WilliamPython packages in Azure DevOpsAzure Devops documentation for developing and using python packages internally in an organization is a bit scattered all around, so here in…Sep 14, 2021Sep 14, 2021
WilliaminAnalytics VidhyaStatistical thinking for competitive gaming and beyondIf you have ever played an online competitive game you have most likely participated in a matchmaking system, where you are pitted against…Apr 27, 2020Apr 27, 2020
WilliaminAnalytics VidhyaCustom keras generator fetching images from S3 to train neural networkTraining models in AWS can be done many different ways, using any number of their services. Today I’d like to focus on part of the machine…Jan 11, 20201Jan 11, 20201
WilliamReducing variance in machine learning models using the bootstrap aggregation methodOne of my personal favorite methods for reducing variance is to use various sampling methods. I think the basic idea of getting more out…Jan 2, 2020Jan 2, 2020
WilliamAdventures in predicting Cryptocurrency market with machine learning: Predicting outside observed…The problem: If you have build a machine learning model with normalized data, and put it into production, you might run into the problem…Dec 7, 20191Dec 7, 20191
WilliaminAnalytics VidhyaBuilding a machine learning based Crypto trading bot in RWho doesn’t want to try their hand at building a bot that can beat the market? According to some people the market is supposed to be a…Apr 16, 20191Apr 16, 20191
WilliaminAnalytics VidhyaCross validation the right and wrong wayCross validation is a core machine learning technique, which is often taught right away in online introductory data science courses. This…Mar 1, 20182Mar 1, 20182
WilliamVery short introduction to the bootstrap resampling techniqueThe technique originally was proposed by Bradley Efron, and has become a very popular resampling techniques today.Jan 29, 2018Jan 29, 2018
WilliamReal time predictions with AWS Dynamodb and lambda functionsThere are many possible machine learning infrastructure solutions in AWS, some of which can become quite expensive. Here we look at a…Jan 25, 2018Jan 25, 2018
