| Dates |
Topics(Chapters) |
Class Notes |
Reading Assignment |
Writen/Programming Assignment |
|
Introduction, Alg. Analysis |
slides (ppt,
pdf),
handout
fib.py
sort.py
|
Chapter 0 (DPV),
math background review
(logarithm, khan academy on logarithms, math. induction)
|
|
| |
Review of Data Strucgure |
hashing (pdf,
ppt,
handout)
heap (visualization),
heapsort)
Intro to Data Structure (pdf,
doc)
|
Chapter 1 (1.1,1.2,1.5) (DPV), Chapter 12 (CLR),
|
|
|
Divide and Conquer: Sorting, Master Theorem |
slides (ppt,
pdf),
handout
MergeSort.cpp
|
Chapter 2 (2.1-2.5)(DPV),
Section 2.3.1, Chapter 4 (CLR)
|
|
|
QuickSort (Selection), Counting sort, radix sort |
slides (pdf
ppt,
handout)
on multiplication and exponentiation (pdf,
ppt)
|
QuickSort Explained in Python
Chapter 1 (1.1,1.2,1.5) (DPV) |
|
| |
Graph Algorithms |
slides (ppt
pdf,
handout)
A* search
|
Chapter 3-4 (DPV), chapter 22, 22.1-22.3 (CLR)
blog on graph
NetworkX Reference,
Graph Algorithms in Neo4j
|
|
| |
Midterm
|
|
|
|
| |
Dynamic Programming |
(pdf, ppt handout) |
Chapter 15 (CLR), Chapter 6 (6.2, 6.4, 6.6) (DPV) |
|
| |
Linear Programming |
slides (pdf,
PPT),
handout |
Chapter 29 (CLR), Chapter 7 (DPV) |
|
|
NP-Complete Problem
|
slides (pdf,
ppt),
handout
|
|
|
| |
Linear Programming
|
|
|
|
| |
NP-Completeness, Intro to Big Data Algorithms
|
slides (Big Data (1))
|
|
|
|
Streaming algorithms
|
slides (Big Data (2),
(3))
|
|
|
| Final Exam (cumulative) and presentation |
|
|
|
|
