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Learner Reviews & Feedback for Machine Learning Modeling Pipelines in Production by DeepLearning.AI

4.4
stars
408 ratings

About the Course

In the third course of Machine Learning Engineering for Production Specialization, you will build models for different serving environments; implement tools and techniques to effectively manage your modeling resources and best serve offline and online inference requests; and use analytics tools and performance metrics to address model fairness, explainability issues, and mitigate bottlenecks. Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need production engineering capabilities as well. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and engineering roles to help you develop production-ready skills. Week 1: Neural Architecture Search Week 2: Model Resource Management Techniques Week 3: High-Performance Modeling Week 4: Model Analysis Week 5: Interpretability...

Top reviews

JS

Sep 13, 2021

Excellent content and lectures from Mr. Robert . Thank you very much Sir for the excellent way of explaining these difficult topics . Thank you !!!

MB

Oct 20, 2021

I enjoyed this course a lot. It gave me a lot of ideas on how I can improve my models and make my workflow more efficient. Thank you.

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26 - 50 of 81 Reviews for Machine Learning Modeling Pipelines in Production

By Melanie J B

Oct 21, 2021

I enjoyed this course a lot. It gave me a lot of ideas on how I can improve my models and make my workflow more efficient. Thank you.

By Le-Nhan N

Sep 21, 2021

This course is helpful. Enrich my knowledge with data concepts, optimal high-performance model tools and model debugging.

By Mario T

Sep 5, 2021

Outstanding! Exceptionally informative. Makes me look way aheady how to implement ML pipelines, and how to analyze them.

By Ankit P

Apr 26, 2022

It was really a wonderful and amazing course. I really learnt about what all goes in creating a successful ML project

By vadim m

Aug 4, 2021

Covers a lot of hot topics related to ML Modeling pipelines in production with great breadth and depth.

By John M

Mar 31, 2023

I love this course. It is full of hands-on examples from real-world and production category problems

By Reza M

Sep 14, 2021

This is very helpful course to understand the life of model specially after its deployment.

By Cees R

Oct 15, 2021

This course filled in some black holes in my knowledge and I found it very helpful.

By hadi n

May 9, 2023

Great, So So practical and useful. Thanks Coursera. Thanks Deeplearning.ai

By amadou d

Aug 8, 2021

Excellent!! Ver, Very Very Good. Learn a lot. Thank you for sharing.

By Sri V D

Jan 6, 2023

Excellent introduction to pipelines for production ML.

By Daniel W

Jun 9, 2022

Great course, probably the best in the specialisation.

By Hamza K

Apr 29, 2023

I really enjoyed this course. I highly recommend it.

By Fernandes M R

Sep 24, 2021

The first course of MLOps, and the best.

By Qafar B

Feb 15, 2024

i learned more things from this course

By Thiago P

Feb 1, 2022

Really liked the last week content

By MORUFU B

May 14, 2022

This is a very detail course

By Илья В

Sep 9, 2021

great course, a lot of stuff

By Liang L

Jul 22, 2021

Good content and hands on.

By Fernando E M M

Aug 27, 2023

Is the best course ,thank

By Matin T

Dec 9, 2023

Thank you, Robert Crowe!

By Tung L D

Dec 5, 2023

perfect, very good

By Pedro C

Oct 3, 2022

Amazing course!

By Raspiani

Aug 28, 2021

Awesome Thanks

By 莫毅啸

Dec 24, 2021

haved fun!