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IBM C1000-154 real answers - IBM Watson Data Scientist v1

C1000-154
  • Exam Code: C1000-154
  • Exam Name: IBM Watson Data Scientist v1
  • Updated: Jul 12, 2025
  • Q & A: 82 Questions and Answers
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IBM Watson Data Scientist v1 Sample Questions:

1. When selecting a small number of algorithms based on model requirements, what factor should you primarily consider?

A) Compatibility of the algorithm with the data characteristics and the predictive task.
B) The popularity of the algorithm in recent academic papers.
C) Choosing algorithms that are only based on supervised learning.
D) The algorithm that requires the least amount of data preprocessing.


2. How can data splits be made reproducible in a machine learning experiment?

A) By using a different random seed each time the data is split
B) By partitioning the data manually
C) By using a consistent random seed when splitting the data
D) By splitting the data in a sequential manner without randomization


3. In the context of model selection, explainability refers to:

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


4. Which statement describes bagging?

A) Building models in parallel and aggregating their predictions to select the final prediction.
B) Building models and using their output as features into a final model.
C) Building models sequentially and evaluating the success of earlier models. It combines a set of weak learners into a strong learner.
D) Building models with artificial neural networks based on the sharedweight architecture of the convolution kernels or filters.


5. In the context of assessing data quality in Watson Knowledge Catalog (WKC) and Cloud Pak for Data (CPD), what is a primary focus?

A) Analyzing completeness, consistency, and accuracy of data
B) Enhancing the graphical user interface
C) Increasing the volume of data collected
D) Focusing on the data's color scheme


Solutions:

Question # 1
Answer: A
Question # 2
Answer: C
Question # 3
Answer: B
Question # 4
Answer: A
Question # 5
Answer: A

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