TJ Whipple's repositories
Disaster_Tweets_NLP
Created a model using Natural Language Processing to determine if messages from Twitter can be used to distinguish tweets about a real disaster from just regular, everyday tweets.
MNIST_Digits_Classification_NN
This notebook is my first attempt to build a basic neural networks model that can recognize hand-written digits of images from the infamous MNIST dataset.
Mushroom_Classifier_Model
Using a classification model on categorical data in order to identify poisonous verses edible mushrooms.
Small_Ski_Resort_Analysis
Using data from a local ski resort I created an unsupervised cluster model in order to group skiers into more marketable categories to improve retention.
Tanzanian_Water_Pump_Classification
Using data from Taarifa and the Tanzanian Ministry of Water (on the DataDriven Competition website) I created a machine learning model to predict which water pumps were functional or non-functional.
Zillow_Time_Series_Forcast
Forecasting real estate prices of various zip codes according to a business plan and a SARIMAX model using data from Zillow.
Cats_and_Dogs_Classification_CNN
Using images of cats and dogs, I built a CNN classifier that would recognize the difference.
Code_Challenge_Good_VS_Evil
Another fun code challenge on Codewars
Code_Challenge_Mexican_Wave
This is a level 6 kyu Codewars challenge that mimics a stadium wave across strings.
Code_Challenge_Numbers_In_Strings
Coding challenge Kata that uses Regular Expressions and a lot of trial and error to solve.
Code_Challenge_Pyramid_Array
In this level 6kyu from Codewars, I solve the Pyramid Array challenge - which involves using repetitive digits to add to increasingly larger lists, all within a list and forming a sort of pyramid.
Code_Challenge_Simple_String_Reversal
Coding challenge Kata that uses strings, lists, for loops, and character slicing reversal.
Coding_Challenge_Consecutive_Repetition
This was a really challenging kata for me - though I had the concept in my head, it took forever to get the code to work! I tried dictionaries, groupby's, and regular expressions...
Feature_Scaling_Experimentation
This notebook is where I hope to gain more insight into the world of standarization, normalization, and log transformations. I will create a list and then apply the following above in order to learn more about how the data changes and reacts to each method.
Hungarian_Vowel_Harmony
A fun coding challenge from Codewars dealing with adding different strings to the end of a string based on Hungarian Vowel Rules.
Modeling_Earthquake_Damage
Predicting earthquake damage through Richter scale.
Music_Recommender_System
Attempt to build my first recommendation system repo
Superhero_NLP
Trying to determine if a superhero is good or bad from text.
Titanic_Classifier_Competition
This is the basic model that I built for my first Kaggle Competition.
Used_Car_Price_Regression_Model
Used Toyota car price regression model with EDA
Web_Scraping_Books
First attempt at using Beautiful Soup and Selenium to web scrap a fun site.
Wine_Classification
Using open source data from Kaggle, I created a wine classification model based on quality.