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
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	Data Preprocessing	panda demo
12	Clustering	Clustering Demo
13	Classification	Decision Tree Demo
14	Classification	Streamlit Demo
15	Ontology and Knowledge Graph	Protege demo

Quiz	Syllabus	Date
Quiz 1	data pipeline, database paradigm, key value, columnar	Section1: January 25
Quiz 2	relational db, document db	Section1: February 8
Quiz 3	graph db, data warehouse, hadoop	Section1: February 29
Quiz 4	kafka, storm	Section1: March 14
Quiz 5	tableau hands on	Section1: March 28
Quiz 6	clustering, data preprocessing	Section1: April 11
Quiz 7	classification, knowledge graph, ontology	Section1:April 23, MAK D2233 12PM-12:50PM