ML Study Jam: Intro to Deep Learning

GDG Cloud Edmonton

Use TensorFlow and Keras to build and train neural networks for structured data.

Jul 15, 2023, 3:00 – 6:00 PM

101 RSVP'd

Key Themes

AIKaggleMachine LearningTensorFlow

About this event

Welcome to Kaggle's Introduction to Deep Learning course! You're about to learn all you need to get started  building your own deep neural networks. Using Keras and Tensorflow you'll learn how to:

  • create a fully-connected neural network architecture
  • apply neural nets to two classic ML problems: regression and classification
  • train neural nets with stochastic gradient descent, and
  • improve performance with dropout, batch normalization, and other techniques

The tutorials will introduce you to these topics with fully-worked examples, and then in the exercises, you'll explore these topics in more depth and apply them to real-world datasets.

To check the learning material in advance, check Kaggle's microcourse ðŸ‘‡ :

https://www.kaggle.com/learn/intro-to-deep-learning

Let's get started!

Prerequisites:

1. Have access to a Browser (preferably Google Chrome)

2. Sign up to Kaggle

3. Eager to Learn !!!

4.Have Completed the courses:


Speaker

  • Henry Ruiz

    GDE

    Machine Learning GDE

Host

  • Ndidi Obinwanne

    University of Alberta

    Graduate Teaching Assistant

Organizers

  • Xinli Cai

    Canadian Centre for Mapping and Earth Observation

    GDG Organizer

  • Rohan Saha

    Event & Technical

  • Vannia Hnatiuk

    GDG Cloud Edmonton

    GDG Organizer

  • Devipriya Raju

    University of Alberta

    Co-organiser

  • Ndidi Obinwanne

    Co - Organizer

  • Temitope Ajiboye

    Jesta IS

    Senior Flutter Developer

Contact Us

Featured Attendees

  • Kenneth Jefferson

    google

    dev

  • George Zhang

    Mainnote Limited

    CEO

  • Jeankelly Deribert

    LinkedIn

    In

  • Gideon Oba

    Loctech

    Machine learning Instructor

  • Boris Behalal

    Bureau veritas

    Administrative agent

  • Muhammad Hassan

    Techzoid

    CSO

  • Chris C

    Saturday Morning Producitons

    Software Consultant

  • Shayan Khorassany

    University of Alberta

    Graduate Student

  • Catalina Andrea Saini Ferrón

    Pontificia Universidad Católica de Chile

    Student

  • HAROLD MUNOZ MUNOZ

    Auge Total

    Developer

  • Sumaiya Qureshi

    HTA Group

    Sr. Oracle APEX Developer