Astha PuriinTowards AIBiggest Problem With ML Systems TodaySo you built a machine learning model and deployed it in production. Most of the models built today do not make it to production. So in…4 min read·Aug 10, 2022--1--1
Astha PuriinTowards Data ScienceDeep diving statistical distributions with Python for Data ScientistsFor any data scientist, it is important to understand statistics, data distributions and how they can be used in real world scenarios…8 min read·Sep 28, 2021----
Astha PuriinTowards Data ScienceStream Analytics using OCI Streaming and Oracle DatabaseHigh volume data streams are everywhere, be it server logs, web click data, messaging, media etc.8 min read·May 21, 2021----
Astha PuriinTowards AIWhen Variance and Standard Deviation Fail to Explain Variability!We all know the definition of variance — it helps us understand how dispersed the data points are, around the mean.4 min read·Dec 28, 2019----
Astha PuriinAnalytics VidhyaWhat, why and when of one hot encodingWhile training ML models, you come across numerical and categorical variables. And you decide to encode categorical variables so that you…2 min read·Dec 8, 2019----
Astha PuriinTowards AIThe Covariance and Correlation Clutter…For the longest of time, I remember being confused between these two devils — covariance and correlation. And the resemblance DID NOT help…3 min read·Mar 28, 2019----