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amazon-sagemaker-examples

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

amazon-sagemaker-safe-deployment-pipeline

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

applied-ml

https://madewithml.com/

awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

aws-innovate-ai-ml

cookbook

The Data Engineering Cookbook

deploying-machine-learning-models

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

fairlearn

A Python package to assess and improve fairness of machine learning models.

fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

fastai

The fastai deep learning library

flask-app

A demo flask-app with Github-actions

gpt-favourite-prompts

Used to store my favorite prompts for interacting with LLMs

imbalanced-data

Notebook implementing techniques discussed in my blog post about imbalanced data.

machine-learning

Content for Udacity's Machine Learning curriculum

madewithml-labs

Lessons from https://madewithml.com/

mastering-apache-spark

This is repository of my YouTube Course on End to End Apache Spark in AIEngineering YouTube Channel

ml-monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

ml-project-template

ML project template facilitating both research and production phases.

pandas_exercises

Practice your pandas skills!

pennylane

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

pysyft

A library for answering questions using data you cannot see

q-trader

Deep Q-learning driven stock trader bot

trading-bot

Stock Trading Bot using Deep Q-Learning

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

uefa-aws-mwaa

Repository for the configuration and DAGs used in the AWS MWAA environment

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker