Tarun 's repositories
amazon-redshift-utils
Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
amazon-sagemaker-workshop
Amazon SageMaker workshop lab guides and materials
AmazonSageMakerCourse
SageMaker Course Material
aws-cloudformation-templates
A collection of useful CloudFormation templates
aws-devops-essential
In few hours, quickly learn how to effectively leverage various AWS services to improve developer productivity and reduce the overall time to market for new product capabilities.
aws-serverless-airline-booking
Airline Booking is a complete web application that provides Flight Search, Flight Payment, Flight Booking, Flight Preferences and Loyalty points including end-to-end testing, GraphQL and CI/CD. This web application is the theme of Build on Serverless Season 2 on AWS Twitch running from April 24th until end of July.
aws-well-architected-labs
Hands on labs and code to help you learn, measure, and build using architectural best practices.
da-week
Data Analytics Week at the AWS Loft
data-protection
Workshop and sample code that builders can use for experiential learning of AWS services that provide data protection. Services such as AWS KMS, AWS ACM, AWS CloudHSM and others will be explored
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
ecsdemo-crystal
Part 4 of a 4 part ECS Workshop
ecsdemo-nodejs
Part 3 of a 4 part ECS workshop
eksctl
a CLI for Amazon EKS
free-programming-books
:books: Freely available programming books
keras-vis
Neural network visualization toolkit for keras
malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:
playground
Play with neural networks!
Python
All Algorithms implemented in Python
sagemaker-spark
A Spark library for Amazon SageMaker.
Spoon-Knife
This repo is for demonstration purposes only.
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
stat-cookbook
:orange_book: The probability and statistics cookbook
tensorboard
TensorFlow's Visualization Toolkit
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
troposphere
troposphere - Python library to create AWS CloudFormation descriptions