Deep Learning Workshop - Connect to your intuition​

Tel Aviv School of AI
Tel Aviv School of AI
Public group

Kibbutzim College

Mordechai Namir Rd 149 · Tel Aviv-Yafo

How to find us

GiveAndTech.org.il #circleofresponsibility

Location image of event venue

Details

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Registration is only through this link: https://giveandtech.org.il/deep-learning-workshop-connect-your-intuition/
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Workshop brief
Lots of buzzwords, lots of unicorns, but we will make it practical and lead you in your first steps to the magical place of data science, specifically, deep learning. We will talk a bit about the theory behind it, but mostly, we will demonstrate the variety of common techniques and usages. You will acquire the fundamental knowledge and tools to implement deep learning architecture by yourself.

What
5 sessions that are meant to change to help you learn the skill set of deep learning and develop your AI intuition.

When
We will meet 5 times, on Fridays between 9:00 to 14:00 (14.02, 21.02, 28.02, 06.03, 13.03)

Who
- Dr Eyal Gruss - AI/Machine Learning/Deep Learning advisor and consultant
- Tamir Nave - Algorithms Expert as a Freelance: Deep learning, Computer Vision
- Peter Naftaliev - AI Entrepreneur and Consultant at Abelians. Blog: 2d3d.ai
- Maoz Tamir CTO - AI Factory
- Yechiel Amsaelm - Senior data scientist at AT&T
- Ron Weiner VP R&D at Aivf, Co-founder & CEO of Give & Tech

Who can join us?
The workshop is for anyone who has programming skills (preferably some knowledge of python), logic orientation, and an outstanding will to learn.
In the workshop, we will use python, tensorflow and keras.
This is a complex topic, you should work hard and be very focused during those weeks ^_^

Schedule
Session 1
AI Overview - Maoz Tamir
Machine learning basics - Yechiel Amsalem

Session 2
A shallow introduction to deep learning - Dr. Eyal Gruss
Build the first Neural Network - Eyal Gruss
Deep Learning for computer vision - Eyal Gruss

Session 3
Image classification - Maoz Tamir
Object Detection - Maoz Tamir
Object segmentation - Maoz Tamir

Session 4
3D generation using deep learning - Peter Naftaliev
Limitations and possible solutions - Peter Naftaliev
Siamese network as small data solutions - Ron Weiner

Session 5
Introduction to GAN - Tamir Nave
Open talk with the lecturers
Meeting the nonprofit organizations

This workshop was created by Give & Tech (Formally Tech4Charity) Non-Profit organization: GiveAndTech.org.il
This is a non-profit workshop which donates all of the proceeds to Shelter diary (Rishon Loves Animals), Mechubarim Plus, קמות מההריסות.

Click here for registration & full details >>>
https://giveandtech.org.il/deep-learning-workshop-connect-your-intuition/

*** DUE TO THE CHARITY CHARACTERISTIC OF THE WORKSHOP, THERE IS A NON-REFUND POLICY***
*** THE EVENT WILL BE HELD IN HEBREW***
*** THE TICKET THAT YOU CHOOSE REPRESENTS THE AMOUNT OF THE DONATION THAT YOU GIVE ***
*** ONE TICKET == ENTRANCE TO ALL OF THE 5 SESSIONS ***