Xilinx Webinar: Introduction to Machine Learning
16 Apr 2020 - 16 Apr 2021
Online, On Demand
Introduction to Machine Learning
The main goal of this webinar is to understand the basics of artificial intelligence and to walk you through the steps of running your own AI application, based on Xilinx AI development flow.
At the end of this webinar, you should be able to answer questions like: What is Machine Learning? What is the difference between Training and Inference Instances? Why is Python so popular? How do I start to develop my own application?
With step-by-step instructions, we will guide you through the incredible adventure of diving into the world of Artificial Intelligence.
Introduction to Artificial Intelligence/Machine Learning/Deep Learning – definitions, area of applications, Neural Network Architectures explanation, examples of implementation
Machine Learning Tools and Frameworks - Basic training design flow, available hardware platforms and tool support, overview of the most popular ML frameworks like TensorFlow and Caffe, data sets for the training, short introduction to Python and core libraries
Machine Learning Inference – Reduced Precision Neural Networks, possible hardware implementations for Edge and Cloud using Xilinx Solutions – Zynq/MPSoC, Alveo, Pynq Project.
Detailed explanation of the Machine Learning Design Flow of Xilinx – DNNDK and Vitis AI
Stan Klinke, Field Application Engineer, EBV Elektronik
Stan Klinke has worked in various positions in the semiconductor industry for more than 20 years.
He gained his experience as an ASIC and FPGA developer while working on projects for consumer and industrial applications.
In addition to various tasks in the field of high-end processing, he focuses in particular on projects in the area of machine learning and artificial intelligence.
NXP Webinar: Machine Learning Discovery Solutions
NXP Semiconductors and EBV Elektronik have the pleasure to invite you for a series of webinars focusing on Machine Learning Technology. Over three days NXP and EBV will guide you through the Machine Learning applications starting from Convolutional Neural Network theory, moving on to some real life applications like Predictive Maintenance in Motor Control applications and turnkey solutions for voice, face and object recognition. All presentations will be held by NXP and EBV Application Engineers.
Renesas Webinar: Embedded Artificial Intelligence / Machine Learning
Presented by EBV, Witekio and Renesas AI/ML Technology Specialists this technical workshop will cover Convolutional Neural Networks Theory , practical embedded design considerations , Renesas e-AI RZ/A2M MPU details, e-AI design flow example and Vehicle Number Plate recognition demo implementation running on the RZ evaluation board.
Xilinx and EBV @ FPGA Europe Digital Conference
The FPGA-Conference Europe focusses on user-oriented, practically applicable solutions that developers can quickly integrate into their own everyday work.