Michael Galarnyk

Synthetic Data for Edge Cases

The Value of Synthetic Data

100 Estimators for a Random Forest

K-Means Clustering using Python

K-Nearest Neighbors (KNN) using Python

Hierarchical Clustering using Python

Logistic Regression using Python

Understanding Decision Trees using Python (scikit-learn)

Data Visualization with Matplotlib and Seaborn (Python)

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

Data Manipulation with Pandas (Python)

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

Train Test Split using Python (Scikit-Learn)

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

How to write a data science blog

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

Bagged Trees using Scikit-Learn (Python)

Install Anaconda and Jupyter on Windows (2020)

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

Python Olympic Visualization Iteration 2 (Histogram Improvements)

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

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

Python Sets and Set Theory

Differences between Python Tuples and Lists

About me + Getting a Data Science Job

Setup Windows Server with Amazon Web Services (AWS) EC2 + Setup Data Science Environment

Install Git on Windows

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

Web Scraping in Python using Scrapy: Scraping a Crowdfunding Website

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

Install R and RStudio on Mac

While Loops and Prime Numbers using Python

Setting up and using Jupyter (IPython) Notebooks on AWS

Install PyCharm and Anaconda on Windows, Mac, and Ubuntu

Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib)

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

Python Dictionaries and Dictionary Manipulation

Python Tuples, Tuple Manipulation, and Fibonacci Sequence

Python Interview Question FizzBuzz

Python For Loops

Python List and List Manipulation

Python Elif Statements

Python Else Statements

Python If Statements

Python Math Operators

Python Hello World and String Manipulation

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

Install Spark on Windows (PySpark) + Configure Jupyter Notebook

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

Making a Website on Github (part 1)