GitHub / jaminaveen / INFO6105_DataScience

In this repository, you can find my Data Science projects that we (Team of 4) have developed in one of my Master's courses. We have approached data science use-cases seeing it as an engineering problem which needs to be developed and maintained in production environments. We learnt data pipelining using Airflow and dockerized it, making our products easy to be maintained and scaled if needed. Built many supervised machine learning models from a company perspective where Data Science projects start from phase of Data collection and then Data cleaning, pre-processing, Exploratory Data Analysis, Modelling, and Model deployment stages of Data Science life-cycle unlike most of the academic projects which starts with clean data found online.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaminaveen%2FINFO6105_DataScience

Files

Dependencies