Distributed Deep Learning on AWS Using CloudFormation (CFN), MXNet and TensorFlow
aws mxnet tensorflow ec2-instance deeplearning aws-cloudformation distributed-training deep-learning-ami
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Mar 12, 2020 - Python
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ec2-instance
Here are 128 public repositories matching this topic...
An easy interface to query the EC2 metadata API, with caching.
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May 11, 2025 - Python
🔗 A URL shortening service built using Flask and MySQL
mysql python nginx flask aws database analytics urlshortener uwsgi url-shortener webapp ec2-instance
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May 1, 2023 - Python
Some useful AWS scripts
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Dec 19, 2023 - Python
Ansible playbook to deploy distributed technologies
aws ansible devops kafka ansible-playbooks zookeeper infrastructure-management data-engineering ec2-instance
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Nov 20, 2017 - Python
Python examples on AWS (Amazon Web Services) using AWS SDK for Python (Boto3). How to manage EC2 instances, Lambda Functions, S3 buckets, etc.
python aws aws-lambda ec2 amazon aws-s3 lambda-functions s3 s3-bucket python3 s3-storage aws-ec2 ec2-instance python-3 amazon-web-services s3-buckets boto amazon-services amazon-lambda amazon-s3
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Nov 1, 2021 - Python
aryan learns ai and all cool stuff over here :)
ruby python docker kubernetes aws django cloud networking cybersecurity cloud-computing ec2-instance ruby-on-rails
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Dec 18, 2024 - Python
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)
docker ansible ubuntu travis-ci ansible-role aws-cli pytest travis testinfra ec2-instance aws-pulumi aws-python pulumi-stacks pulumi-python pulumi-ansible
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May 9, 2025 - Python
Opinionated sample on how to build and deploy a RAG application with Amazon Bedrock and OpenSearch
docker aws typescript aws-lambda https s3-bucket cognito python3 bedrock openai ssl-certificate ec2-instance elbv2 opensearch cdk rag secrets-manager ecs-fargate langchain
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Apr 10, 2025 - Python
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.
python aws real-time kafka cassandra ec2 pipeline etl data-engineering stock-market aws-ec2 ec2-instance apache-kafka kafka-streams kafka- data-pipeline etl-pipeline data-engineering-pipeline stock-market-data-pipeline real-time-data-pipeline
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Jun 7, 2023 - Python
An AWS EC2 Autoscaler for mutable architectures.
aws ec2-instance spot ec2-spot aws-ec2-autoscaler ec2-targetgroups mutables-architectures pet-machines pet-instances mutable-architectures ec2-autoscaling pet-autoscaler
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Jan 27, 2024 - Python
Learn AWS Security by Example
python aws iam aws-cli ec2-instance aws-cloudformation aws-security security-groups aws-security-automation s3-security aws-security-resources python-for-aws
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Apr 20, 2022 - Python
A CLI tool that creates AWS spot instances on the fly
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Dec 6, 2017 - Python
Shortcuts for AWS EC2 Instance Control from the command-line: list, start, stop and ssh
aws travis-ci pytest aws-ec2 ec2-instance tox code-coverage aws-console aws-shell aws-manage aws-ssh aws-cli-utilities python-tests pypi-package cicd-pipeline appveyor-ci
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Jun 10, 2018 - Python
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
nlp docker aws airflow deep-neural-networks tensorflow snowflake ci-cd orchestration ec2-instance datawarehouse bilstm mlops mlflow -actions sagemaker-deployment model-testing automated-pipeline
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Feb 1, 2023 - Python
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
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May 25, 2023 - Python
Shorthand commands to work faster on AWS locally
python cli route53 aws devops s3-bucket ec2-instance devops-tools elb lambdas ssm shorthand-commands aws-shortcuts
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Aug 25, 2024 - Python
AWS services backup using Step functions
aws workflow lambda backup neo4j lambda-functions snapshot ec2-instance state-machines step-functions volume-snapshot-status
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Jun 8, 2019 - Python
Ansible playbook for provisioning data science EC2 spot instance
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Jun 7, 2017 - Python
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