Anastasia P. Tsitiridou 's starred repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
OpenSearch
🔎 Open source distributed and RESTful search engine.
karpenter-provider-aws
Karpenter is a Kubernetes Node Autoscaler built for flexibility, performance, and simplicity.
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
eks-distro
Amazon EKS Distro (EKS-D) is a Kubernetes distribution based on and used by Amazon Elastic Kubernetes Service (EKS) to create reliable and secure Kubernetes clusters.
deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
aws-saas-boost
AWS SaaS Boost is a ready-to-use toolset that removes the complexity of successfully running SaaS workloads in the AWS cloud.
studio-lab-examples
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
aws-serverless-workshop-innovator-island
Welcome to the Innovator Island serverless workshop! This repo contains all the instructions and code you need to complete the workshop.
ffmpeg-aws-lambda-layer
FFmpeg/FFprobe AWS Lambda layer
aws-cudos-framework-deployment
Command Line Interface tool for Cloud Intelligence Dashboards deployment
amazon-sagemaker-local-mode
Amazon SageMaker Local Mode Examples
document-understanding-solution
Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical, Amazon Kendra to automate the processing of documents for use cases such as enterprise search and discovery, control and compliance, and general business process workflow.
amazon-sagemaker-architecting-for-ml
Materials for a 2-day instructor led course on applying machine learning
amazon-sagemaker-generativeai
Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playground using SageMaker Studio.
communication-developer-services-reference-architectures
AWS Amazon Pinpoint and Amazon Simple Email Service (SES) Digital User Engagement Reference Architectures with CloudFormation templates.
amazon-sagemaker-mlops-workshop
MLOps workshop with Amazon SageMaker
bedrock-agents-cdk
Bedrock Agents with CDK and lambda actions