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TeraData TDVCL2 Exam Syllabus Topics:

Topic	Details
Topic 1	GENERAL CONCEPTS: This portion of the exam evaluates the proficiency of database administrators, in grasping foundational relational concepts, the characteristics of relational databases, and the dimensional model.
Topic 2	DATA ARCHITECTURES: This part of the exam tests the skills of data architects in comprehending high-level concepts and key components of data lake architecture. It includes an understanding of use cases, data flow, the reasoning behind deploying data lake architectures, and the ability to identify the reasons for applying AI within this framework.
Topic 3	TERADATA TOOLS AND UTILITIES: This section measures the competence of database system administrators in recognizing common data integration techniques.
Topic 4	VANTAGECLOUD LAKE ARCHITECTURE & COMPONENTS: This segment assesses the expertise of database administrators in understanding data flow from source to consumption. It covers the features, benefits, and purpose of logical components within VantageCloud Lake.
Topic 5	DATA DISTRIBUTION AND ACCESS: Aimed at database engineers and database administrators, this section examines their understanding of use cases for advanced indexes, the impact of the Primary Index on data distribution, and the distinctions between Primary Index and Primary Key.

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TeraData Associate VantageCloud Lake 2.0 Exam Sample Questions (Q11-Q16):

NEW QUESTION # 11
A business collects sensor data from vehicles for maintenance analysis. Each model-year adds new data attributes, and occasionally obsolete attributes are dropped from the sensor data.
Which type of storage is most appropriate for this data?

A. Semi-structured JSON
B. Third-normal form relational
C. Sparse join index
D. Denormalized dimensional

Answer: A

NEW QUESTION # 12
Which component of Vantage should be used for tactical queries?

A. Object File System
B. Compute Cluster
C. Primary Cluster
D. Native Object Store

Answer: C

NEW QUESTION # 13
What is the primary responsibility of the access layer?

A. To process data into a consumable format
B. To provide an interface to the data
C. To store raw data from various source systems
D. To integrate data from multiple systems

Answer: B

NEW QUESTION # 14
Which standard external model format is supported by ClearScape AnalyticsTM, allowing the data scientist to bring their own model?

A. PMML
B. DecisionTreePredict
C. BYOM
D. teradataml

Answer: A

NEW QUESTION # 15
Which is a number?

A. Attribute
B. Relation
C. Tuple
D. Degree

Answer: D

NEW QUESTION # 16
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