1. SEEM5770/ECLT5840 Course Review
The examination will mainly cover the following lecture notes on
Networking: Introduction, Application Layer, Transport Layer, Network Layer, and Data Link Layer.
Database: SQL
Data Mining: Classification, Association Rule Mining, and Clustering.
It is important to know the main concepts, techniques, mechanisms, and algorithms.
It is important to know how to explain them using examples.
It is important to have a big picture on the Internet.
The exam is an open lecture note exam.
The final exam is 7:30-9:30pm, December 4, (the lecture day) and the same class room.
Bring your student ID,
You can use a calculator but not a smartphone.
course review

2. Introduction: Computer Network and the Internet
The Network Layer
Introduction: Computer Network and the Internet
Datagram networks
IP addresses, Subnet, Forwarding Table
Routing algorithms
Link state
Distance Vector
Internet structure
Packet-switched networks
Delay-&-Loss
Protocol layers
Application layer
The Data Link Layer
Web, DNS
Multiple access protocols
The Ideal case, and the different approaches.
Link-Layer Addressing
MAC Addresses
Address Resolution Protocol (ARP)
Transport Layer
Principles of reliable data transfer
Building a Reliable Data Transfer Protocol (rdt)
Go-Back-N (GBN)
course review

3. Database System Concepts
Introduction to DBMSs.
Relational Model
SQL language
Data Mining
What is data mining?
The basic data mining techniques
Classification
Decision Tree
Naïve Bayesian Classifier
kNN
Association Rules Mining
The basic Association rule (support, confidence)
The basic Apriori Algorithm
Clustering
K-means
Hierarchical clustering
course review