Jon TylerDash: A framework for Data Scientists to dabble in software engineering and UX/UIWhat is Dash? What does it do? Why should I know it?Jul 6, 2020Jul 6, 2020
Jon TylerOverview — VGG16 and ResNetA Convolutional Neural Network (CNN, or ConvNet) are a kind of multi-layer neural networks, designed to recognize visual patterns directly…Jun 7, 2019Jun 7, 2019
Jon TylerBig data on a small laptop (Python)There is a lot of data out there. A LOT. Some times it is too much. Memory Errors go hand in hand with bigger and bigger data. The tools…Apr 11, 2019Apr 11, 2019
Jon TylerNorthwind — SQL and Hypothesis testingI used the Northwind database to showcase some SQL skills as well as practicing some foundational knowledge of statistical testing. All…Mar 2, 2019Mar 2, 2019
Jon TylerWhere Time Series Come FromThrough rigorous study, a time series has been formulated as a mathematical object. That is to say, it has a definition, obeys certain…Mar 2, 2019Mar 2, 2019
Jon Tylermissingno — Convex HullsVisualizations, in my naive opinion, are the cornerstone to understanding what you are doing in data science. It is easy to quickly call…Feb 28, 2019Feb 28, 2019