I-DeepLearn Workshop

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