mduncan23

mduncan23

Hotel_Cancellation_Predictor

End-to-end machine learning project to predict whether hotel guests will cancel their booking. Includes pricing analysis and recommendations for increasing revenue and reducing cancellations.

Tanzanian-Water-Wells-Analysis

Using supervised machine learning to predict the repair status of wells located across the country of Tanzania.

oreilly-book

R-practice

Repo to Practice R and RStudio

tanz-wells-2

ML_Practice

King-County-Real-Estate-Analysis

Using data, linear regression, and statistical modeling to guide home renovation decisions.

SQL-interview-questions-lab

SQL-using-sql-with-pandas-lab

SQL-subqueries-lab

SQL-one-to-many-and-many-to-many-joins-lab

SQL-join-statements-lab

SQL-grouping-data-with-sql-lab

SQL-filtering-and-ordering-lab

SQL-filtering-lab

dsc-filtering-v2-4

Predicting-Harmful-Algal-Blooms

Utilized Machine Learning, Geospatial, and image analysis to predict harmful algal blooms within inland bodies of water across the continental United States. Collected large amounts of data from multiple sources including Sentinel and Landsat satellites and the Copernicus Digital Elevation Model.

Click-That-Recommendation-Button

A project utilizing machine learning to build a predictive recommendation system that takes users' movie ratings and gives suggestions. The model can also consider a user's genre preferences when making predictions.

ntl01-dtsc-live-103122

Main cohort repo

dsc-implementing-recommender-systems

dsc-word-vectorization-lab

dsc-pca-and-digital-image-processing-lab

dsc-pca-and-digital-image-processing

dsc-pca-and-pipelines-v2-1

dsc-tuning-neural-networks-with-regularization-lab-v2-1

dsc-introduction-to-keras-lab

dsc-introduction-to-keras

dsc-introduction-to-neural-networks-lab

dsc-nlp-lab