Melvin Jose Kurian's repositories
melvinjosekurian.github.io
for the website
torchrec
Pytorch domain library for recommendation systems
mlcourse.ai
Open Machine Learning Course
machine_learning_basics
Plain python implementations of basic machine learning algorithms
Project-2-Data-Modeling-with-Cassandra
An ETL pipeline that transfers data from files to create a streamlined file to model and insert data into Apache Cassandra tables
Project-5-Data-Pipelines-in-Airflow
An automated ETL pipeline for songs data for monitoring end to end data workflows having data warehouse in AWS Redshift using Apache Airflow
Project-4-Data-Lake-with-AWS-EMR
An ETL pipeline that extracts data from S3, processes them using Spark, and loads the data back into S3 as a set of dimensional tables
Project-3-Data-Warehouse-with-AWS
An ETL pipeline that extracts data from S3, stages them in Redshift, and transforms data into a set of dimensional tables
Project-1-Data-Modeling-with-Postgres
An ETL pipeline that transfers data from files into a star schema data model in Postgres using Python and SQL
Algorithms
Algorithms & Datastructures
Test_Driven_Java_Development
Test_Driven_Java_Development
TDD---Test-driven--
Test Driven Development
Backtracking
Backtracking algorithms
system_design
Preparation links and resources for system design questions