…just another human
Model2Vec: Turning Heavy Transformers into Lightning-Fast Lookup Tables
A comprehensive primer on Model2Vec for static embeddings, covering architecture, distillation, PCA, Zipf weighting, and performance.
Brief introduction to SparkUI
This is a post on Spark UI and what to look for while Spark jobs are running.
Why you should use logging instead of print statements?
This is a post on how one should get started with logging in Python.
Personal finance聽101
This is a post on how one should start his journey into investments.
Cluster NSE top 500 companies
This is a blog post on clustering NSE top 500 companies.
Amazon's item-item Collaborative filtering recommendation algorithm [paper summary]
This is a paper summary of item-item collaborative filtering paper by Amazon
Types of data in recommender systems
This tutorial explains the type of data one deals with when building recommender systems.
Handling errors with try-catch in Python
This tutorial is on handling errors with try-catch in Python.
Subsetting a dataframe in Python
This tutorial is on how to filter rows of a dataframe based on conditions on columns in dataframe in Python.
Working with dates in Python
This tutorial is on ways to deal with dates in Python.