Derek AustininTowards Data ScienceA Python Engineer’s Introduction to 3D Gaussian Splatting (Part 2)Understanding and coding how Gaussian’s are used within 3D Gaussian Splatting8 min read·6 days ago----
Derek AustininTowards Data ScienceA Python Engineer’s Introduction to 3D Gaussian Splatting (Part 1)Understanding and coding Gaussian Splatting from a Python Engineer’s perspective7 min read·Jun 11, 2024--1--1
Derek AustininTowards AIComputer Vision Enabled Basketball AnalyticsUsing Open Source Models to Accurately Extract Basketball Analytics8 min read·Apr 2, 2024----
Derek AustininTowards Data ScienceHow to Save Break Points in Tennis using DataUsing Pandas and Seaborn to Visualize the Most Effective Ways to Save Break Points in Tennis8 min read·Jun 8, 2021----
Derek AustininTowards Data ScienceATP Tennis Cluster AnalysisUsing cluster analysis to segment tennis playing styles7 min read·Feb 18, 2021--1--1
Derek AustininTowards Data ScienceReinforcement Learning’s Potential in SportsReinforcement learning may well change how sports are played and lead to new optimal techniques in the near future.3 min read·Dec 27, 2020----
Derek AustininTowards Data SciencePlaying Optimal Heads-Up Poker with Reinforcement LearningAdopting the Proximal Policy Optimization and Reniforce Monte Carlo Algorithms to Play Optimal Heads-Up Poker6 min read·Sep 3, 2020----
Derek AustininTowards Data ScienceUsing A Keras CNN in iOSUsing Keras and Swift to implement a Convolutional Neural Network that can run on any iPhone.5 min read·Aug 19, 2020----
