https://github.com/kennethleungty/mlops-specialization-notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
https://github.com/kennethleungty/mlops-specialization-notes

andrew-ng course coursera data-science deep-learning deeplearningai machine-learning machine-learning-engineering machine-learning-ops ml-engineering ml-engineering-for-production mlops notes

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Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

• Host: GitHub
• URL: https://github.com/kennethleungty/mlops-specialization-notes
• Owner: kennethleungty
• Created: 2021-07-11T14:20:24.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-05-17T16:28:29.000Z (over 1 year ago)
• Last Synced: 2023-11-07T14:17:34.558Z (about 1 year ago)
• Topics: andrew-ng, course, coursera, data-science, deep-learning, deeplearningai, machine-learning, machine-learning-engineering, machine-learning-ops, ml-engineering, ml-engineering-for-production, mlops, notes
• Homepage:
• Size: 65.2 MB
• Stars: 299
• Watchers: 15
• Forks: 133
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Coursera MLOps Specialization Course (DeepLearning.AI) Notes

### Lesson Notes for Machine Learning Engineering in Production (MLOps) Specialization course (by DeepLearningAI and Andrew Ng) on Coursera

- Notes compilation based on lecture slides and video transcripts

- Link to course: https://www.deeplearning.ai/program/machine-learning-engineering-for-production-mlops/

Course 1: Introduction to Machine Learning in Production  

Course 2: Machine Learning Data Lifecycle in Production  

Course 3: Machine Learning Modeling Pipelines in Production  

Course 4: Deploying Machine Learning Models in Production  

### Summary Articles

Course 1: https://towardsdatascience.com/key-learning-points-from-mlops-specialization-course-deeplearning-ai-andrew-ng-5d0746605752    

Course 2: https://towardsdatascience.com/key-learning-points-from-mlops-specialization-course-2-13af51e22d90  

Course 3: https://towardsdatascience.com/key-learning-points-from-mlops-specialization-course-3-9e67558212ee  

Course 4: https://towardsdatascience.com/key-learning-points-from-mlops-specialization-course-4-ee39bbd2864b

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### Status

Course 1: Notes completed ✅   

Course 2: Notes completed ✅  

Course 3: Notes completed ✅   

Course 4: Notes completed ✅  

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#### Feedback/Suggestions

Feel free to reach out to me on LinkedIn (https://linkedin.com/in/kennethleungty) or Medium (https://kennethleungty.medium.com)