Machine Learning & Data Mining Workshop (16. November - 03. December 2020)
In the context of an international project funded by DAAD, Notre-Dame University (NDU), Le cnam Liban (ISSAE-Cnam Liban), University of Balamand (UOB) and Hochschule Bonn-Rhein-Sieg University of Applied Sciences (H-BRS, Germany) are offering the students of the three Lebanese partners training in the field of AI and Machine Learning.
Target group
Senior undergraduate and graduate students with interest in AI and computing Application until November 1, 2020 Please send your participation request by email to your institutional contact:
- For NDU students: HFarhat@ndu.edu.lb
- For ISSAE-Cnam Liban: Pascal.Fares@isae.edu.lb
- For UOB: Walid.Karam@balamand.edu.lb
- For all other requests: international@inf.h-brs.de
The Instructors
Dr. Hikmat Farhat, NDU Dr. Pascal Fares, ISSAE-Cnam Liban Dr. Walid Karam, UOB Dr. Rainer Herpers, H-BRS Dr. Marco Hülsmann, H-BRS
Tentative Schedule
| Date | Instructor | Title |
|---|---|---|
| November 19/5-8 | Hikmat Farhat | Introduction and Logistic Regression |
| Shallow Network | ||
| Deep Network and Backpropagation | ||
| Practice | ||
| November 21/5-8 | Hikmat Farhat | Automatic differentiation with Tensorlfow |
| Movie reviews using Keras | ||
| Keras function API and callbacks | ||
| Practice | ||
| November 24/5-8 | Hikmat Farhat | Convolution Networks in Keras |
| Detecting emotions(including your own) using Keras | ||
| Multiple inputs/outputs in Keras | ||
| Practice | ||
| November 26/5-8 | Hikmat Farhat | Recurrent Networks |
| Autoencoders | ||
| Generative Adversarial Networks |