anandbraman Goto Github PK

anands-dataops-proj

association-rules-iems-308

Using apriori algorithm to recommend reorganization of Dillard's planograms

clustering-iems-308

Clustering drug characteristics from Medicare Physician and Other Supplier data.

content-aws-csa2019

Adrian's AWS CSA Assoc Course Refresh 2019

course-certified-solutions-architect-associate

AWS Certified Solutions Architect - Associate

dataops-docs

Quickly get started with DevOps tools and best practices for building modern data solutions.

dataops-infra

Slalom Infrastructure Catalog for DataOps deployments

experiment-tracking

Automate logging of hyperparameter tuning experiments using Google Drive and Sheets API.

iems308

Labs

mechanical-ventilation

Using vitals recorded every 5 minutes, training an LSTM to predict whether a patient in the PICU will be in need of mechanical ventilation in the next 8 hours.

named-entity-recognition-iems308

Using spaCy and sklearn to build custom NER models

qa_system_ie308

Building a Question Answering system with ElasticSearch and Business Insider articles

stat-301-1-final-project

Exploratory data analysis of inpatient charges from CMS data. Used data from 2015 and 2016. Can be found here: https://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-and-Reports/Medicare-Provider-Charge-Data/Physician-and-Other-Supplier.html

stat-301-2-final-project

Predicting healthcare status of a household using ASEC data. Used the 2017 household file. Did not post data, but it is available at https://www.census.gov/data/datasets/2017/demo/income-poverty/2017-cps-asec-research-file.html