Manas Bhardwaj

The Open Source Feature Store for AI/ML

Always know what to expect from your data.

Soundex is a phonetic algorithm for indexing names by sound, as pronounced in English. The goal is for homophones to be encoded to the same representation so that they can be matched despite minor differences in spelling.The algorithm mainly encodes consonants; a vowel will not be encoded unless it is the first letter. Soundex is the most widely known of all phonetic algorithms (in part because it is a standard feature of popular database software such as DB2, PostgreSQL,MySQL,SQLite,Ingres, MS SQL Server and Oracle) and is often used (incorrectly) as a synonym for "phonetic algorithm".Improvements to Soundex are the basis for many modern phonetic algorithms.

Utils for streaming large files (S3, HDFS, gzip, bz2...)

📙 Amazon Web Services — a practical guide

Analysis on cyber attacks happened all over the world.