In the previous episode we took a look into problem and challenges with text analysis and search, check this article to learn more. In this article you will find more about Elasticsearch, how it fits text search domain nicely. A short story of Elasticsearch Have you ever wondered how it happens that search results are…

The following article is the 1st from 3-part series focused on text search. Stay tuned for more. In this we will go through the general problem of a text search and solutions that can be leveraged. You are not the only one searching Do you sometimes wonder: where did I put it? Or when trying to remember…

How to start with SQL in Spark? After reading this article you will be able to run your first SQL queries against CSV files with a managed solution that takes away maintenance overhead — Databricks. SQL is the obvious choice for Spark Behold. Starting from the major version 3.0 released in June 2020 you may operate with…

The following is the short description of the full small end to end data science project I chose for myself. I always wanted to play with text data, so I chose to create my own corpus. I will use it later to apply some machine learning on top of it…