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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-sagemaker-mlops-byoc-using-codepipeline-aws-cdk

Sample solution to build a deployment pipeline for Amazon SageMaker.

amazon-sagemaker-safe-deployment-pipeline

Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.

augly

A data augmentations library for audio, image, text, and video.

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-llmops

An awesome & curated list of best LLMOps tools for developers

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

aws-mwaa-local-runner

This repository provides a command line interface (CLI) utility that replicates an Amazon Managed Workflows for Apache Airflow (MWAA) environment locally.

aws-sagemaker-byoc-end2end

bedrock-claude-chat

AWS-native chatbot using Bedrock + Claude 2

best-of-streamlit

🏆 A ranked gallery of awesome streamlit apps built by the community

boa303

repo for demos Unlock insights with AWS GenAI services (re:Invent BOA303)

cc-pydata

Cookiecutter template for generating a "reasonably standardized" skeleton for Python-based data science projects.

cicd-pipeline-train-schedule-git

Train Schedule sample app for Git exercises

codepipeline-ecr-build-sf-execution

data-engineer-learning-path

dataops-docs

Quickly get started with DevOps tools and best practices for building modern data solutions.

deploy-streamlit-app

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

devopsforai

Deploy end to end ML/AI pipelines using Azure ML Service and Azure DevOps and take a Data Science (AI/ML) solution into Production.

git-course

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

iac-lab1

langservedemo

A demonstration of using LangServe to create an API from a LCEL Chain!

llm-analysis

Latency and Memory Analysis of Transformer Models for Training and Inference

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-finetuning

LLM Finetuning with peft

llm-twin-course

🤖 LLM Twin FREE Course: Building Your Production-Ready AI Replica | An End-to-End Framework for Production-Ready LLM Systems by Building Your LLM Twin | WIP...

llmops-workshop

llmperf

LLMPerf is a library for validating and benchmarking LLMs