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MLops Quiz

Quiz by Yashaswini B M

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20 questions
Show answers
  • Q1
    ML model biases are NOT due to which one of the following:
    c.Algorithmic bias
    a.Biased training data
    Absolute neutrality
    b.Prejudiced data collection or labeling
    30s
  • Q2
    What is the primary goal of MLOps?
    c.Training machine learning models
    a.Developing accurate machine learning models
    b.Deploying machine learning models into production
    d.Evaluating machine learning models
    30s
  • Q3
    Which of the following is NOT a key component of MLOps?
    a.Model deployment and serving
    c.Model training and evaluation
    b.Data preprocessing and feature engineering
    d.Monitoring and model performance tracking
    30s
  • Q4
    Which technology is commonly used for containerization in MLOps?
    c.TensorFlow
    a.Docker
    d.PyTorch
    b.Kubernetes
    30s
  • Q5
    Which practice ensures reproducibility and version control in MLOps?
    a.Continuous Integration (CI)
    d.Model Versioning
    c.Model Monitoring
    b.Continuous Deployment (CD)
    30s
  • Q6
    What is the purpose of continuous monitoring in MLOps?
    Option 2
    b.To automate the process of model deployment
    c.To optimize the hyperparameters of the machine learning model
    a.To track the performance of machine learning models in production
    d.To preprocess the data for model training
    30s
  • Q7
    Which of the following is NOT a challenge in implementing MLOps?
    a.Data privacy and security
    b.Model interpretability and explainability
    c.Model training algorithms
    30s
  • Q8
    Which software development practice is often integrated with MLOps for automated testing?
    a.Test-driven development (TDD)
    b.Agile development
    d.DevOps
    c.Waterfall development
    30s
  • Q9
    Which tool is commonly used for automating the end-to-end machine learning workflow
    d.MLflow
    a.Jenkins
    b.Git
    c.Apache Kafka
    30s
  • Q10
    Which concept involves managing the lifecycle of machine learning models, including versioning, lineage, and governance?
    d.Model training
    b.Model explainability
    a.Model serving
    c.Model governance
    30s
  • Q11
    Which command is used to make a local copy of AWS CodeCommit repository
    a.Git clone
    c.Git push
    d.Git commit
    b.Git status
    30s
  • Q12
    Which command is used to save the changes after editing the local files
    d.Git commit
    b.Git status
    a.Git clone
    c.Git push
    30s
  • Q13
    How to Switch to another branch in the local repo
    a.Git checkout
    c.Git push
    b.Git status
    d.Git commit
    30s
  • Q14
    Can we use CodeBuild with Jenkins
    a.Yes
    b.no
    30s
  • Q15
    What are the OS NOT available in AWS Code Deploy
    a.Linux
    d.Mac
    b.Amazon Linux
    c.Ubuntu
    30s

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