2018-2019 Materials
Lab Syllabus
Getting Started
Lab Machine SSH Protocols
Junior Materials
PythonEssentials.pdf
Volume1.pdf
Volume2.pdf
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