Aaron LipelesinTowards Data ScienceThe Curse of DimensionalityWeird things happen in higher dimensions. Even useful information can overload a machine learning model.Aug 27, 20192Aug 27, 20192
Aaron LipelesinTowards Data ScienceIf “Multi-Dimensional” hurts your brain …Relax. Thinking about N-dimensional space may be critical to machine learning, but it isn’t that hard.Jul 30, 2019Jul 30, 2019
Aaron Lipeles“alexa you’re bullying me”Adventures in autism featuring Amazon AlexaJul 25, 2019Jul 25, 2019
Aaron LipelesinTowards Data ScienceIs a 2-degree increase in global temperatures such a big deal?How small changes in the mean of a distribution can greatly increase the probability of tail events.Jul 23, 20193Jul 23, 20193
Aaron LipelesinTowards Data ScienceAI/ML Practicalities: More Data isn’t Always BetterDespite the intuition most us have that more information can’t hurt, it actually can.Jul 14, 20192Jul 14, 20192
Aaron LipelesinTowards Data ScienceAI/ML Practicalities: The Cycle of ExperimentationComing from a software development background, one thing that really surprised me about machine learning was how empirical it is.Oct 29, 2018Oct 29, 2018
Aaron LipelesinTowards Data ScienceAI/ML PracticalitiesUseful insights for machine learning stakeholdersOct 22, 20181Oct 22, 20181
Aaron LipelesinTowards Data ScienceAI/ML Practicalities: The Unreasonable Effectiveness of DataQuantity of data often matters more than model choiceOct 22, 2018Oct 22, 2018
Aaron LipelesinTowards Data ScienceWatching a Learner LearnWith Keras and MatplotlibAug 15, 2018Aug 15, 2018
Aaron LipelesThird Michelin Star for Blockchain ChefBitcoin isn’t the only meteoric rise associated with blockchain. Michelin announced today that L’Arnaque of Paris has become the first…Apr 1, 2018Apr 1, 2018