5 FPGA D-Series Agilex™ 5 FPGA E-Series Agilex™ 7 FPGA F-Series Agilex™ 7 FPGA I-Series Agilex™ 7 FPGA M-Series Agilex™ 9 FPGA Direct RF-Series Arria® 10 Bare Die Arria® 10 GT FPGA Arria® 10 GX FPGA Arria® 10 SX FPGA Arria® V GT FPGA Arria® V GX FPGA Arria® V GZ FPGA Arria® V ST FPGA Arria® V SX FPGA Cyclone® 10 GX FPGA Cyclone® 10 LP FPGA Cyclone® IV E FPGA Cyclone® IV GX FPGA Cyclone® V E FPGA Cyclone® V GT FPGA Cyclone® V GX FPGA Cyclone® V SE FPGA Cyclone® V ST FPGA Cyclone® V SX FPGA MAX® 10 FPGA Stratix® 10 AX FPGA Stratix® 10 Bare Die Stratix® 10 GX FPGA Stratix® 10 SX FPGA Stratix® 10 TX FPGA Stratix® IV GX FPGA This foundational course provides hardware engineers, FPGA designers, and embedded software engineers with the machine learning and deep learning knowledge required to participate effectively in AI hardware acceleration projects. Starting from first principles of supervised learning and progressing through convolutional neural networks, Transformer architectures, quantization mathematics, and the end to end model development and deployment lifecycle, participants build the vocabulary and intuition needed to engage in hardware focused AI work. The presentation material is complimented with hands on lab exercises. Concepts are reinforced through examples such as; parameter counts, FLOP budgets, memory bandwidth demands, and precision tradeoffs so that students leave ready to engage directly with Altera AI Suite and HLS based accelerator development. Access Aerospace ASIC Proto Broadcast Consumer Data Center Cloud (Public, Private, Hybrid) Data Center OEM (IHV, ISV, SI, VAR) Defense Government Industrial Medical Test Transportation Wireless ML/AI Essentials for Hardware Engineers Key Features Offering Brief No No No No Agilex™ 3 FPGA C-Series Agilex™ 5 FPGA D-Series Agilex™ 5 FPGA E-Series Agilex™ 7 FPGA F-Series Agilex™ 7 FPGA I-Series Agilex™ 7 FPGA M-Series Agilex™ 9 FPGA Direct RF-Series Arria® 10 Bare Die Arria® 10 GT FPGA Arria® 10 GX FPGA Arria® 10 SX FPGA Arria® V GT FPGA Arria® V GX FPGA Arria® V GZ FPGA Arria® V ST FPGA Arria® V SX FPGA Cyclone® 10 GX FPGA Cyclone® 10 LP FPGA Cyclone® IV E FPGA Cyclone® IV GX FPGA Cyclone® V E FPGA Cyclone® V GT FPGA Cyclone® V GX FPGA Cyclone® V SE FPGA Cyclone® V ST FPGA Cyclone® V SX FPGA MAX® 10 FPGA Stratix® 10 AX FPGA Stratix® 10 Bare Die Stratix® 10 GX FPGA Stratix® 10 SX FPGA Stratix® 10 TX FPGA Stratix® IV GX FPGA 2 Days No No English Offering Brief Production Windows,Linux a1JUi000009bD7ZMAU Python 3 programming, basic linear algebra, basic calculus, digital logic fundamentals and some experience with Linux command line. No prior machine learning experience required. Hardware and Software Engineers, FPGA Designers, Verification Engineers, System Architects What's Included PDF of slides, lab manual and lab files where applicable Ordering Information ML/AI Essentials for Hardware Engineers a1JUi000009bD7ZMAU Production EDA Tools / IDE Education / Training a1MUi00000GbNhBMAV a1MUi00000GbNhBMAV Member 2026-07-16T20:49:07.000+0000 This foundational course provides hardware engineers, FPGA designers, and embedded software engineers with the machine learning and deep learning knowledge required to participate effectively in AI hardware acceleration projects. Partner Solutions