Introduction to Machine Learning | EBV Elektronik

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Introduction to Machine Learning

01 Oct 2019 - 01 Oct 2019

Germany, Donaueschingen, Der Öschberghof, Golfplatz 1, 78166 Donaueschingen


Introduction to Machine Learning

presented by EBV Elektronik & Xilinx 


The main goal for this seminar is to understand the basics of Artificial Intelligence and to walk you through the steps to run your own AI application, based on an Ultra96 development board.

At the end of the seminar, 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? 

All these questions and many more will be addressed by applying what you learning in practical exercises.

We will guide you with step-by-step instructions through the incredible adventure when diving into the world of Artificial Intelligence.

Presentation language: German

Agenda


08:30 - 09:00 Welcome & Registration

09:00 - 10:30

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, overview of the most popular ML frameworks and data sets for training, short introduction         to Python and core libraries

10:30 - 11:00 Coffee break

11:00 - 12:00

Machine Learning Inference – Reduced Precision Neural Networks, possible hardware implementations, Machine Learning Suite

12:00 - 13:00 Buffet-style Lunch break 

13:00 - 14:30 

Workshop using Ultra96 Board and Xilinx DNNDK flow

Hand-on using the trained data from Caffe or TensorFlow framework and inference implementation on the MPSoC using Deep Neural Network Design Kit and Vivado flow. After that session, each participant will be able to run a trained ML model on the Xilinx MPSoC.

14:30 - 15:00 Coffee break

15:00 - 16:30 

Workshop continued 

16:30 - 17:00 

Wrap Up and Q&A Session

17:00 End

This Seminar is free of charge.

Register now

Introduction to Machine Learning | EBV Elektronik

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