Repositories list

• llm-apps-workshop

  Public
  Use LLMs for building real-world apps

  Jupyter Notebook

  •

  MIT No Attribution

  •38•0•0•0•Updated May 7, 2023May 7, 2023

• mlops-zoomcamp

  Public
  Free MLOps course from DataTalks.Club

  Jupyter Notebook

  •2.2k•0•0•0•Updated Apr 24, 2023Apr 24, 2023

• the-algorithm-ml

  Public
  Source code for Twitter's Recommendation Algorithm

  Python

  •

  GNU Affero General Public License v3.0

  •2.2k•0•0•0•Updated Apr 1, 2023Apr 1, 2023

• ML-For-Beginners

  Public
  12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

  Jupyter Notebook

  •

  MIT License

  •15k•2•0•0•Updated Feb 20, 2023Feb 20, 2023

• applied-ml

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

  MIT License

  •3.7k•0•0•0•Updated Feb 19, 2023Feb 19, 2023

• my_notes

  Public
  My small cheatsheets for data science, ML, computer science and more.

  Apache License 2.0

  •119•0•0•0•Updated Feb 2, 2023Feb 2, 2023

• machine-learning-for-software-engineers

  Public
  A complete daily plan for studying to become a machine learning engineer.

  Creative Commons Attribution Share Alike 4.0 International

  •6.2k•0•0•0•Updated Jan 13, 2023Jan 13, 2023

• train-and-deploy-ocr-model-on-amazon-sagemaker

  Public
  Onboard PaddleOCR with SageMaker Projects for MLOps, illustration with optical character recognition on identity documents

  Python

  •

  MIT No Attribution

  •15•0•0•0•Updated Nov 17, 2022Nov 17, 2022

• aws-sagemaker-stable-diffusion

  Public
  How to use stable diffusion model on AWS Sagemaker

  Python

  •10•0•0•0•Updated Oct 13, 2022Oct 13, 2022

• mlops-workshop

  Public
  This repository contains a collection of workshops that show different approaches to MLOps on AWS.

  Python

  •

  MIT No Attribution

  •3•1•0•0•Updated Sep 30, 2022Sep 30, 2022

• sagemaker-training-toolkit

  Public
  Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

  Python

  •

  Apache License 2.0

  •128•0•0•0•Updated Sep 19, 2022Sep 19, 2022

• .github

  Public
  0•0•0•0•Updated Sep 19, 2022Sep 19, 2022

• Made-With-ML

  Public
  Learn how to responsibly deliver value with machine learning.

  Jupyter Notebook

  •

  MIT License

  •6k•0•0•0•Updated Sep 12, 2022Sep 12, 2022

• serverless-machine-learning

  Public
  Examples of deploying scikit, spaCy and Keras (TensorFlow) machine learning models to AWS Lambda with Serverless framework and Python 3.

  Python

  •38•0•0•0•Updated Sep 8, 2022Sep 8, 2022

• aws-step-functions-data-science-sdk-python

  Public
  Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS

  Python

  •

  Apache License 2.0

  •89•0•0•0•Updated Jul 27, 2022Jul 27, 2022

• Georgia-Restaurant_Inspection

  Public
  The purpose of this project is to analyze, specify, design, implement, document, and demonstrate a database management information system called the Georgia Restaurant Health Inspection System.

  CSS

  •2•10•0•0•Updated Jul 20, 2022Jul 20, 2022

• media-insights-on-aws

  Public
  A serverless framework to accelerate the development of applications that discover next-generation insights in your video, audio, text, and image resources by utilizing AWS Machine Learning and Media services.

  Python

  •

  Apache License 2.0

  •89•0•0•0•Updated Jul 9, 2022Jul 9, 2022

• aws-machine-learning-university-accelerated-tab

  Public
  Machine Learning University: Accelerated Tabular Data Class

  Jupyter Notebook

  •

  Other

  •314•0•0•0•Updated Jun 22, 2022Jun 22, 2022

• deepracer-for-cloud

  Public
  Creates an AWS DeepRacing training environment which can be deployed in the cloud, or locally on Ubuntu Linux, Windows or Mac.

  Shell

  •184•0•0•0•Updated Jun 16, 2022Jun 16, 2022

• amazon-sagemaker-secure-mlops

  Public
  Jupyter Notebook

  •

  MIT No Attribution

  •49•0•0•0•Updated Jun 1, 2022Jun 1, 2022

• AI-For-Beginners

  Public
  12 Weeks, 24 Lessons, AI for All!

  Jupyter Notebook

  •

  MIT License

  •6.3k•0•0•0•Updated May 30, 2022May 30, 2022

• machine-learning-interview

  Public
  Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

  1.7k•0•0•0•Updated May 11, 2022May 11, 2022

• amazon-finspace-examples

  Public
  This repo contains sample code and sample notebooks to illustrate how to work with Amazon FinSpace

  Jupyter Notebook

  •

  MIT No Attribution

  •24•0•0•0•Updated May 9, 2022May 9, 2022

• practical-mlops-book

  Public
  [Book-2021] Practical MLOps O'Reilly Book

  Jupyter Notebook

  •294•0•0•0•Updated May 5, 2022May 5, 2022

• aws-panorama-samples

  Public
  This repository has samples that demonstrate various aspects of AWS Panorama device and the Panorama SDK

  MIT No Attribution

  •57•0•0•0•Updated May 5, 2022May 5, 2022

• mlops-e2e

  Public
  MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

  TypeScript

  •

  MIT No Attribution

  •84•0•0•0•Updated May 5, 2022May 5, 2022

• amazon-sagemaker-fine-tune-and-deploy-wav2vec2-huggingface

  Public
  Jupyter Notebook

  •

  MIT No Attribution

  •10•0•0•0•Updated Apr 14, 2022Apr 14, 2022

• data-science-ipython-notebooks

  Public
  Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  Python

  •

  Other

  •7.9k•0•0•0•Updated Apr 3, 2022Apr 3, 2022

• course

  Public
  The Hugging Face course

  Python

  •

  Apache License 2.0

  •788•0•0•0•Updated Mar 29, 2022Mar 29, 2022

• college_admissions_prediction

  Public
  Predict a candidate's chances of being admitted into a college based on GPA and GRE score

  Jupyter Notebook

  •4•11•0•0•Updated Mar 6, 2022Mar 6, 2022