Try and practice the latest DASCA : SDS real questions & answers

Updated: Aug 18, 2026

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DASCA SDS Exam Overview:

Certification Vendor:DASCA (Data Science Council of America)
Exam Name:Senior Data Scientist Certification Exam
Exam Number:SDS
Related Certifications:Principal Data Scientist (PDS™)
Senior Big Data Engineer (SBDE™)
Senior Big Data Analyst (SBDA™)
Certificate Validity Period:5 years
Passing Score:65%
Exam Duration:100 minutes
Real Exam Qty:85
Exam Price:USD 950
Available Languages:English
Exam Format:Multiple-choice single-answer, Multiple-choice multiple-answer
Recommended Training:DataScienceSkool™ Official Learning Resources
Exam Registration:Official Registration Portal
Sample Questions:DASCA SDS Sample Questions
Exam Way:Online, remotely proctored via ExamStrong™ platform; available globally
Pre Condition:Bachelor's degree + 4–5 years relevant experience; or Master's degree + 3–4 years experience in data science, analytics, or related fields
Official Syllabus URL:https://www.dasca.org/data-science-certifications/senior-data-scientist

DASCA SDS Exam Syllabus Topics:

SectionWeightObjectives
Foundational Methods & Frameworks25%- Data preparation, feature engineering, and quality assurance
- Machine learning algorithms, selection, and evaluation
- Advanced statistics, probability, and experimental design
Advanced AI & Generative AI20%- Deep learning, neural networks, and foundation models
- Generative AI techniques, use cases, and limitations
- Responsible AI, ethics, fairness, transparency, and compliance
MLOps & Production Deployment15%- DevOps integration, automation, and CI/CD
- Model lifecycle management, monitoring, and maintenance
- Model governance, security, and reliability
Big Data Ecosystems & Scalable Systems20%- Distributed computing frameworks and cloud platforms
- Data storage, processing pipelines, and governance
- Scalability, performance, and optimization
Data Science Applications in Business20%- Translating business requirements into data science problems
- Data science strategy and enterprise alignment
- Measuring and demonstrating ROI of data science initiatives

DASCA Senior Data Scientist Sample Questions:

1. What is TRUE for "rehashing"?

A) Key/value pairs from the original table can be inserted into the new, larger one
B) Allocate a new, larger hash table in memory
C) It requires a new hash function, which maps values into a larger range of integers
D) All of the above
E) Both A and B


2. The main purpose of a Statement Of Work (SOW) is to get:

A) All of the above
B) What the priorities are
C) Everybody on the same page about what work should be done
D) None of the above
E) What expectations are realistic


3. The grid computing environment uses a middleware to:

A) Divide computing resources
B) Combine computing resources
C) Both A and B
D) None of the above


4. Which of the following is a useful feature of functional programming?

A) Lazy Evaluation
B) Higher-Order Functions (HOFs)
C) Immutable Data
D) All of the above


5. Which of the following is correct?

A) DataFrame is similar to SQL tables or R data frames
B) The central object in Pandas is called a DataFrame
C) A data frame is a table with rows and columns
D) All of the above
E) Both A and B


Solutions:

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

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