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Broadcom 250-608 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Advanced Analytics & Extensions | 12% | - In-database ML (MADlib) - Text analytics (GPText) - Vector databases and similarity search - Spatial data processing (PostGIS, H3) |
| SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Database Objects & Data Organization | 10% | - Tables, indexes, constraints - Data distribution and partitioning |
| Data Loading & External Data Access | 12% | - External tables and protocols - ETL pipelines and utilities |
| Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
| Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Troubleshooting & Maintenance | 8% | - Common issues and resolution - Upgrades and patching |
| Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals |
Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions:
1. Which two steps help improve ML model accuracy when using MADlib?
(Choose two)
A) Splitting data into training and test sets
B) Rewriting queries using hash joins
C) Repartitioning tables to a single segment
D) Normalizing numeric input features
2. What is required before training any machine learning model using MADlib in Greenplum?
A) Structured input data with labeled features
B) Enabling of MADlib in every user schema
C) Conversion of table to external format
D) Indexing of all numeric columns
3. Which of the following are the in-database ML solutions with Greenplum?
A) Pandas
B) PostgresML
C) SparkML
D) Apache MADlib
4. In Greenplum, the ___ SQL clause is typically used to filter test data after training a model with MADlib.
A) WHERE
B) GROUP BY
C) CREATE INDEX
D) TRAIN ON
5. When using Greenplum, which type of table distribution method ensures evenly spread data based on a column's value?
A) Replicated distribution
B) Random distribution
C) Round-robin distribution
D) Hash distribution
Solutions:
| Question # 1 Answer: A,D | Question # 2 Answer: A | Question # 3 Answer: B,D | Question # 4 Answer: A | Question # 5 Answer: D |
