Question 1

What is a reason for deploying a data lake architecture?

• A. Secure the environment by restricting the analytic programming languages to R and Python.
• B. Ensure modeled and structured data is used to answer all business questions.
• C. Capability to access data with the latest open source and commercial analytic technologies.
• D. Eliminate data preparation required on alternative architectures for analytic model creation.

Question 2

Which statement is true about Native Object Store (NOS)?

• A. Vantage can both read and write NOS.
• B. Vantage can neither read nor write NOS.
• C. Vantage can write, but not read NOS.
• D. Vantage can read, but not write NOS.

Question 3

Which Analytics Database component performs the work associated with generating an answer set?

• A. ARC
• B. AMP
• C. DSA
• D. PDE

Question 4

Which index type is most efficient for range-based queries?
A Unique primary index
B. Partitioned primary index
C. Non-unique primary index
D Unique secondary index

Question 5

Which is a use case for a data lake?

• A. Fixed-capacity pricing
• B. Self-service data exploration
• C. High-volume tactical workloads
• D. Benefit from automatically modeled data

Question 6

For a one-off analysis, which is the fastest way to analyze data when joining NOS datasets to Vantage
tables?

• A. Vantage tables and NOS datasets cannot be analyzed together.
• B. Read the Vantage table and the NOS dataset directly through Vantage.
• C. Load the NOS dataset into a Vantage table, then read both tables through Vantage.
• D. Export the Vantage table to NOS, then read both datasets from NOS.

Question 7

Which feature of VantageCloud Lake allows different departments to independently run their own
compute-intensive workloads?

• A. Compute Workers
• B. Primary Cluster
• C. Object storage
• D. Compute Groups

Question 8

When work runs in a Computer Cluster, what does the Compute Cluster do with the result set?

• A. Results are placed in Native Object Store.
• B. Results are placed in Object File System.
• C. Results are sent to the Session Manager.
• D. Results are sent to the Primary Cluster.

Question 9

Which statement is true about both Primary Key and Primary Index?

• A. They are hashed.
• B. They must be defined.
• C. They are the same concept.
• D. They can be made up of multiple columns.

Question 10

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

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

Question 11

Which Vantage object contains one or more SQL statements, always executed as a single request?

• A. Stored procedure
• B. Fallback
• C. Function
• D. Macro

Question 12

Which Object File System table clause improves performance by grouping similar values into objects?

• A. GROUP BY
• B. MAP
• C. INDEX
• D. ORDER BY

Question 13

Where should tables be stored when low latency is required for tight service level goals?

• A. Object File System
• B. Compute Worker Storage
• C. Native Object Store
• D. Native Disk Storage

Question 14

Which statement is true in a relational database?

• A. Each table must have at least one foreign key.
• B. Each table must have exactly one foreign key.
• C. Every foreign key must be the primary key of another table.
• D. Every primary key must be the foreign key of another table.

Question 15

What is the primary responsibility of the access layer?

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