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

Status

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

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