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Internship - Deep learning based models for access network QoS estimation à Antwerp

Responsibilities & Competencies The AI/ML team within APSS Lab is looking for a M.Sc. student to design, implement, train and validate models for classification/regression purpose. The data set will be provided by Nokia as well as the dev. environment. The student will have the opportunity to put in practice his theoretical knowledge in collaboration with Nokia data scientists and physical layer experts. Qualifications Good knowledge regarding the machine learning concepts (model types, hyper-parameters tuning, backpropagation, performances evaluation,… ). Having knowledge on convolutional neural networks is an asset. Being autonomous with an open source library (TensorFlow/Keras, scikit-learn,…) and being autonomous with Pyt

Description du poste

Responsibilities

& Competencies The AI/ML team within APSS Lab is looking for a M.Sc. student to design, implement, train and validate models for classification/regression purpose. The data set will be provided by Nokia as well as the dev. environment. The student will have the opportunity to put in practice his theoretical knowledge in collaboration with Nokia data scientists and physical layer experts. Qualifications
  • Good knowledge regarding the machine learning concepts (model types, hyper-parameters tuning, backpropagation, performances evaluation,… ). Having knowledge on convolutional neural networks is an asset.
  • Being autonomous with an open source library (TensorFlow/Keras, scikit-learn,…) and being autonomous with Python programming are pre-requisite.
  • Some bases in signal processing is a plus, as well as in telecommunication (PHY-layer).
  • Good verbal and written skills in English (final presentation in English).
  • Large autonomy in the work, ability to ask for support, good communication, strong attention to details, … are essential skills for this type of internship.
  • Imagine creating technology that has the potential to change the world. Working with us, you will have a positive impact on people's lives and help to overcome some of the world's most pressing challenges. We act inclusively and respect the uniqueness of people. At Nokia, employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. Nokia culture welcomes people as their true selves. Come create the technology to connect the world. 

    Informations supplémentaires

    Statut
    Inactif
    Formation requise
    Autres
    Lieu
    Antwerp
    Heures de travail par semaine
    8 - 40
    Type de Contrat
    Temps plein/ CDD
    Secteur
    Informatique / Télécommunication
    Permis de conduire BE/EU exigé
    Non
    Voiture exigée
    Non
    Lettre de motivation exigée
    Non
    Langues
    Français

    Informatique / Télécommunication | Temps plein/ CDD | Autres

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