Install Git on Windows

Synthetic Data for Edge Cases

Setup and use JupyterHub/Jupyter (TLJH) on AWS EC2

Python Sets and Set Theory

Hierarchical Clustering using Python

Bank Holding Company Analysis using Python (J.P. Morgan)

Install Anaconda and Jupyter on Windows (2020)

Data Visualization with Matplotlib and Seaborn (Python)

Train Test Split using Python (Scikit-Learn)

Data Manipulation with Pandas (Python)

Introduction to Scikit-Learn (Data Science Go Virtual October 25, 2020)

Python Olympic Visualization Iteration 1 (Histograms, Needs serious work)

How to ask for a Referral (Data Scientist, Data Analyst, etc)

The Value of Synthetic Data

K-Nearest Neighbors (KNN) using Python

Logistic Regression using Python

Bagged Trees using Scikit-Learn (Python)

Understanding Decision Trees using Python (scikit-learn)

Boxplots using Matplotlib, Pandas, and Seaborn Libraries (Python)

How to write a data science blog

K-Means Clustering using Python

Python Olympic Visualization Iteration 2 (Histogram Improvements)

100 Estimators for a Random Forest

Normal Distribution and Standard Normal Table (Z-Table) Example

Differences between Python Tuples and Lists