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Independent Project - Kaggle Dataset-- I worked on the California Housing dataset, performing data cleaning and preparation; exploratory data analysis; feature engineering; regression model buildin…
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Professional_Certifications Public
A full set of the certificates achieved my the work I completed as part of various Professional Certifications, Specializations, Courses, and Projects.
UpdatedMar 5, 2024 -
Independent Project - Kaggle Competition -- I worked on the Data Science London data set for the Data Science London + Scikit-learn competition.
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedFeb 27, 2024 -
Independent Project - Kaggle Dataset-- I worked on the Superstore Sales Dataset, performing (as Part 1) data cleaning and preparation and exploratory data analysis. The main task was to make predic…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedFeb 27, 2024 -
Independent Project - Kaggle Dataset-- I worked on the European Soccer Dataset, using SQL (SQLite) to read in the data and then data wrangling before running statistical analysis and hypothesis tes…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedFeb 27, 2024 -
Independent Project - Kaggle Dataset-- I worked with the News Category Dataset, which provided a headline and description, etc. in .json format; used NLTK for NLP, tokenizing, lemmatizing, and find…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedFeb 27, 2024 -
Independent Project - Kaggle Dataset-- I worked with the Mall Customer Segmentation Dataset, which provided a various instances of shoppers of different ages, incomes, etc. I utilized unsupervised …
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedFeb 27, 2024 -
Independent Project - Kaggle Competition -- I worked on the obesity classification data set as part of a Kaggle Competition of the same name, scoring (for accuracy) above 0.9
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedFeb 27, 2024 -
Independent Project - I joined and manipulated data from disparate tables of movie information using Python & SQLite; defined schema, created tables/views, queried data, etc. Utilized CTE's, Window…
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Independent Project - I created a Docker image that stands up a website that live weather alerts on an interactive map.
Python BSD 3-Clause "New" or "Revised" License UpdatedFeb 22, 2024 -
Project for University of Michigan Applied Data Science Specialization -- Utilized NLTK library to process natural language, and then built several spelling recommenders for a list of misspelled wo…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 24, 2024 -
Project for University of Michigan Applied Data Science Specialization -- Analyzed network nodes and edges, developing custom features based on various scoring metrics; used features to train class…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 24, 2024 -
Project for University of Michigan Applied Data Science Specialization -- Predicted viewer engagement based on features related to video metrics; evaluated a large set of classifiers under differen…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 24, 2024 -
Project for University of Michigan Applied Data Science Specialization -- Developed functions to score similarity between text passages.
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 24, 2024 -
Project for University of Michigan Applied Data Science Specialization -- Performed NLP in order to build features of email messages; trained various classification models to help predict if a mess…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 24, 2024 -
Ind_Project_README-Generator Public
Independent (personal) project in which I automatically generate README files for each of my repositories from my coursework
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Engineering & Python course on ML & AI -- Created predictions for noise of an airfoil based on various physical features
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Final Project for IBM Data Science Professional Certificate -- Applied all skills and methods utilized in the series of courses for this certification to predict the success of SpaceX landings; iss…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Final Project for IBM Data Engineering & Python Professional Certificate -- Applied all skills and methods utilized in the series of courses for this certification
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Engineering & Python course on ETL & Big Data -- Scraped website data and made API calls for additional data; wrangled and transformed this data and loaded into a SQL database.
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Project for University of Michigan Python Programming Specialization -- Read in documents with images and text, and utilized CV libraries/packages to extract specific types of images and text, pair…
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for University of Michigan Python Programming Specialization -- Read in tweets and analyzed their content to perform basic sentiment analysis
Python BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Science course on Machine Learning -- Trained ML models for classification, evaluating based on a variety of metrics
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Science course on ML Models & Analysis -- Read in large dataset of home sales and utilized polynomial linear regression analysis to make predictions of future home sales prices
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Engineering & Python course on Linux & Shell Scripts -- Wrote and executed bash scripts to manipulate folders and files to create a full directory backup with automation using …
Shell BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Engineering & Python course on ETL & Big Data -- Read in data, wrote to SQL database and performed queries, performed statistical analysis and issued reports
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Science course on Statistics -- Read in a large data set and performed several statistical analyses and hypothesis testing
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Science course on Visualization & Dashboards -- Analyzed historical sales data, performing EDA and setting up an interactive dashboard
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024 -
Project for IBM Data Engineering & Python course on ETL & Big Data -- Read in live toll booth data, wrangles and transformed, and wrote into a SQL database
Python BSD 3-Clause "New" or "Revised" License UpdatedJan 17, 2024