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bpoulin-CUNY

Bethany Poulin

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Data 612- Project 4
Data 612 - Project 2
Analysis of UCI Food Recommender
Data 612 - Project 2
Recommender system comparison NOTE THE SEED WAS ALTERED BEFORE THE PUSH SOME ERROR SCORES AND INTERPRETATIONS HAVE CHANGED
Data - 612 Research Assignment One
Air BnB Trip Matcher Decomposition
Data 621 Exploratory
Variable exploration
Data 605 Final
This is it! I will post a video as soon as possible!
Week 15 Discussion Problem 8.3.5
Solve for a partial derivative at the point (1,2)
Data 605 Week 14 Discussion
Problem 8.8.5 using Pracma package in R
Data 605 Week 13 Discussion
I chose to illustrate the 10th problem in section 4.1 in our text of newton's Method using the `animation` package in R.
Discussion 12
UC Irvine Forest Fires Data - Regression Analysis
Data 605 Discussion Problem 11.1
Markov Chains
Week 8 Discussion
Data 605 Week 8 Discussion Chapter Discrete Probabilities
Data 605 Discussion Week 7
Problem 13 from page 199 in text. Feel free to give feedback!
Discussion Week 6 - Question 13
License Plates - page 89
Discussion Week 5 - Random Walks
I chose to see if a random walk in 3D space ever brings you home!
Discussion Week 4 Linear Transformations
C 25 from Page 473 in the Paper Copy
Discussion Week 3
Question C20 on page 415
Discussion Week 2
Question C.21 page 305 of First Course in Linear Algebra - Beezer, V 2.02
Data 605 Updated Discussion One
I added a cool version with matlib echelon that shows how the reduction was accomplished.
Document
Week One Discussion Problem
This is just the PRACMA package solution of problem C10 on page 41 of the text book, using RREF method
Marshall Crop Loss
Nanigans Interview
Presentation Data 607 Final
Crop Models
Predicting Crop Loss Using Historical Weather Data
This is the initial model in on ongoing series of weather data, which is being submitted as the final project for Data 607 in the MS Data Science program.
Indian Liver Patients - Logistic Predictions
This is the current working version of my final project.
Assignment 12 _NoSQL
Data 607 week 12 assignment
Extreme Weather Proposal
This is a simple description of my final project proposal, extreme weather as a predictor of damage, injury and loss.
Recommender Systems: True Fit
This is my rMarkdown Document for week 11 discussion
Week Nine - API NYTimes
This is my assignment for using the API to extract data from New York Times web portal and converting it to a data frame.
Group 4 - Data Science Skills Presentation
This is the group project for fall semester 2017 DATA 607 Project # 3. Our group members were Lidiia, Peter, Fahad & Bethany
Age Adjusted Rates
A simple explanation of Age Adjusting. You can translate this into a function in any programming language.
Week 7 _ Assignment
This is the data models assignment where we created data in HTML, JSON and XML then converted it to an R data frame. The raw data files can be found in my github repository at: https://raw.githubusercontent.com/bpoulin-CUNY/Data607/master/books.csv https://raw.githubusercontent.com/bpoulin-CUNY/Data607/master/books.html https://raw.githubusercontent.com/bpoulin81/Data607/ac48db2df3ec30fb48cd2fa18effcc7b428b4f4a/books.json https://raw.githubusercontent.com/bpoulin-CUNY/Data607/master/books.xml
DATA 606 Homework Presentation Problem 4.13
This is just an rMarkdown presentation of homework problem 4.13 from OpenIntroStatistics
Project Two - Three Data Sets
This is a series of web scrapings and API calls restructured using Tidy methods and best practices.
St. Louis Social Vulnerability Index (SVI)
This dashboard , born out of curiosity and a sense of social justice is an adaptation of a work project for New Hampshire Department of Health and Human Services
Week 5 Assignment Data 607
This is the html version of the Tidy Data Assignment for week 5. The code links directly to the csv file on my public Github page where the script will automatically grab the data. If you have another source in the same structure, you can substitute that link to test this script on. the flexdashboard windows should adjust to show more data and the page will scroll to accommodate longer charts and tables .
Data 607 Project One
This is the acquisition and cleaning of the chess.text data and the creation of a working CSV which could be imported into SQL tables for analysis and storage. The .csv file is located in Github if you would like to try this yourself. https://raw.githubusercontent.com/bpoulin-CUNY/Data607/master/chess.txt
Week 3 Homework
String manipulation