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Ajay Shrestha's Projects

amazon-cloudwatch-auto-alarms icon amazon-cloudwatch-auto-alarms

Automatically create and configure Amazon CloudWatch alarms for EC2 instances, RDS, and AWS Lambda using tags for standard and custom CloudWatch Metrics.

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

aws-sam-codepipeline-cd icon aws-sam-codepipeline-cd

A serverless app that sets up an AWS CodePipeline pipeline for a given GitHub repo. This app allows people developing SAM applications to quickly get CodePipeline-based CD setup for their project.

bitcoin icon bitcoin

Bitcoin Core integration/staging tree

cdk-demos icon cdk-demos

A repository to hold my AWS Cloud Deployment Kit Demos πŸŽ“

cloud-basics2 icon cloud-basics2

Tutorial on automatically adding servers based on load inΒ AWS

cloud-basics3 icon cloud-basics3

Tutorial on managing changes to database as code with Alembic & SQLAlchemy

headpose-estimator-apache-mxnet icon headpose-estimator-apache-mxnet

Head Pose estimator using Apache MXNet. HeadPose_ResNet50_Tutorial.ipynb helps you to walk through an entire work flow of developing a CNN model from the scratch including data augmentation, fine-tuning, training, saving check-point model artifacts, validation and inference.

node-hello-world icon node-hello-world

This repository creates a docker image with a simple hello world Node application

pycon_2017 icon pycon_2017

Fantastic Data and Where To Find Them: An introduction to APIs, RSS, and Scraping

visual-search icon visual-search

Visual search implementation resources, including an explanatory Jupyter notebook and Amazon SageMaker and AWS DeepLens code.

wordpress-aws icon wordpress-aws

CloudFormation to create a single instance WordPress on EC2

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