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CompTIA DataSys+ Syllabus

Data Systems Management

Covers managing data systems, database administration tasks, performance tuning, backup and recovery, and high availability strategies.

26%

Weight

Questions

Marks

Database Installation and Configuration

Database server installation
Configuration parameters
Instance vs database concepts
Connection management
Resource management

Performance Management

Query optimization and execution plans
Indexing strategies (clustered, non-clustered, composite, covering)
Statistics and query analyzer
Wait types and bottleneck identification
Memory and CPU resource management

Backup and Recovery

Full, differential, and incremental backups
Transaction log backups
Point-in-time recovery
Recovery models (simple, full, bulk-logged)
Backup verification and restore testing

High Availability and Disaster Recovery

Database clustering
Replication types
Always On Availability Groups
Log shipping
RTO and RPO concepts

Data Governance, Security, and Compliance

Covers data governance frameworks, data security controls, privacy regulations, access management, and data lifecycle management.

25%

Weight

Questions

Marks

Data Governance Frameworks

Data stewardship and ownership
Data catalog and metadata management
Data lineage
Master data management (MDM)
Data quality management

Database Security

Authentication and authorization
Role-based access control (RBAC)
Database encryption (TDE, column-level)
Data masking and anonymization
Auditing and logging

Compliance and Privacy

GDPR implications for databases
HIPAA data security requirements
PCI-DSS for databases
Data retention policies
Right to erasure/right to be forgotten implementation

Data Analysis and Reporting

Covers data querying with SQL, data transformation, reporting tools, data visualization, and deriving insights from structured data.

20%

Weight

Questions

Marks

Advanced SQL

Joins (INNER, LEFT, RIGHT, FULL, CROSS)
Aggregate functions (SUM, COUNT, AVG, MIN, MAX)
Window functions (ROW_NUMBER, RANK, DENSE_RANK, LAG, LEAD)
CTEs (Common Table Expressions)
Subqueries and derived tables
Stored procedures and functions

Data Transformation

ETL vs ELT processes
Data cleansing techniques
Data normalization and denormalization
Type conversion and handling NULLs

Reporting and Visualization

Report design principles
BI tools integration (Power BI, Tableau)
Dashboards and KPIs
Scheduled and ad-hoc reporting
Exporting and distributing reports

Database Management Systems

Covers relational and non-relational database types, schema design, normalization, and the characteristics of major DBMS platforms.

17%

Weight

Questions

Marks

Relational Databases

ACID properties (Atomicity, Consistency, Isolation, Durability)
Entity-Relationship (ER) modeling
Normalization (1NF, 2NF, 3NF, BCNF)
Keys (primary, foreign, composite, surrogate)
SQL Server, MySQL, PostgreSQL, Oracle characteristics

Non-Relational Databases

NoSQL types: document (MongoDB), key-value (Redis), columnar (Cassandra), graph (Neo4j)
CAP theorem (Consistency, Availability, Partition tolerance)
BASE vs ACID
Use cases for NoSQL vs relational

Data Modeling

Conceptual, logical, and physical data models
Star and snowflake schema (data warehousing)
Dimensional modeling (facts and dimensions)
Schema migration and versioning

Data Infrastructure

Covers the underlying infrastructure for data systems, including cloud data platforms, storage technologies, and network considerations for databases.

12%

Weight

Questions

Marks

Cloud Data Platforms

Cloud database services (AWS RDS, Azure SQL Database, Google Cloud SQL)
Cloud data warehouses (Redshift, Synapse Analytics, BigQuery)
DBaaS trade-offs vs self-managed databases
Scaling in cloud (horizontal vs vertical)

Storage and Networking for Databases

Storage types (SSD, SAN, NAS) and performance impact
IOPS and throughput considerations
Network latency and database performance
Containerized databases (Docker, Kubernetes)

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Learning Progress

Data Systems Management 85%

Data Governance, Security, and Compliance 92%

Practice Test Scores

95%

Latest Score

Above passing threshold

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