I-DeepLearn Workshop

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10 years of news and resources for members of the IEEE Signal Processing Society

I-DeepLearn Workshop

By: 
Behnaz Ghoraani

I-DeepLearning Workshop
21-25 June 2021 | 8:30 AM - 4:30 PM Eastern Time

I-DeepLearn aims to increase diversity in computer science and related field by inviting students from grades 10-12 to experience machine learning (Artificial Intelligence) and deep learning (AI processing) and their applications, specifically in the healthcare domain. In this one-week online workshop, students will learn about essential concepts in machine learning and deep learning through a dynamic mix of hands-on programming projects and interactive discussions. This workshop is organized by Dr. Behnaz Ghoraani

Workshop website: I-DeepLearn Summer 2021

Introduction to Machine learning

  • What is machine learning?
  • Why machine learning?
  • Examples of machine learning applications
  • History of machine learning
  • Different types of machine learning
  • Important terminologies in machine learning 

Introduction to Deep Learning

  • What is Neural Networks?
  • What is Deep Learning?
  • Perceptron Learning
  • Introduction to Gradient Descent Learning
  • Introduction to multilayer Neural Networks

Programming

  • Introduction to JavaScript
  • Introductions to different machine learning datasets
  • Hands-on research towards the applications of machine learning

Mentoring

  • Learn from outstanding researchers in the field
  • Connect to peers and learn from students with diverse backgrounds
  • Be part of creating a better future by getting to know how they can use machine learning and deep learning to solve problems and help people

View Workshop Schedule

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