Get a clear understanding of current AI options available for business
Get a clear understanding of the diverse technologies behind the scene
Ability to assess the best solution (between classical AI and ML) for a given problem
Ability to choose between supervised learning and reinforcement learning for a given problem
Ability to implement and tune a neural network for a given problem
Create the foundations for a plan to recruit the best talent and build an effective AI team for your business
Day 1: Starter Content
Using human expertise
Logic-based approach: Knowledge base + inference engine
Learning from observations
Logic-based approach: Inductive Logic Programming
Handwritten digits recognition with supervised machine learning
Documents classification with unsupervised machine learning
Learning by doing
Learn a basic game (1-dimensional problem)
Learn to walk (N-dimensional problem)
Deep Neural Networks
Convolutional Neural Networks
Gilles Richard is a Professor of Computer Science at Paul Sabatier University (UPS – Toulouse 3 – France) where he is involved in undergraduate curricula and master programs. He is also the Founder of Geom, an AI based startup that focuses on transforming 2-dimensional images in 3-dimensional objects using machine learning algorithm and image processing.
He is also involved in Dystech, Dystech goal is to detect Dyspraxia by analysing a simple handwritten text, also using machine learning and image recognition.
Gilles is also the author of the book Computational Approaches to Analogical Reasoning.
He discusses e-commerce’s impact on the retail industry, key things customers expect from an e-commerce platform, main obstacles restricting the Middle East’s e-commerce industry, and more.