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Mike Erb

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Analytics Vidhya

A Random Forest Classifier with Imbalanced Data

I’m going to walk through setting up a Random Forest Classifier for multiclass classification with imbalanced data…

Jul 12, 2020

Bar plot of the classes of waterpoints in Tanzania.

Jul 12, 2020

Geospatial EDA — Tableau Vs. Python

Does Tableau fit into the exploratory data analysis portion of the data science life cycle? Or is it something to leave until the end when…

Jan 23, 2021

Geospatial EDA — Tableau Vs. Python

Jan 23, 2021

Published in
Towards Data Science

Who 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…

Jan 15, 2021

Who designed this database?

Jan 15, 2021

Congressional District Data Gathering and EDA pt.1

With the availability of the 2020 census data fast approaching followed by the apportionment of congressional and state legislative…

Jan 9, 2021

Congressional District Data Gathering and EDA pt.1

Jan 9, 2021

Published in
Towards Data Science

Machine Learning — An Ethics Review

I’m looking back at my projects from my Data Science program at Flatiron and reviewing the ethical concerns that each has…

Nov 3, 2020

Machine Learning — An Ethics Review

Nov 3, 2020

Published in
Analytics Vidhya

Deploy an NLP model with Streamlit and Heroku

After finishing a recent Fake News Classification Project, I wanted to build a simple webapp that used my model.

Oct 31, 2020

Deploy an NLP model with Streamlit and Heroku

Oct 31, 2020

Too 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…

Oct 25, 2020

Too Good to be True — NLP

Oct 25, 2020

Published in
Analytics Vidhya

Pre-Processing Tweets for Sentiment Analysis

When doing any Natural Language Processing (NLP) you will need to pre-process your data. I will be working with a set of tweets…

Sep 18, 2020

Pre-Processing Tweets for Sentiment Analysis

Sep 18, 2020

Published in
Analytics Vidhya

Waiting For the Bathroom — a Linear Regression Story

I recently completed a project involving a multivariate linear regression to predict housing prices, and guess what…people really don’t…

May 20, 2020

Waiting For the Bathroom — a Linear Regression Story

May 20, 2020

Published in
Analytics Vidhya

Adjusting for Inflation When Analysing Historical Data with Python

If you find yourself analyzing a dataset with historical monetary data like I was, you will want to adjust those values for inflation.

Mar 16, 2020

Adjusting for Inflation When Analysing Historical Data with Python

Mar 16, 2020

Mike Erb

Mike Erb

Data Scientist with a background in Computer Science and as an Entrepreneur in the Bike industry — Based in Ithaca, NY

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