Try IBM : C1000-154 valid & accurate questions and answers
Updated: Jun 02, 2026
No. of Questions: 82 Questions & Answers with Testing Engine
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IBM Watson Data Scientist v1 Sample Questions:
1. In the deployment phase, why is it important to know the different data sources available in Cloud Pak for Data?
A) Because only one type of data source can be used in any deployment
B) To effectively integrate and manage data from various sources for analysis and model training
C) To limit the deployment to only use local file storage
D) To ensure that all data sources are manually processed
2. In the context of assessing data quality in Watson Knowledge Catalog (WKC) and Cloud Pak for Data (CPD), what is a primary focus?
A) Focusing on the data's color scheme
B) Enhancing the graphical user interface
C) Analyzing completeness, consistency, and accuracy of data
D) Increasing the volume of data collected
3. When selecting a small number of algorithms based on model requirements, what factor should you primarily consider?
A) The algorithm that requires the least amount of data preprocessing.
B) Choosing algorithms that are only based on supervised learning.
C) Compatibility of the algorithm with the data characteristics and the predictive task.
D) The popularity of the algorithm in recent academic papers.
4. In unsupervised learning, which algorithm is best suited for grouping customers based on their purchase history to target marketing efforts more effectively?
A) Linear Regression
B) Support Vector Machines
C) K-Means Clustering
D) Decision Trees
5. What is the key difference between batch processing and streaming in data processing?
A) Streaming is suitable for large, historical datasets, whereas batch processing is for real-time data analysis
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) Batch processing involves real-time data processing, whereas streaming does not process data
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: C |
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