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EMC D-DS-OP-23 Exam Syllabus Topics:

SectionObjectives
Data Governance and Operations- Security and compliance considerations
- Data quality management
- Lifecycle management of data solutions
Machine Learning and Modeling- Model evaluation and validation
- Algorithm selection and tuning
- Supervised and unsupervised learning
Data Engineering Principles- ETL/ELT processes
- Data pipeline design and orchestration
- Data storage architectures (data lakes, warehouses)
Optimization and Performance- Optimization techniques for data workflows
- Model performance tuning
Data Science Foundations- Data exploration and preprocessing
- Statistical analysis and probability concepts
- Feature engineering fundamentals

EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:

1. What is a difference between Data Governance and Master Data Management (MDM)?

A) Data Governance is a formalized system of decision making.
MDM is a comprehensive method to link all data elements to a common point of reference.
B) Data governance implementation involves people, policies, rules, and metrics.
MDM is done automatically with no interference.
C) Data governance is an informal system of decision making.
MDM is a formal system of decision making.
D) Data governance focuses mainly on IT practices.
MDM creates the rules and decisions for operational data processes.


2. What is the primary use of sets in Python?

A) Storing key-value pairs
B) Storing hierarchical data
C) Storing ordered sequences
D) Storing unique elements


3. Which IoT data processing tool uses a storage abstraction called Stream for continuous and unbounded data?

A) Apache NiFi
B) Apache Storm
C) Pravega
D) EdgeX Foundry


4. What type of expertise is required to be an effective data engineer?

A) Business analysis
B) Project management
C) Big Data tools
D) Accounting


5. What is the main programming language supported by Apache Spark?

A) Python
B) C++
C) Java
D) Ruby


Solutions:

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

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