FREE PDF QUIZ 2025 C1000-154: MARVELOUS REVIEW IBM WATSON DATA SCIENTIST V1 GUIDE

Free PDF Quiz 2025 C1000-154: Marvelous Review IBM Watson Data Scientist v1 Guide

Free PDF Quiz 2025 C1000-154: Marvelous Review IBM Watson Data Scientist v1 Guide

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

NEW QUESTION # 22
In the context of model selection, explainability refers to:

  • A. The ease with which humans can understand how the model makes decisions.
  • B. How colorful and visually appealing the model's output is.
  • C. The model's ability to operate without any data.
  • D. The complexity of the algorithm used to build the model.

Answer: A


NEW QUESTION # 23
When helping businesses articulate and define problems, what is an essential first step?

  • A. Identifying potential data sources
  • B. Defining key performance indicators (KPIs)
  • C. Selecting the analytical techniques
  • D. Establishing a clear problem statement

Answer: D


NEW QUESTION # 24
A model's performance is not solely dependent on its accuracy but also on:

  • A. The number of features selected
  • B. The choice of programming language
  • C. Metrics like precision, recall, and F1 score
  • D. The color of the visualization charts

Answer: C


NEW QUESTION # 25
In model lifecycle management, what is a key consideration when deploying models with Watson Machine Learning?

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

Answer: B


NEW QUESTION # 26
Which of the following is true regarding cross-validation?

  • A. It decreases the variability of the model performance estimation.
  • B. It should be avoided as it leads to overfitting.
  • C. It helps in identifying the model's performance variability across different data splits.
  • D. It involves training the model on the entire dataset at once.

Answer: A,C


NEW QUESTION # 27
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as well as the Cisco Certified Design Professional CCDP?

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