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Learner Reviews & Feedback for Introduction to Machine Learning in Production by DeepLearning.AI

4.8
stars
2,792 ratings

About the Course

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application. 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: Overview of the ML Lifecycle and Deployment Week 2: Selecting and Training a Model Week 3: Data Definition and Baseline...

Top reviews

RG

Jun 4, 2021

really a great course. It'll really change your way of thinking ML in production use and will help you better understand how can you leverage the power of ML in a way that I'll really create a value

DT

Aug 14, 2021

Excellent course, as always. Very well explain for both Data Sicientist, Software engineer and Manager (with some basics undertsanding of ML). One of these courses that Data Sientist should follow.

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151 - 175 of 499 Reviews for Introduction to Machine Learning in Production

By Mark S

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Dec 6, 2022

Excellent course that covers the most important fundamental ideas. Violate these guidelines at your own risk.

By Dao M D

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Sep 2, 2021

Great course for people who want to get the idea of putting Machine Learning notebooks' code into production!

By Kacper T

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Jun 6, 2021

Clear and concise. The lecturer approaches the subject with objectivity but also with immense passion for it.

By Sushant B

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Nov 13, 2021

it was an awesome introduction to an important part of AI/ML that is going to decide the future of the field

By Mahtab S

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Oct 11, 2021

This course opened my eyes on how to tackle any AI projects in a business environment. Thanks a lot Andrew!

By Yudhik A

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Feb 16, 2024

The course had a decently big horizon and it helped me identify where I want to invest more time learning.

By Matthew Z

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Nov 4, 2022

This course should be a must for every Machine Learning Engineer and Applied Scientist! AN ABSOLUTE MUST!!

By Zanuar E R

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Jul 26, 2021

Great explanation from this course, now I know how to develop a machine learning problem for productivity.

By Sri V D

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Jan 6, 2023

Very good introduction to ML Ops for the Data Scientists, to understand requirements of the real world.

By Ibrahim G

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May 21, 2022

This was a really good introduction for systemetic and production level approaches for machine learning.

By James G

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May 20, 2022

Another top course by Andrew NG. Provided a great overview of the process of putting ML into production.

By stephane d

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Jun 15, 2023

A very great course as usual from Andrew.

It is very important to consider the real world of industries.

By Jonah M K

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Jun 30, 2021

Great course on the introduction of ML in production. Well presented and useful background information.

By Marija M

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Jul 12, 2021

Beautiful and inspiring overview of hows and whys in any AI project, with hands-on notebook examples.

By Salem S

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May 29, 2022

As always thank you soo much Andrew NG for Making knowledge about machine learning available for all.

By Jiangchun L

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Jun 30, 2021

Thanks for this great course and everything, Andrew! You are awesome, fantastic, great and wonderful!

By iVan D

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Jul 12, 2023

Introductory, but very comprehensive and super pragmatic, full of practical tips and best practices!

By Sreechowdary T

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Aug 5, 2021

Very informative but mostly therory, let me go throught next course in the sequece to work on handon

By Vladislav G V

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Jul 23, 2021

This is another great course by Andrew Ng: clear explanations, great examples, curious case studies!

By Hussein M

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Jun 17, 2021

It is very valuable and includes insights how to handle data, model data and how to deploy ML models

By HECTOR M

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Apr 13, 2023

I like the course i wish i was gonna use the certificate to get a job but anyway i learned the most

By John M

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Mar 29, 2023

It was a great learning experience for me. I really loved they way it was structured and delivered.

By vadim m

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May 19, 2021

Succinct but full of meaningful examples, holistic approach to MLOps. Well done, Andrew & the team!

By Varun v t

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Jan 9, 2023

Excellent course to understand the steps for deploying machine learning projects into production

By Hamad U R Q

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Feb 5, 2022

Excellent course. Very easy to understand and most neglected topics. Perfectly compiled course!