Mohammed R. OsmaninRoundtableMLQuickie: Avoid the ‘Dummy Variable Trap’‘Dummy Variable Trap’ is when you use ‘one-hot’ encoding to handle a categorical variable and introduce multicollinearity. Solution: choose…8 min read·Jun 8, 2023----
Mohammed R. OsmanStudy Guide: Deep Learning by Yoshua Bengio, Yann Lecun & Geoffrey Hinton- Nature (2015, 2021)Three Grandfathers of AI review where AI has been and future thoughts.40 min read·Apr 19, 2023----
Mohammed R. OsmanKillers Outta the Gate ‘22: Reviewing Offensive Linemen’s First YearSimplified look into Offensive Linemen picked in 2022 NFL Draft to see who popped positively & negatively in their first year in the…41 min read·Apr 11, 2023----
Mohammed R. OsmancuDF for Data Scientists: Functions for Data WranglingReference guide made to help people transition from Pandas to NVIDIA’s RAPIDS.AI cuDF package.26 min read·Jan 5, 2023----
Mohammed R. OsmanThe Elite Athletes of the 2022 NFL Draft Class: A Data ExplorationI’m a big fan of the NFL and love the draft. These next few pieces will be for fans of the draft that can’t get enough. I wanted to look at…30 min read·Apr 27, 2022----
Mohammed R. OsmanRun NVIDIA’s RAPIDS on a eGPU: How to Do Advanced ML/DS on a LaptopAccess cutting edge computing with a GPU on a budget15 min read·Apr 11, 2022----
Mohammed R. OsmanWhat is Happening Out there? A Deep Dive into Coronavirus (COVID-19) World Data. (Part 1)Part 1: Establishing context. There’s so much we don’t know. We do not know how many cases of new Coronavirus infections are happening…15 min read·Mar 22, 2020----