GuymonahanBasic Overviews on Convolutional Neural NetworksTo reiterate from the Neural Networks Learn Hub article, neural networks are a subset of machine learning, and they are at the heart of…6 min read·Jul 11, 2021----
GuymonahanUsing Pandas with Recommendation SystemsRecommender System is a system that seeks to predict or filter preferences according to the user’s choices. Recommender systems are…4 min read·Jul 5, 2021----
GuymonahanBasic Image Classification and its limitationsThe ability for computers to use analyze images is incredible, but at the same time it is limited the same way humans might also classify…5 min read·Jun 28, 2021----
GuymonahanPackaging Python Projects & PIP reqsWhenever we want to setup a specific project we need to make sure the setup is structured such that it is intuitive and it feed in to other…2 min read·Jun 21, 2021----
GuymonahanMore of an art than a science: Using PEP-8 when codingEvery signature is a little different. There are flourishes and tendencies when coding that point to something akin to a signature, this…3 min read·Jun 13, 2021----
GuymonahanTest Driven Development: A short introductionImagine trying to learn a language where you are learning either all of the words or understanding the intricacies of grammar before diving…4 min read·Jun 7, 2021----
GuymonahanThe Manhattan Project to Big Data: Engaging Bias, Ethics, & more in DataDuring some downtime before an exam when I was a young chemistry student in college I asked my professor at the time “We are learning how…7 min read·Feb 23, 2021----
GuymonahanCatch-64: The Curse of Dimensionality and Your ModelWhen we first learn about dimensions we are told there are 3-D dimensions. For those that take hard sciences or dig a little deeper, there…4 min read·Feb 9, 2021----
GuymonahanFitting the Linear Regression Curve with “Bad” Data“Bad” data is the main nemesis of many data scientists. Being able to outwit and outmaneuver their various slings and arrows is what I…5 min read·Jan 26, 2021----
GuymonahanPeriscoping Through Nested Dictionaries and Organizing Data: A Guide For Those Who Are LostThis blog is for those that are frustrated when approaching nested data. It is my hope that this will help you access the data you need. I…7 min read·Jan 13, 2021----