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Introduction to neural networks

Introduction aux réseaux de neurones

 

This module is the first part of the certificate “Neuron Networks and Deep Learning”. The objective is to discover the fundamentals of artificial neural networks, their theory and business applications.

 

OBJECTIVES

This course will give you :

  • The basic knowledge and business applications of artificial neural networks
  • Understanding the technical aspects of deep learning
  • Knowledge of the elements of a deep neural network and their relationships.

 

CONTENT

  • icone équipe

    Day 1: Artificial Neuron Networks

    Fundamentals of artificial neural networks, their theory and business applications.

    The main concepts covered in this module are: the TensorFlow library, neural networks, propagation and backpropagation and the perceptron.

  • icone équipe

    Day 2: Initialization, Regularization and Focusing

    Focus sur la partie technique de l’apprentissage profond et son rôle appliqué au business.

    The main concepts covered in this module are: initialization, regularization & optimizations, and selection of hyperparameters.

  • icone équipe

    Day 3: Building an Artificial Neuron Network

    How to build an artificial neural network model using the TensorFlow and Keras libraries to meet a business challenge.

    The main concepts covered in this module are: artificial neural networks, and TensorFlow and Keras libraries.

 

TRAINERS / TEACHERS

ammar

Doreid Ammar

Expertise : Data science

Professor in Data science and Computer science | Academic Director

See his profile

de france

Ysens de France

Expertise : AI Law

Associate Professor of AI Law | Director of Foresight at the Sapiens Institute

See her profile

qualiopi

 

 

Introduction to neural networks

 

  • access

    PrerequisitesPrevious knowledge in data science and machine learning.

  • diplome

    Location Boulogne Billancourt

  • calendrier

    Duration of the training 4 days

  • calendrier

    DatesApril 1, 2, 29 and 30, 2022

  • calendrier

    Price€ 1950 excluding VAT