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DASCA SDS Braindumps - in .pdf Free Demo

  • Exam Code: SDS
  • Exam Name: Senior Data Scientist
  • Last Updated: Aug 19, 2026
  • Q & A: 87 Questions and Answers
  • Convenient, easy to study. Printable DASCA SDS PDF Format. It is an electronic file format regardless of the operating system platform. 100% Money Back Guarantee.
  • PDF Price: $59.98    

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  • Exam Code: SDS
  • Exam Name: Senior Data Scientist
  • Last Updated: Aug 19, 2026
  • Q & A: 87 Questions and Answers
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DASCA SDS Exam Syllabus Topics:

SectionWeightObjectives
Data Visualization and Communication10-15%- Tools and Technologies
  • 1. Python Visualization Libraries
  • 2. Tableau/Power BI
- Visualization Principles
  • 1. Dashboard Design
  • 2. Storytelling with Data
Big Data Engineering15-20%- Cloud Computing for Data Science
  • 1. AWS/Azure/GCP Services
  • 2. Containerization
  • 3. Serverless Architectures
- Distributed Computing
  • 1. Data Pipelines
  • 2. Hadoop Ecosystem
  • 3. Apache Spark
Machine Learning at Scale25-30%- Unsupervised Learning
  • 1. Anomaly Detection
  • 2. Clustering Algorithms
  • 3. Dimensionality Reduction
- Deep Learning Fundamentals
  • 1. Recurrent Networks
  • 2. Convolutional Networks
  • 3. Neural Networks
- Supervised Learning
  • 1. Time Series Forecasting
  • 2. Support Vector Machines
  • 3. Ensemble Methods
Advanced Statistical Modeling20-25%- Regression Analysis
  • 1. Regularization Techniques
  • 2. Linear and Logistic Regression
  • 3. Generalized Linear Models
- Statistical Inference
  • 1. Confidence Intervals
  • 2. Hypothesis Testing
  • 3. Bayesian Methods
Foundations of Data Science15-20%- Data Science Ethics
  • 1. Bias and Fairness
  • 2. Transparency and Explainability
  • 3. Privacy and Confidentiality
- Data Science Lifecycle
  • 1. Deployment and Monitoring
  • 2. Problem Formulation
  • 3. Model Building and Evaluation
  • 4. Data Collection and Preparation

DASCA Senior Data Scientist Sample Questions:

1. Which of the following is TRUE about Avro?

A) Both A and B
B) Avro is a data serialization framework
C) Avro is based on Remote Procedure Call (RPC)
D) None of the above


2. OCR (Optical Character Recognition) is an application used for:

A) Data mining
B) Big Data Analytics
C) Machine learning
D) MapReduce


3. Which of the following is NOT an example of graphical model?

A) Flow charts
B) Computer networks
C) Electrical circuits
D) Road maps
E) Geographical networks


4. Which of the following is the common evolutionary algorithm of neural networks?

A) Genetic programming
B) Evolution strategy
C) All of the above
D) Genetic algorithm


5. Which of the following is the most important part of Hadoop?

A) Both B and C
B) MapReduce Framework
C) Hadoop Distributed File System (HDFS)
D) Both A and B
E) Spark Framework


Solutions:

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

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