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All Projects → kennethleungty → MLOps-Specialization-Notes

kennethleungty / MLOps-Specialization-Notes

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

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data-sciencemachine-learningcoursedeep-learningnotescourseraandrew-ngmachine-learning-engineeringmlopsml-engineeringdeeplearningaimachine-learning-opsml-engineering-for-production

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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

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

Status

Course 1: Notes completed ✅
Course 2: Notes completed ✅
Course 3: Notes completed ✅
Course 4: Notes completed ✅

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

Feedback/Suggestions

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

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