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Deep Learning Online Test

Topics Covered

  • Neural Networks

Useful for hiring

  • Deep Learning Engineer
  • Research Engineer - Deep Learning
  • Deep Learning Developer

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General Manager HR & Recruitement
Question

Your boss told you that you need to do sentiment analysis using Convolutional Neural Networks. Knowing that Convolutional Neural Networks are well-known for good performance in images, how will you react?

Answer
    • You can't use Convolutional Neural Networks for Natural Language Processing.

    • That's totally wrong. Recurrent Neural Networks are better to use for this.

    • It's totally alright. Convolutional Neural Networks can also be used for Natural Language Processing

    • It's totally okay. We just need to reconstruct the documents to images before applying Convolutional Neural Networks

Question

Suppose you were given a neural network architecture shown in the image and its activation function. What would be the weights and bias if you would want to implement an AND function?

Answer
    • bias = -1.5, w1 = 1, w2 = 1

    • bias = 1.5, w1 = 2, w2 = 2

    • bias = 1, w1 = 1.5, w2 = 1.5

Question

The deep learning model still isn't converging even long after its expected time of completion. The data that was ingested for training was untouched. How will you remedy the situation?

Answer
    • Further decrease the learning rate

    • Normalize the data

    • Increase the number of epochs

    • Lessen the batch size

Test details:

Deep learning skills test will evaluate the candidate's practical knowledge and will identify whether the candidate is ready to be employed.
 
Deep learning pre-employment test may contain MCQ's (Multiple Choice Questions), MAQ's (Multiple Answer Questions), Fill in the Blank, Descriptive, Whiteboard Questions, Audio / Video Questions, True or False.

Test Duration: 20 minutes

10 Application Questions

Test description:

Deep Learning is mainly a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks. Deep learning is one of the aspect of artificial intelligence (AI) that is concerned with emulating the learning approach that human beings use to gain certain types of knowledge. In simple terms, Deep Learning can be thought of as a way to automate predictive analytics. 

Deep learning online test helps hiring managers & recruiters to find the best suitable candidate by assessing his/her ability to work on Deep Neural Network models. Deep learning assessment test questions are designed & validated by industry experts to assess & hire deep learning engineer as per the industry standards.
 
Online deep learning test helps to screen the candidates who possess traits as follows:

1.  Excellent understanding of Machine Learning algorithms & principles
2.  Ability to work on Deep NN models for image classification, object detection, and semantic segmentation
3.  Strong experience in developing deep learning neural networks on mobile platforms
4.  Ability to build data processing pipelines and deep learning algorithms for sequencing data

Interview Mocha’s powerful reporting & intelligent analytics will help you overview candidate’s performance in each section within a glance. Candidate feedback module will ensure candidates are having excellent experience with Interview Mocha.

Deep learning assessment test contains latest & quality set of scenario-based questions to assess the operating experience of the candidate. Moreover, you can add your own questions as per the job requirement.

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  • Add your own set of questions

  • Customize test settings like duration, number of questions, passing score, web proctoring and much more

  • Mail us at support@interviewmocha.com to create a custom test

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