2018-2019 Materials

Lab Syllabus
Getting Started
Lab Machine SSH Protocols

Junior Materials

PythonEssentials.pdf
Volume1.pdf
Volume2.pdf

**Unix1
**Unix2

Senior Materials

MATH 403: VOLUME 3

**RegularExpression
**WebTechnologies
**WebScraping
**WebCrawling
**Pandas1
**Pandas2
**Pandas3
**Pandas4
**MongoDB
**Parallel Computing 1: iPyParallel
**Parallel Computing 2: MPI_Intro

**Pandas5: GeoPandas
**Spark
Scikit-Learn Intro
PCA and LSI
Metropolis
Gibbs Sampling and LDA
SpeechRecognition
KMeans
KalmanFilter
ARMA

MATH 403: VOLUME 4

Animation
IVP
Weightloss
SIR
Lorenz Equations
Finite Difference
Heat Flow
Anisotropic Diffusion
Poisson’s Equation
Wave Equation

Finite Element
Spectral 1
Spectral 2
River Crossing
Inverse Problems
Total Variation
Inverted Pendulum
HIV

**Data Science Essentials