Michael Galarnyk

Making a Website on Github (part 1)

Install Spark on Mac + Configure Jupyter Notebook (Python)

Heatmaps using Matplotlib, Seaborn, and Pandas

Install R and RStudio on Windows 7, 8, and 10

Bagged Trees using Scikit-Learn (Python)

Python Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists)

Install Anaconda (Python) on Mac

Install Python (Anaconda) on Windows + Setting Python and Conda Path (2017)

Data Scientist’s Toolbox Project (JHU Coursera, Course 1)

Environment Management with Conda (Multiple Python Versions, Configuring Jupyter Notebooks)

Understanding Decision Trees using Python (scikit-learn)

Web Scraping in Python using Scrapy: Scraping a Crowdfunding Website

Data Visualization with Matplotlib and Seaborn (Python)

Install PyCharm and Anaconda on Windows, Mac, and Ubuntu

Github API using R

Train Test Split using Python (Scikit-Learn)

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

Python Sets and Set Theory

Install R and RStudio on Ubuntu 12.04/14.04/16.04

Install Spark on Windows (PySpark) + Configure Jupyter Notebook

Python Hello World and String Manipulation

K-Means Clustering using Python

How to write a data science blog

Differences between Python Tuples and Lists

Solving System of Linear Equations using Python (linear algebra, numpy)

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

Python List and List Manipulation

While Loops and Prime Numbers using Python

Principal Component Analysis (PCA) using Python (Scikit-learn)

Time Series Data Basics with Pandas Part 1: Rolling Mean, Regression, and Plotting

Python Else Statements

Python Tuples, Tuple Manipulation, and Fibonacci Sequence

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

Logistic Regression using Python

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

Making a Website on Github (part 1)

Hierarchical Clustering using Python

Synthetic Data for Edge Cases

K-Nearest Neighbors (KNN) using Python

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

100 Estimators for a Random Forest

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

Python Olympic Visualization Iteration 2 (Histogram Improvements)

The Value of Synthetic Data

Python Interview Question FizzBuzz

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

Data Manipulation with Pandas (Python)

Install Anaconda and Jupyter on Windows (2020)

Time Series Data Basics with Pandas Part 2: Price Variation from Pandas GroupBy

Install R and RStudio on Mac

Convert IPython Notebook to pdf and html format