lecritch

capstone2020

Cene-Image-Classification

Cene is an image classification application that aims to classify images of 6 landscapes into corresponding albums. The landscapes this app is capable of classifying are buildings, forests, glaciers, mountains, seas and streets.

credit-card-fraud-detection

This dataset and problem, a provided by Kaggle, can be found here: https://www.kaggle.com/mlg-ulb/creditcardfraud. The aim is to identify fraudulent credit card transactions as well as to deal with the significant class imbalance issues present in this dataset.

customer_churn_prediction_syriatel

This project aims to provide SyriaTel with a model to help predict whether a customer will soon churn.

king_county_housing_prices_linear_regression

This repo contains EDA of 2019 King County housing data. It also contains iterations of generating linear regression models to predict home sale prices.

nationalism_using_gdelt

This project aims to dive deeper into extracting the data in the GDELT Project which is a 'global database of society'. More specifically, I aim to investigate nationalistic movements around the world through NLP practices as well as investigating trends over time using time series analysis.

opportunity_youth_statistical_analysis

This project offers an updated estimate of the number of Opportunity Youth in South King County using the 2017 5-year American Community Survey (ACS) Public Use Microdata Survey (PUMS).

Rate-5-Get-5-Movie-Recommendation-System

We aim to create a recommendation system based on the MovieLens dataset from the GroupLens research lab at the University of Minnesota. Furthermore, we would like to deploy a web app that will alloy a user to enter some ratings for movies that they have seen, and then, based on the model we have implemented, it will reccomend movies that align with their interests.

respones_to_resistance_model_analysis

This project analyses response to resistance data for the Dallas police municipality. A model is created to predict whether citizens are injured if they resist police arrest.

lecritch/dsc-implementing-recommender-systems-lab

lecritch/excel-to-python-data-science-intro-000

lecritch/for-loops-readme-data-science-intro-000

lecritch/jupyter-notebook-introduction-data-science-intro-000

lecritch/learn-co-sandbox

lecritch/plotting-data-lab-data-science-intro-000

lecritch/plotting-data-readme-data-science-intro-000

lecritch/py-lists-with-maps-data-science-intro-000

lecritch/python-dictionaries-lab-data-science-intro-000

lecritch/python-dictionaries-readme-data-science-intro-000

lecritch/python-for-loops-lab-data-science-intro-000

lecritch/python-lists-lab-data-science-intro-000

lecritch/python-lists-readme-data-science-intro-000

lecritch/python-practice-with-datatypes-data-science-intro-000

lecritch/python-variables-lab-data-science-intro-000

lecritch/python-variables-readme-data-science-intro-000