Exploring Ollama
Run and Manage Large Language Models Locally with Ease
Posts
PySpark Cheat Sheet
A quick guide to PySpark and AWS Glue for efficient data processing and transformation.
Understanding and Managing Technical Debt
Insights on identifying and effectively handling technical debt in development.
Computation complexity
This post covers computational complexities using Python examples
AWS EMR Configurations
A guide to configuring Amazon EMR clusters, focusing on instance types, auto-scaling, and spot instance strategies.
Building a Data Lake on AWS - Essential Components and Best Practices
Explore how to build an efficient and scalable data lake on AWS using key services and best practices
Mastering AWS Glue - A Deep Dive into Glue Catalog, Jobs, and best practices
This post explores AWS Glue’s powerful ETL capabilities, focusing on Glue Catalog, Glue Jobs, and practical tips to optimize your data workflows.
ETL Options in AWS
A comparison of AWS ETL services EMR, Glue, and Lambda, highlighting their strengths, use cases, and best practices.