Abstract
Gain the tools and knowledge you need to begin developing your own Deep Learning projects in this course with Leonardo De Marchi.
Take a look at Deep Learning concepts with Keras by analyzing an image recognition project and learning to develop the model from start to finish. We will then look at more complicated concepts like RNN, Transformers and Deep Reinforcement Learning. Each section will have a coding exercise.
Target audience
Workshop is intended for Data Scientists, Analysts and Developers that plans to start their first deep learning project, to save them time and resources and provide all the basic information to get started straight away.
Technical Prerequisites
Attendants should have a laptop and Python installed with pip available. They should also download this images will be used as a data set for the workshop.
Find a detailed schedule below
DL BASIC
Break + quizz
THE PERCEPTRON
Break + quizz
FEEDFORWARD NEURAL NETWORKS
IMPLEMENT AND TRAIN A FEED-FORWARD NEURAL NETWORK IN KERAS
Break + quizz
RECURRENT NEURAL NETWORKS
Break + quizz
Implementation in Keras
Implementation in Keras
NLP
Break + quiz
Deep RL