Entries by TJ

Success in balance

I’ve found success in my career through balance. On one end of the balance, I operate with a business leadership mindset. I focus on asking the right questions while maintaining and refining a strategic vision. Pursuing growth opportunities through writing research proposals, hosting technology transfer events and performing demonstrations for potential funders shaped my focus […]

Process for programming projects

Programming Process Every programming project is unique and the plan of often varies with the goal. However, I’ve developed a general outline of the steps I use to expedite my projects. I’ll walk through an example of a project I did recently LINK TO Card Memorization BLOG POST. Since I think this project is an illustrative […]

Exploratory Analysis and Preprocessing

Exploratory Analysis and Preprocessing (TEMPLATE) Resources Pandas documentation Python for Data Science (Jake VanderPlas) SciKit Learn http://scikit-learn.org/stable/modules/preprocessing.html#preprocessing   Post outline Merging datasets Filtering data By single criteria By multiple criteria Dealing with null values and outliers Dealing with categorical data Brief intro to regular expressions The big three (scaling, transforming and normalizing)   Post Content […]