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IBM C1000-154 Exam Test | C1000-154 Lead2pass

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Posted on: 02/10/25

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100% Pass Quiz IBM - Trustable C1000-154 - IBM Watson Data Scientist v1 Exam Test

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IBM Watson Data Scientist v1 Sample Questions (Q22-Q27):

NEW QUESTION # 22
In the deployment phase, why is it important to know the different data sources available in Cloud Pak for Data?

  • A. To limit the deployment to only use local file storage
  • B. Because only one type of data source can be used in any deployment
  • C. To effectively integrate and manage data from various sources for analysis and model training
  • D. To ensure that all data sources are manually processed

Answer: C


NEW QUESTION # 23
In model lifecycle management, what is a key consideration when deploying models with Watson Machine Learning?

  • A. The ability to update or retire models based on performance metrics
  • B. Ensuring there is no logging or monitoring of model performance
  • C. Deploying all models simultaneously regardless of use case
  • D. Avoiding the use of APIs for integration with applications

Answer: A


NEW QUESTION # 24
Which statistical method reduces the number of attributes by lumping highly correlated attributes together?

  • A. Long Short Term Memory Network (LSTM)
  • B. Synthetic Minority Over-sampling Technique (SMOTE)
  • C. Principal Component Analysis (PCA)
  • D. Binning

Answer: C


NEW QUESTION # 25
Automating data processing and model deployment with jobs in Watson Studio helps to:

  • A. Limit the ability to update models based on new data
  • B. Enhance the reproducibility and efficiency of model deployments
  • C. Increase the need for manual intervention in the model lifecycle
  • D. Reduce the scalability of deployed solutions

Answer: B


NEW QUESTION # 26
When comparing models to choose the best one, which factor is least likely to be considered?

  • A. The color scheme of the model's output visualizations
  • B. The performance of the model on validation data
  • C. The explainability of the model's predictions
  • D. The complexity of the model

Answer: A


NEW QUESTION # 27
......

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