PinnedMolly RubyinTowards Data ScienceHow ChatGPT Works: The Models Behind The BotA brief introduction to the intuition and methodology behind the chat bot you can’t stop hearing about.·9 min read·Jan 30, 2023--125--125
Molly RubyinTowards Data ScienceObject Oriented Data Science: Refactoring CodeElevating machine learning models and data science products with efficient code and python classes.·7 min read·Aug 24, 2023--5--5
Molly RubyinTowards Data ScienceQuantum Computers in the Revolution of Artificial Intelligence and Machine LearningA digestible introduction to how quantum computers work and why they are essential in evolving AI and ML systems…·7 min read·Mar 18, 2023--6--6
Molly RubyinTowards Data ScienceTime-Series Forecasting With OrbitUser guide to deploying Uber’s new model for sales forecasting·6 min read·Nov 22, 2021----
Molly RubyinTowards Data ScienceEssential Guide To Translating Between Python and RAn easy way to use your knowledge of Python or R to efficiently learn the other.·5 min read·May 12, 2020--8--8
Molly RubyinTowards Data Science5 Machine Learning Techniques for Sales ForecastingComparing Linear Regression, Random Forest Regression, XGBoost, LSTMs, and ARIMA Time Series Forecasting·8 min read·Apr 22, 2020--11--11
Molly RubyinTowards Data ScienceIs Your Community Doing Enough To Fight COVID-19?What Google’s mobility reports tell us about behavioral changes in response to COVID-19·4 min read·Apr 11, 2020----
Molly RubyinTowards Data ScienceA Simple Approach To Building a Recommendation SystemLeveraging the Surprise package to build a collaborative filtering recommender in Python·6 min read·Mar 26, 2020--1--1
Molly RubyinTowards Data ScienceUsing NLP To Explore Leadership & InspirationEvery year leaders around the country stand up to inspire the next generation through emotional, political, and encouraging commencement…·4 min read·Mar 12, 2020----
Molly RubyinTowards Data ScienceA Different Approach To The WiDS 2020 DatathonUsing a Random Forest Classifier to Triage Patients in the ICU·3 min read·Mar 7, 2020----