Assisting Stéphane Doncieux with the practicals on Evolutionary Algorithms over the past few years, I had the chance to learn … More
Category: Teaching
From Reinforcement Learning to Deep Reinforcement Learning
Reinforcement learning boasts a substantial history predating the recent surge in deep learning. Reinforcement learning is learning what to do—how … More
Explaining the Outputs of Transformers Models: A Working Example
Most of the information available worldwide is in text form, from legal documents to medical reports. A variety of deep … More
Coding Interview
A standard warm-up question. Given a list of integers and a target value, return the positions of the two entries … More
Cost Function – Intuition
The concept of the cost function is at the base of machine learning algorithms. What is the intuition behind it? … More
Machine Learning Whiteboard
This is a whiteboard to refresh all the main contents of a basic Machine Learning course. For additional material have a … More
