Exam Code: 250-608
Exam Name: Tanzu Greenplum v7 Technical Specialist
Certification Provider: Broadcom
Corresponding Certification: ValueOps
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Broadcom 250-608 Exam Syllabus Topics:

SectionWeightObjectives
Query Optimization & Performance11%- Tuning strategies and best practices
- Query planning and execution
Greenplum Foundational Concepts5%- Distributed database fundamentals
- Architecture and components
Data Protection & High Availability10%- Mirroring and fault tolerance
- Backup and recovery strategies
Security & Access Control7%- Data encryption and compliance
- Authentication and authorization
Data Loading & External Data Access12%- External tables and protocols
- ETL pipelines and utilities
Troubleshooting & Maintenance8%- Common issues and resolution
- Upgrades and patching
Advanced Analytics & Extensions12%- Vector databases and similarity search
- In-database ML (MADlib)
- Text analytics (GPText)
- Spatial data processing (PostGIS, H3)
Database Objects & Data Organization10%- Tables, indexes, constraints
- Data distribution and partitioning
Cluster Management & Monitoring10%- Monitoring tools and health checks
- Resource groups and workload management
SQL Fundamentals & Functions5%- Built-in functions and extensions
- Basic and advanced SQL

Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions:

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


2. What does the gptext-create utility primarily configure?

A) New Greenplum segment nodes
B) Network bandwidth usage
C) Query rewriting rules
D) Solr collections and schemas


3. Which extension must be enabled in Greenplum to use spatial functions such as ST_Distance or ST_Intersects?

A) PostGIS
B) HDFS
C) PL/R
D) MADlib


4. Which of the following are the in-database ML solutions with Greenplum?

A) SparkML
B) Apache MADlib
C) Pandas
D) PostgresML


5. Which Greenplum utility is used to redistribute table data across segments based on a new distribution policy?

A) gpmapreduce
B) gptransfer
C) gpdist
D) gpexpand


Solutions:

Question # 1
Answer: D
Question # 2
Answer: D
Question # 3
Answer: A
Question # 4
Answer: B,D
Question # 5
Answer: B

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