Distributed Deep Learning on AWS Using CloudFormation (CFN), MXNet and TensorFlow

An easy interface to query the EC2 metadata API, with caching.

🔗 A URL shortening service built using Flask and MySQL

Some useful AWS scripts

Ansible playbook to deploy distributed technologies

Python examples on AWS (Amazon Web Services) using AWS SDK for Python (Boto3). How to manage EC2 instances, Lambda Functions, S3 buckets, etc.

aryan learns ai and all cool stuff over here :)

Example project showing how to use Pulumi locally & with TravisCI to create Infrastructure on AWS - and then how to use & integrate Pulumi with Ansible to install Docker on the EC2 instance & continuously test it with Testinfra & pytest (TDD)

Opinionated sample on how to build and deploy a RAG application with Amazon Bedrock and OpenSearch

A end-to-end real-time stock market data pipeline with Python, AWS EC2, Apache Kafka, and Cassandra Data is processed on AWS EC2 with Apache Kafka and stored in a local Cassandra database.

An AWS EC2 Autoscaler for mutable architectures.

Learn AWS Security by Example

A CLI tool that creates AWS spot instances on the fly

Shortcuts for AWS EC2 Instance Control from the command-line: list, start, stop and ssh

This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, benchmarking by model testing and evaluation, model transitioning to production followed by deployment into cloud instance via CI/CD

Built a Data Pipeline for a Retail store using AWS services that collects data from its transactional database (OLTP) in Snowflake and transforms the raw data (ETL process) using Apache spark to meet business requirements and also enables Data Analyst create Data Visualization using Superset. Airflow is used to orchestrate the pipeline

Shorthand commands to work faster on AWS locally

Start or Stop an AWS EC2 Instance with Python

AWS services backup using Step functions

Ansible playbook for provisioning data science EC2 spot instance