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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions:

1. Which two steps are typically required when building a supervised learning model using MADlib?
(Choose two)

A) Creating a feature matrix and target column
B) Migrating the database to Hadoop
C) Compressing the model using ORC
D) Running the MADlib training function

2. Which Greenplum SQL function is used to search indexed documents within GPText collections?

A) solr_query()
B) gptext_search_json()
C) gptext.query()
D) gptext_search()

3. What is the primary purpose of Redistribute Motion node in a Greenplum query plan?

A) To broadcast the tuples from each segment to all other segment
B) To manage container orchestration
C) To send tuples to a particular segment based on the hash value of the defined distribution column
D) To gather tuples from the segments to the coordinator node

4. A data analyst wants to train a logistic regression model in Greenplum to predict customer churn. They've structured a dataset with is_churned as the target and several numeric features.
Which steps should they take to complete model training using MADlib?

A) Create a writable external table to store model predictions
B) Use a SELECT statement to call madlib.logregr_train() on the dataset
C) Export the data to a CSV file and train using scikit-learn
D) Use gpload to load the model weights

5. Which Greenplum features support workload balancing and query parallelism?
(Choose two)

A) Interconnect fabric
B) Query optimizer
C) Segment mirroring
D) Tuple movement

Solutions: