Getting Personal - Deep Learning Methods for Large Scale Personalization

Explore deep learning methods for large-scale personalization in this 29-minute conference talk by Noa Barbiro. Delve into the journey of implementing personalization techniques, understanding team structures, and grasping fundamental concepts of machine learning. Learn about sequence modeling, particularly in the context of trip sequences, and discover how computer vision plays a role in personalization. Gain insights into building effective models and see practical examples of personalization in action. Conclude with a comprehensive summary of key takeaways for applying deep learning to personalization at scale.

Introduction
Background
How many people live in the world
The Journey
Team Structure
What is Machine Learning
What is Personalization
Sequence Modeling
Trips Sequence
Building the Model
Sequences
Computer Vision
Example
Summary