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Javern Wilson
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DATA621 Assignment 5
Count Regression
DATA624 Homework 9
Tree Modeling:
Single Trees(Rpart), Model Trees( M5), Bagged Trees, Random Forest, Boosted Trees (GBM) and Cubist
DATA624 Homework 8
Non-Linear Regression
Neural Networks, Support Vector Machines (SVM) and Multivariate Adaptive Regression Splines (MARS)
DATA621 Assignment 4
Linear and Logistic regression
DATA608 Module 6
D3.js: Streamgraph
DATA621 Final Project
Credit Risk Analysis
DATA621 - Blog 4: Partial Least Squares (PLS) Regression
PLS Regression: An Example
DATA621 Homework 3
Binary Logistic Regression
DATA621 - Blog 4: Linear Regression and it's Cousins
Ordinary Linear Regression, Ridge, Lasso, Elastic Net
DATA624 Homework 7
Regression: Partial Least Square (PLS), Ridge
DATA608 Module 5
HTML
DATA621 Project 1
ATM Forecasts, Residential Power Usage
DATA624 Homework 6
ARIMA
DATA621 Assignment 2
Classification Metrics
DATA608 Project Proposal
Global Terrorism Database
DATA624 Homework 5
Exponential Smoothing
DATA624 Homework 4
Data Preprocessing - Zero Factor Variance, Handling Missing Values...
DATA621 - Assignment 1
Multiple Linear Regression, Model Building and Evaluation
DATA621 - Blog 1: Multicollinearity
Use of VIF function and mctest package
DATA624 Homework 3
Time Series Decomposition
DATA624 Homework 2
Forecasting Methods, Box-Cox Transformations, Residual Analysis, and Accuracy
DATA624 Howework 1
Time Series Graphics
DATA608 Assignment 1
Principles of Data Visualization and Introduction to Ggplot2
DATA605 Wk3 Discussion3
Eignenvalues and Eigenvectors
DATA605 Wk2Discussion2
Determinants of Matix
DATA605 Wk1Assignment1
Intro: Linear Algebra, Vectors and Matrices
DATA612 Final Project
Anime Recommendation System
DATA612 Week 5 Research Discussion 4
Mitigating the Harm of Recommender Systems
DATA612 Project Proposal
Anime Recommender System
DATA612 Week 4 Project 4
Collaborative Filtering: Dating Recommender System
DATA612 Week3 Research Discussion 3
Bias in Recommender Systems: Feedback Loops
DATA612 Week 3 Project 3
Matrix Factorization: SVD - Singular Value Decomposition
DATA612 Week3 Research Discussion 2
Music Recommendations at Scale with Spark
DATA612 Week 2 Project 2
Project 2 | Content-Based and Collaborative Filtering
DATA612 Week2 Research Discussion
HULU Recommendation System
DATA612 Week1
Assignment 1: Create User-Item Matrix and do RSME Calculations
DATA606 Final Project
GDP(per capita) and Suicide
DATA607 Final Project
Air Quality and Rent Prices
DATA607 Tidyverse Assignment
Purrr and Stringr
DATA607 WK13 Assgnmt
Migrate from Relational Data to NoSQL
DATA607 WK12 HMWK
Multiple Regression
DATA606 WK12Asgnmt
Multiple Regression
DATA607 WK10 Project4
Text Mining
DATA606 WK10 Lab 7
Simple Regression
DATA606 WK10Asgnmt
Linear Regression
DATA607 WK9 Assgnmt
Working with APIs
DATA606 WK9 Asgnmt
Inference for Categorical Data
DATA606 Project Proposal
Suicide Rates and GDP
DATA607 WK8 Project 3
Tobacco
DATA607 WK7 Assgnmt
HTML, XML, JSON
DATA606 WK7 Asgnmt
Foundation for Inference
DATA607 WK6 Proj 2
Project 2
DATA606 WK4 Asgnmt
Normal Distribution
DATA607 WK5 Assgnmt
Working with Tidy Data
DATA607 WK4 Project 1
Character Manipulation and Data Processing
DATA607 WK3 Presentaion
Probability
DATA607 WK3 Assgnmt
Strings and Regular Expressions
DATA606 WK2 Homework
Probability
DATA607 WK2 Assgnmt
Use of R and SQL
DATA606 WK1 Asgnmt
Introduction to Data: Chapter 1
DATA607 WK1 Assgnmt
Loading and Transformation of the Mushroom Dataset
R Week 3 Assignment
Final Project
Data Science Math Bridge Week 2 Assignment
Assignment dealing probability
Javern Wilson R Bridge Week 2 Assignment
Week 2 Assignment for reading and manipulating csv files
Data Science Math Bridge Week1 Assignment
Week 1 Bridge Homework
Javern Wilson R Bridge Week 1 Assignment
Homework Assignment