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…Jul 11, 2021Jul 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…Jul 5, 2021Jul 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…Jun 28, 2021Jun 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…Jun 21, 2021Jun 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…Jun 13, 2021Jun 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…Jun 7, 2021Jun 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…Feb 23, 2021Feb 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…Feb 9, 2021Feb 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…Jan 26, 2021Jan 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…Jan 13, 2021Jan 13, 2021
