PinnedItamar FaraninTowards Data ScienceWhy You Should Switch to Bayesian A/B TestingStatistics & Business can share the same Language5 min read·Jun 7, 2021--6--6
Itamar FaranVery cool article!Using vectorization, your function can be much more faster and efficient (and more readable). I've added the code snippet here, you're very…1 min read·Apr 9, 2024--3--3
Itamar FaraninTowards Data ScienceCRPS — A Scoring Function for Bayesian Machine Learning ModelsThe Continuous Ranked Probability Score is a scoring function suitable for Bayesian ML models5 min read·Jan 28, 2023--1--1
Itamar FaranGreat article!You still had to call SparkSession.builder, which means you have a spark application - an ex-pythonic (scala) dependency. Dask works on…1 min read·Sep 12, 2022----
Itamar FaraninGeek CultureDask or Spark? A Comparison for Data Scientists3 Reasons Why Dask is Better Suited for Data Science Projects (And When it is Not)6 min read·Jun 4, 2022--2--2
Itamar FaraninTowards Data ScienceHow To Do Bayesian A/B Testing, FAST!Bayesian A/B Testing Without Compromising on Performance10 min read·Jun 21, 2021--5--5