Brief introduction to SparkUI
This is a post on Spark UI and what to look for while Spark jobs are running.
Tutorial
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.
git and github for data scientists
This is a tutorial on git and github for anyone who wants to use it.
Creating a virtual environment in Python
This is a tutorial on how to create a virtual environment in Python.
An easy starter to music theory
This post is an introduction to music theory.
Common docker commands
This post is a tutorial on the commonly used docker commands.