PinnedMike ErbinAnalytics VidhyaA Random Forest Classifier with Imbalanced DataI’m going to walk through setting up a Random Forest Classifier for multiclass classification with imbalanced data…5 min read·Jul 12, 2020----
Mike ErbGeospatial EDA — Tableau Vs. PythonDoes Tableau fit into the exploratory data analysis portion of the data science life cycle? Or is it something to leave until the end when…5 min read·Jan 23, 2021----
Mike ErbinTowards Data ScienceWho designed this database?A well designed database and up to date documentation is the ideal, but if that is not the case and you are not in the position to improve…5 min read·Jan 15, 2021----
Mike ErbCongressional District Data Gathering and EDA pt.1With the availability of the 2020 census data fast approaching followed by the apportionment of congressional and state legislative…7 min read·Jan 9, 2021----
Mike ErbinTowards Data ScienceMachine Learning — An Ethics ReviewI’m looking back at my projects from my Data Science program at Flatiron and reviewing the ethical concerns that each has…8 min read·Nov 3, 2020----
Mike ErbinAnalytics VidhyaDeploy an NLP model with Streamlit and HerokuAfter finishing a recent Fake News Classification Project, I wanted to build a simple webapp that used my model.6 min read·Oct 31, 2020--1--1
Mike ErbToo Good to be True — NLP“It can’t be this easy.” That’s what I said to myself when getting started on my latest NLP project…8 min read·Oct 25, 2020----
Mike ErbinAnalytics VidhyaPre-Processing Tweets for Sentiment AnalysisWhen doing any Natural Language Processing (NLP) you will need to pre-process your data. I will be working with a set of tweets…6 min read·Sep 18, 2020--2--2
Mike ErbinAnalytics VidhyaWaiting For the Bathroom — a Linear Regression StoryI recently completed a project involving a multivariate linear regression to predict housing prices, and guess what…people really don’t…5 min read·May 20, 2020----
Mike ErbinAnalytics VidhyaAdjusting for Inflation When Analysing Historical Data with PythonIf you find yourself analyzing a dataset with historical monetary data like I was, you will want to adjust those values for inflation.6 min read·Mar 16, 2020----
