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Last Updated: Aug 24, 2026
No. of Questions: 87 Questions & Answers with Testing Engine
Download Limit: Unlimited
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| Section | Weight | Objectives |
|---|---|---|
| Foundational Methods & Frameworks | 25% | - Machine learning algorithms, selection, and evaluation - Advanced statistics, probability, and experimental design - Data preparation, feature engineering, and quality assurance |
| Advanced AI & Generative AI | 20% | - Deep learning, neural networks, and foundation models - Generative AI techniques, use cases, and limitations - Responsible AI, ethics, fairness, transparency, and compliance |
| MLOps & Production Deployment | 15% | - Model governance, security, and reliability - DevOps integration, automation, and CI/CD - Model lifecycle management, monitoring, and maintenance |
| Big Data Ecosystems & Scalable Systems | 20% | - Scalability, performance, and optimization - Distributed computing frameworks and cloud platforms - Data storage, processing pipelines, and governance |
| Data Science Applications in Business | 20% | - Measuring and demonstrating ROI of data science initiatives - Data science strategy and enterprise alignment - Translating business requirements into data science problems |
1. What is TRUE for "rehashing"?
A) All of the above
B) Key/value pairs from the original table can be inserted into the new, larger one
C) Allocate a new, larger hash table in memory
D) It requires a new hash function, which maps values into a larger range of integers
E) Both A and B
2. Spark is written in:
A) Scala
B) Java
C) Python
D) C
E) C++
3. Which of the following is NOT a part of Internal Process Optimization?
A) None of the above
B) Business Metamorphosis
C) Business Optimization
D) Business Insights
E) Business Monitoring
4. Data wrangling is the process of getting the data from:
A) None of the above
B) Its modified meaning format into something suitable for more conventional analytics
C) Both A and B
D) Its raw format into something suitable for more conventional analytics
5. Which of the following is used to summarize a dataset by showing the median, quantiles, and min/max values for each of the variables?
A) Box Plots
B) Scatter Chart
C) Bar Charts
D) Pie Charts
E) Histogram
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: A |
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