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Broadcom 250-608 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Data Loading & External Data Access | 12% | - External tables and protocols - ETL pipelines and utilities |
| Troubleshooting & Maintenance | 8% | - Common issues and resolution - Upgrades and patching |
| Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - In-database ML (MADlib) - Text analytics (GPText) - Spatial data processing (PostGIS, H3) |
| Database Objects & Data Organization | 10% | - Tables, indexes, constraints - Data distribution and partitioning |
| Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| SQL Fundamentals & Functions | 5% | - 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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