Country Code Extractor For Wire Transactions - A Banking Compliance Anti-Money-Laundry Investigation Application Utilizing Convolutional Neural Network

Regression Trees and Rule-Based Models

Non-Linear Regression

Linear Regression and Its Cousins

ARIMA

Exponential Smoothing

Data Preprocessing

Time Series Decomposition

Forecaster's Toolbox

Time Series

Principles of Data Visualization and Introduction to ggplot2

Computational Mathematics

Functions of Several Variables

Finding the Best Model

Taylor Series Approximations

Univariate & Multivariate Calculus

Regression Analysis in R 2

Run the Model: Bagging, LOOCV

Regression Analysis in R 1

Markov Chains, Random Walks

Central Limit Theorem, Generating Functions

Sums of RVs, Law of Large Numbers

Imp. Distributions, EX, VARX

Run the Model: LR, NB, kNN

Combinatorics, Conditional Probability

Probability Distribution

Linear Transformations, Representations

Eigenvalues, Eigenvectors

Trace, Determinant, Factorization

Vectors, Matrices, Systems of Equation

Final Project Proposal

DATA 607 - Final Project

Data 606 - Data Final Project

Data 607 - TidyVerse - Part 2

Data 607 - TidyVerse - Part 1

Data 606 - Lab9 - Multiple Linear Regression

Data 606 - Hw9 - Multiple and Logistic Regression

Data 607 - Final Project Proposal

Data 607 - Discussion 11 - Recommender Systems

Data 606 - Hw8 - Introduction to Linear Regression

Data 606 - Lab8 - Introduction to Linear Regression

Data 606 - Data Project Proposal

Data 607 - Data Science in Context Presentation - Basic Data Mining with n-Grams

Data 607 - Hw7 - Working with XML and JSON in R

Data 606 - Lab5B - Foundations for Statistical Inference - Confidence Intervals

Data 606 - Lab5A - Foundations for Statistical Inference - Sampling Distributions

Data 607 - Hw5 - Tidying and Transforming Data

Data 606 - Hw4 - Distribution of Random Variables