Essays on mathematics, probability and machine learning.https://inderjit.in/https://inderjit.in/blog/amazon-reviews-bernoulli/https://inderjit.in/blog/amazon-reviews-bernoulli/Using Bernoulli trials to reason statistically about which Amazon seller to trust.Wed, 02 Jun 2021 00:00:00 GMTMathematicsProbabilityhttps://inderjit.in/blog/pattern-exploiting-training-nlp/https://inderjit.in/blog/pattern-exploiting-training-nlp/Matching — and sometimes beating — GPT-3 on a fraction of the parameters with PET.Thu, 08 Oct 2020 00:00:00 GMTNLPDeep Learninghttps://inderjit.in/blog/understanding-bayes-theorem/https://inderjit.in/blog/understanding-bayes-theorem/From memorising a formula to actually using Bayesian reasoning in real-world risk management.Fri, 02 Oct 2020 00:00:00 GMTMathematicsProbabilityhttps://inderjit.in/blog/recommender-systems-tfrs/https://inderjit.in/blog/recommender-systems-tfrs/Building scalable deep-learning recommenders faster with TensorFlow Recommenders.Tue, 29 Sep 2020 00:00:00 GMTRecommender SystemsDeep LearningTensorFlowKerashttps://inderjit.in/blog/stochastic-processes-part-1/https://inderjit.in/blog/stochastic-processes-part-1/A ground-up intuition for stochastic processes, building toward real-world applications.Thu, 17 Sep 2020 00:00:00 GMTMathematicsProbabilityhttps://inderjit.in/blog/game-of-shells/https://inderjit.in/blog/game-of-shells/Using probability and expected value to make logical decisions — and stop losing money at the shell game.Fri, 04 Sep 2020 00:00:00 GMTMathematicsProbability