Fundamentals of Deep Learning mini workshop

Online event - GDG Kuwait
Sat, Jul 11, 2020, 8:00 PM (GMT+3)

10 RSVP'ed

About this event

Welcome to our newest workshop in the area of Data Science by the expert scientist Dr. Haidar AlMohri (Data Scientist at Siemens Kuwait)

Deep Learning is one of the most highly sought after skills in tech. It is also a new "superpower" that will let you build AI systems that just weren't possible a few years ago. The structure of deep learning model is highly similar to a human brain with large number of neurons and nodes like neurons in human brain thus resulting in artificial neural network. In this workshop, we will cover the fundamentals of neural networks and will learn how deep networks are constructed. You will gain hands-on experience on using deep learning with Keras, which is a cutting-edge library for deep learning in Python.

Tentative agenda

What is a neural network?
Why deep learning?
Logistic regression
Gradient descent
Activation functions
Building blocks of a deep neural network
Backpropagation
Forward propagation
Hands-on experience with Python (Keras)

When

Saturday, Jul 11
8:00 PM - 10:00 PM (+03)

Where

Online event

Organizers

  • Zainab AlMeraj

    Zainab AlMeraj

    Kuwait University

    GDG Organizer

    View Profile
  • Maryam AlMahdi

    Maryam AlMahdi

    Kuwait university, GDG Kuwait organizer

    GDG Organizer

    View Profile
  • Hafsa ALmuhanna

    Hafsa ALmuhanna

    Kuwait University

    Organizer

    View Profile
  • Umaima Eftikhar

    Umaima Eftikhar

    Organizer

    View Profile
  • Fatemah Husain

    Fatemah Husain

    Kuwait University

    Assistant Professor

    View Profile
  • Shorook Al-Sayegh

    Shorook Al-Sayegh

    Kuwait Informatin Technology Society

    Board Member

    View Profile

Partners