Pinned Repositories
API-python
Using the OpenWeatherMap and GooglePlaces APIs to visualize location based weather data.
bakerv.github.io
citibike-data-extraction_2013-2021
This project extracts monthly trip data from amazon S3 buckets, and loads them into a SQL database. The 112 million trips are aggregated to create a Tableau story on bicycle longevity.
COVID19-Analysis-Bexar-County
D3-challenge
Using D3.js to create an interactive data visualization for html.
Data-Visualization-Matplotlib
This project explores data visualization options using Python. Ease of use and capability of the Pandas and Matplotlib libraries are compared. The data is a simulated oncology study in mice.
fer-webcam
This app receives a video stream from the users browser, and returns an emotion prediction based on facial expression. Face detection is implented using a Haar Cascade. The portion of the image containing a face is passed to a Convolutional Neural Network for emotion prediction.
ML-kepler-exoplanets
This project tests the efficacy of machine learning algorithms at predicting the classification of planetary candidates. Ease of implementation and final accuracy are compared for Random Forest and simple deep learning models.
plotly-dashboard
This interactive plotly dashboard visualizes bacterial oligarch species inhabiting belly buttons. The user is able to view study data for individual participants. Javascript and D3 are used to parse through the JSON file, bind data, and dynamically write html to the page.
sharks-western-australia
This app explores site preferences for sharks using geoJSON data and interactive maps. The goal was to test the hypothesis that tiger sharks display site fidelity for shipwrecks. The raw data from the API is cleaned, and then added to a leaflet map as a custom icon for each shark species or ship.
bakerv's Repositories
bakerv/fer-webcam
This app receives a video stream from the users browser, and returns an emotion prediction based on facial expression. Face detection is implented using a Haar Cascade. The portion of the image containing a face is passed to a Convolutional Neural Network for emotion prediction.
bakerv/sharks-western-australia
This app explores site preferences for sharks using geoJSON data and interactive maps. The goal was to test the hypothesis that tiger sharks display site fidelity for shipwrecks. The raw data from the API is cleaned, and then added to a leaflet map as a custom icon for each shark species or ship.
bakerv/API-python
Using the OpenWeatherMap and GooglePlaces APIs to visualize location based weather data.
bakerv/bakerv.github.io
bakerv/citibike-data-extraction_2013-2021
This project extracts monthly trip data from amazon S3 buckets, and loads them into a SQL database. The 112 million trips are aggregated to create a Tableau story on bicycle longevity.
bakerv/COVID19-Analysis-Bexar-County
bakerv/D3-challenge
Using D3.js to create an interactive data visualization for html.
bakerv/Data-Visualization-Matplotlib
This project explores data visualization options using Python. Ease of use and capability of the Pandas and Matplotlib libraries are compared. The data is a simulated oncology study in mice.
bakerv/ML-kepler-exoplanets
This project tests the efficacy of machine learning algorithms at predicting the classification of planetary candidates. Ease of implementation and final accuracy are compared for Random Forest and simple deep learning models.
bakerv/plotly-dashboard
This interactive plotly dashboard visualizes bacterial oligarch species inhabiting belly buttons. The user is able to view study data for individual participants. Javascript and D3 are used to parse through the JSON file, bind data, and dynamically write html to the page.
bakerv/Image-Classification-Tensorflow
Using Python and Tensorflow to build a convolutional neural network to classify the Cats vs. Dogs data set.
bakerv/javascript-challenge
Automated table creation and filtering on an HTML page with javascript.
bakerv/leaflet-challenge
Visualization of USGS earthquake data using leaflet and javascript.
bakerv/leet_code
Solutions to leed code practice problems
bakerv/lstm-temperature
bakerv/ms_sql_server
bakerv/nlp-data-cleaning
Using the BBC news data set, tokenize the news articles, remove stop words, and convert the sentences to sequences.
bakerv/pandas-challenge
bakerv/python-challenge
bakerv/shopify_data_science_challenge
bakerv/SQL-challenge
Using SQL to join data tables and extract information
bakerv/sqlalchemy-challenge
Use the python sqlalchemy library to make SQL queries and define classes to automate table mapping to objects
bakerv/Stock_Data_VBA
bakerv/tf-hyperparameter-tuning
Experimentation with the keras tuner on the fashion mnist data set
bakerv/transfer_learning_tensorflow
Using transfer learning to classify images with a neural network
bakerv/vaccine-velocity
Analysis of COVID-19 vaccine uptake velocity
bakerv/Web-Design-Challenge
Implementation of an HTML dashboard for API data
bakerv/web-scraping-ETL
Data was collected through web scraping with Splinter and mongoDB. Flask and PyMongo were used to display the data and deploy a webpage on a local server.
bakerv/wyrmwood_tables
Estimates for MGT delivery dates based on current production data.