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Data Engineering Content (Big Data topics/tools (Spark, Hadoop/HDFS,…
Data Engineering Content
Database Management Systems
Relational DBMS
PostgreSQL
NoSQL DBMS
MongoDB
Graph DBMS
Neo4J
Building a data pipeline
Cleaning data
Collecting/getting data
Storing data
Big Data topics/tools
Spark
Hadoop/HDFS
MapReduce
Hive
Apache Pig
Cloud-based data engineering topics
Amazon AWS
MSFT Azure
Google BigQuery
Special topics in data management
Security
Privacy
anonymizing data
HIPAA/FERPA/etc.
Data marts/data warehouses
Data modeling
relational data model
normalizing data
ERD diagrams
Attachment 8 Appendix J