CIS360 Course Contents

Syllabus

Download the syllabus from here

Week	Lecture	Demo
1	data pipeline database paradigm	Docker Install
2	Key value redis columnar cassandra	redis demo cassandra demo cassandra demo commands
3	Relational Database	mysql demo
4	Document Database	mongodb demo data mongodb demo video
5	Graph Database	neo4j demo data
6	Data Warehouse Big Data and Hadoop	hadoop demo materials hadoop demo video
7	Apache Kafka	kafka demo materials kafka demo video
8	Apache Storm	storm demo materials
9	Spring Break	Spring Break
10	Data Visualization with Tableau
11	Embeddings	embeddings demo
12	RAG	RAG Demo
13	Recommender Systems
14	LLMs and Prompt Engineering
15	Ontology and Knowledge Graph	Protege demo

Quiz	Syllabus
Quiz 1	data pipeline, database paradigm, key value, redis, columnar, cassandra
Quiz 2	relational db, MySQL, document db, Mongo, graph db, Neo4j
Quiz 3	data warehouse, hadoop, kafka
Quiz 4	apache storm, embeddings
Quiz 5	RAG, recommender systems
Quiz 6	knowledge graph, ontology, prompt engineering