LATEST C1000-154 TEST PRICE - EASY AND GUARANTEED C1000-154 EXAM SUCCESS

Latest C1000-154 Test Price - Easy and Guaranteed C1000-154 Exam Success

Latest C1000-154 Test Price - Easy and Guaranteed C1000-154 Exam Success

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IBM Watson Data Scientist v1 Sample Questions (Q46-Q51):

NEW QUESTION # 46
In defining a business problem, what is essential to align with the stakeholders?

  • A. Project milestones
  • B. Data sources
  • C. Technical requirements
  • D. Business objectives

Answer: D


NEW QUESTION # 47
What is the primary purpose of hyperparameter tuning in machine learning models?

  • A. To increase the number of features in the dataset automatically
  • B. To reduce the training time of the model to an absolute minimum
  • C. To ensure the model uses all available computational resources
  • D. To adjust the model's complexity to improve its performance on unseen data

Answer: D


NEW QUESTION # 48
In the case of imbalanced data, what technique is recommended to ensure that the train and test sets have similar distributions of the target variable?

  • A. Splitting based on the order of data collection
  • B. Stratified split
  • C. Using only the majority class for splitting
  • D. Random split without considering the target variable

Answer: B


NEW QUESTION # 49
When comparing models to choose the best one, which factor is least likely to be considered?

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

Answer: C


NEW QUESTION # 50
What is the key difference between batch processing and streaming in data processing?

  • A. Batch processing involves real-time data processing, whereas streaming does not process data
  • B. Batch processing processes data in large blocks at a time, whereas streaming processes data in real- time as it arrives
  • C. Batch processing processes data in large blocks at a time, whereas streaming processes data in real- time as it arrives
  • D. Streaming is suitable for large, historical datasets, whereas batch processing is for real-time data analysis

Answer: C


NEW QUESTION # 51
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