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Homework — MLOps Zoomcamp Module 1
[Local MacOS envprep by Adetbekov](https://github.com/adetbekov/mlops-zoomcamp/blob/main/01-intro/macos-local-envprep.md) [Environment Setup by Ayoub](https://github.com/ayoub-berdeddouch/mlops-journey/blob/main/intro-01.md) [Intro...
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MLOps Zoomcamp › Module 1: Introduction › Homework
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- Local MacOS envprep by Adetbekov
- Environment Setup by Ayoub
- Intro, Environment Setup, and MLOps Maturity Models by Bala
- GCP Environment Setup by Piyush
- Microsoft Azure Environment Setup by Olaide
- Environment Preparation using GCP and pyenv by Dani
- Useful links by Zioalex
- Notes by Alvaro Navas
- Cloud server setup using Deploifai (on AWS, Azure, or GCP) by 98sean98
- Notes from first lesson by Neimv
- Course preliminaries (jupyterbook) by particle1331
- Notes by Francisco Delca (environment: local ubuntu + virtualvenv)
- What is MLOps? - Non-technical intro by Lorenz
- Notes for Week1 by Bhagabat
- What is MLOps? - Storytime by Pathik Ghugare
- Module 1 Notes by Stephen Barrie
- Module 1 Notes - MacOS + Pycharm by Hongfan (Amber)
- Comprehensive guide to MLOps: Theory & Concepts for Beginners by Nithish Prabhu
- Module 1 Notes -Video 1.2 Env Prep Ec2 troubleshooting notes for remote-ssh vscode to ec2
- Ch1 notes by Marcus
- GCP setup instructions
- Machine Learning Essentials: FAQs on Linear Regression, One-Hot Encoding & RMSE
- [GCP Environment Setup with
Key concepts
Related notes
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- mlops-m01-course-overview
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- mlops-m01-mlops-maturity-model
- mlops-m01-optional-training-a-ride-duration-prediction-mod
- mlops-m02-getting-started-with-mlflow
- mlops-m02-homework
- mlops-m03-homework
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- mlops-m04-mlops-zoomcamp-4-6-batch-scoring-with-mage
- mlops-m04-web-services-deploying-models-with-flask-and-doc
- mlops-m05-debugging-with-test-suites-and-reports
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