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1. Profiling and visualizing data using Watson tools primarily helps in:
A) Creating aesthetically pleasing presentations without regard to data relevance
B) Identifying patterns, outliers, and insights in the data
C) Simplifying the data collection process without analyzing quality
D) Increasing the quantity of data for analysis
2. When anticipating additional data sources that might be relevant, what is a crucial factor to consider?
A) The color scheme of the data visualization
B) The relevance of the data source to the business problem
C) The graphical interface of the data source
D) The data source's popularity on social media
3. 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 ensure the model uses all available computational resources
C) To reduce the training time of the model to an absolute minimum
D) To adjust the model's complexity to improve its performance on unseen data
4. In Cognos Analytics, which two features distinguish stories from dashboards?
A) Stories provide a narrative over time.
B) Stories can be embedded in websites or documents.
C) Stories are text-based and do not contain visualizations.
D) Stories automatically load different filters for different users.
E) Stories convey a conclusion.
5. When helping businesses articulate and define problems, what is an essential first step?
A) Selecting the analytical techniques
B) Establishing a clear problem statement
C) Identifying potential data sources
D) Defining key performance indicators (KPIs)
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: A,E | Question # 5 Answer: B |
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