Introduction to Machine Learning Workshop
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Module 4: Introduction to Deep Learning
Overview
Welcome and getting started
Module 1: When to use machine learning solutions?
Module 2: Introduction to ML fundamentals
☕ Break
Module 3: ML Models
Exercise 1: ML fundamentals
🥗🍴 Lunch
Module 4: Introduction to Deep Learning
☕ Break
Module 5: Using pre-trained models and embeddings
Exercise 2: Transfer Learning
Summary and wrap up
Module 4: Introduction to Deep Learning
Introduction to Deep Learning
Slides
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Outline
Neural networks in a nutshell
What is deep learning? How is it different from traditional ML?
Different architectures of neural networks
🥗🍴 Lunch
☕ Break