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IBM C1000-154 Exam Syllabus Topics:

IBM Watson Data Scientist v1 Sample Questions:

1. Which two graph types are used in EDA to show the relationship between two or more quantitative variables?

A) Stem-and-leaf plot
B) Scatter plot
C) Box plot
D) Heat map
E) Histogram

2. Cloud Pak for Data's integration with Spark allows users to:

A) Avoid using any form of data processing or analysis
B) Leverage distributed computing for processing large datasets efficiently
C) Perform complex computations on small datasets only
D) Use Spark exclusively for data visualization purposes

3. Which of the following is a critical first step in understanding a business problem for data science projects?

A) Defining the project scope
B) Selecting the machine learning algorithm
C) Choosing the visualization tools
D) Deploying the model

4. What is a key advantage of using supervised learning techniques over unsupervised learning techniques?

A) Supervised learning algorithms can automatically label data.
B) Supervised learning is typically used for prediction with known outcomes, providing clear metrics for model performance.
C) Supervised learning can work without any labeled data.
D) Supervised learning is more effective for discovering hidden patterns in data without prior labeling.

5. What is data leakage in the context of model training?

A) Leakage of sensitive information due to poor data handling practices
B) A situation where the test data is not available
C) When data from outside the training dataset is accidentally included in the training process
D) Loss of data during the splitting process

Solutions: