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1st-place-solution-in-google-universal-image-embedding

1st Place Solution in Google Universal Image Embedding

90daysofdevops

This repository is my documenting repository for learning the world of DevOps. I started this journey on the 1st January 2022 and I plan to run to March 31st for a complete 90-day romp on spending an hour a day including weekends to get a foundational knowledge across a lot of different areas that make up DevOps.

amazon-sagemaker-examples

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

amazon-sagemaker-multi-model-endpoints-model-monitoring

amazon-sagemaker-xgboost-regression-model-monitor-and-alerting

How to train, deploy and monitor a XGBoost regression model in Amazon SageMaker and alert using AWS Lambda and Amazon SNS. SageMaker's Model Monitor will be used to monitor data quality drift using the Data Quality Monitor and regression metrics like MAE, MSE, RMSE and R2 using the Model Quality Monitor.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

astock

Astock

automated-machine-learning-on-aws

Automated Machine Learning on AWS, published by Packt

awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-kubernetes

A curated list for awesome kubernetes sources :ship::tada:

awesome-langchain

😎 Awesome list of tools and projects with the awesome LangChain framework

awesome-mlops

A curated list of references for MLOps

awesome-mlops-1

:sunglasses: A curated list of awesome MLOps tools

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

awesome-text-to-image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

aws-emr-spark-model-deployment-workshop

The code for the Spark model deployment workshop

bert-entity-extraction

bitcoin-price-twitter-sentiment-analysis

Bitcoin price prediction using twitter sentiment analysis

bitcoin-tweets-nlp

bitcoin_tweet

evaluating

blog-posts

Blog posts and related code by Sebastián Ramírez (@tiangolo)

bodywork-core

Deploy machine learning projects developed in Python, to Kubernetes. Accelerated MLOps 🚀

capmarket

capstone-project-mlops-zoomcamp

This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.

cd4ml-workshop

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

chat-langchain

cicd_test

cml

♾️ CML - Continuous Machine Learning | CI/CD for ML