Test Deep learning - Fundamentals

Test Deep learning with answers to assess your knowledge and prepare for job interviews. Assess your technical level in 20 minutes.

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Test details

Beginner
November 2023
13 minutes
4.7/5(3)

This test aims to assess your skills in the field of deep learning. The structure of this MCQ is inspired by popular job interview questions in this field. The concepts you'll find here are what recruiters look for when recruiting an entry-level deep learning developer. The list of notions is vast, but expectations are basic.
The list of concepts assessed in this MCQ is written below. I advise you to master them well before starting, otherwise some questions may seem difficult to you.

  • General information about deep learning (AI - deep learning relation, deep learning vs machine learning, etc.)
  • Structure and composition of neurons and neural networks (ANN, RNN, recurrence…)
  • Basic notions concerning the development of models (different types of models, learning methods, train/evaluation/test sets, ensemble learning, etc.)
  • deep learning models’ performance evaluation (loss function, gradient descent…)
  • Dataset’s preparation
  • Codes and packages
    Good luck!
This test consists of 20 questions randomly selected from a database of 42 questions in Deep learning.Discover all our interview questions and answers here
1.
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Axel
3036 points
2.
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Yasmine
2982 points
3.
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Constance
2923 points
4.
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5.
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Louise
2900 points

Test author : Martin Mallet

This test was created by Martin Mallet for ETIC INSA Technologies
As a 21 yo future INSA Lyon engineer, IT is one of my main expertise domains. My current scholarship aims at making me a performance and supply chain expert. I first specialized in data and business analysis through various training courses and professional experiences and then went into machine learning and deep learning.
The combination of the industrial, business and IT skills enabled me to perform in various companies.
Volunteer firefighter since 2016, my passions are the fields of defense, health and firefighting. I hope to be able to start my young career in one of these. Do not hesitate to contact me!
ETIC INSA technologies is the “junior enterprise” of INSA Lyon. It carries out expertise for companies ranging from multinational groups to very small ones in almost all domains of engineering.

Contributors2
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Sample question

What is the relation between Artificial intelligence (AI), machine learning and deep learning?

See 42 test questions.Participate in test improvement

Developers ratings

developer avatar
26/09/2024
The test was great and basic concepts of DL was clear
developer avatar
26/09/2024
Good test but please provide easier questions.
developer avatar
25/05/2024