Deep Learning with Tensorflow

Niveau atteint

Intermédiaire

Durée

13,00 semaine(s)

Langue(s) de prestation

Prochaine session

Qui organise cette formation ?

L'European Business Institute (EBU) est une école de commerce à but non lucratif basée au Luxembourg, proposant des programmes flexibles et de haute qualité en ligne et sur campus, conçus pour les apprenants du monde entier. Engagée en faveur de l'innovation et de l'inclusion, l’EBU donne les moyens aux étudiants — en particulier à ceux issus de régions défavorisées — de réussir grâce à des webinaires interactifs en direct, des certificats vérifiés par blockchain et un corps professoral reconnu à l’international. L'EBU se spécialise dans des domaines de pointe tels que l’intelligence artificielle, la cybersécurité, la blockchain, la robotique et la science des données. En soutien à l’apprentissage tout au long de la vie, l’EBU offre une bourse exclusive de 86% à tous les étudiants avec le code EBULLL25 qui s'applique au moment d'enregistrement. Rejoignez un environnement d’apprentissage collaboratif et constructiviste à distance en direct, aux côtés d’étudiants venus de plus de 60 pays.

À qui s'adresse la formation?

Open to all candidates

Prérequis

No prerequisites

Objectifs

1. Understand the difference between linear and non-linear regression
2. Comprehend Convolutional Neural Networks and their applications
3. Gain familiarity on Recurrent Neural Networks (RNN) and Autoencoders
4. Learn how to filter with Restricted Boltzmann Machine

Contenu

1. Lesson 1 - Introduction to TensorFlow

2. Lesson 2 – Convolutional Neural Networks (CNN)

3. Lesson 3 – Recurrent Neural Networks (RNN)

4. Lesson 4 - Unsupervised Learning

5. Lesson 5 - Autoencoders

Méthodes pédagogiques

The online delivery blends synchronous and asynchronous components. Students complete self-directed assignments hosted on the course platform. Weekly Forums support a required active, rubric-based student contributions that foster collaboration.

Évaluation

Exams may include essays, short answers, or MCQs. Formats include open/closed book. Time zones are considered. Assessments are formative and summative. Students have 2 weeks to review grades and must follow the appeal process in the Student Handbook.

Certificat, diplôme

Certificate

Support de cours

The EBU ensures administrative and Tech support in an inclusive, accessible learning environment for all students, including those with disabilities or special needs. This policy applies to all students, staff, and learning spaces, full-or part-time.

Informations supplémentaires

To join the course, please follow these steps:

STEP 1: COMPLETE YOUR ONLINE PROFILE
Complete your online profile on the online campus. During this process, you will confirm your essential profile information to accept the offer.
Access the EBU scholarship online campus here https://connect.ebulux.lu/
Click the ‘Join EBU/Log In’ button on the homepage. You will need to create a new account.
During the Account creation process, you will be requested to indicate how you heard about the program and to select the partner organization on a drop-down list. If you found EBU by yourself, please simply write 'EBU' in these fields.
Please note as you create a new account, make sure to use a password you can easily remember.
After you create the account, open the link sent to your email for confirmation and then click continue.

STEP 2: COMPLETE THE COMMITMENT FEE PAYMENT
To enroll in the Autumn Term courses, go to the Certificate Enrolment page: https://connect.ebulux.lu/mod/page/view.php?id=48775
Select the course you would like to enroll in and click ‘Enroll Now’.
Select Payment Type and click proceed.
Enter the promotion code: EBULLL25 and click Apply code. Copy and paste the code to make sure it is correct. This will adjust the fee from €740 to €100.
Enter card details to complete the commitment fee payment. Once you complete your application and commitment fee payment, you will be enrolled in your selected course and ready to commence.