Chevron Left
Back to Introduction to Machine Learning in Production

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

4.8
stars
2,787 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.

Filter by:

201 - 225 of 499 Reviews for Introduction to Machine Learning in Production

By Nikolina K

•

Jun 1, 2021

Very useful topics covered! Andrew explains in a clear way, with a lot of examples.

By Sunwaee

•

May 17, 2021

Excellent course, as always. That's a really good introduction to ML in production.

By Bryan L

•

Sep 17, 2022

very helpful content! it gives a holistic view on the whole ML project lifecycle.

By AserGarcia

•

Jun 7, 2021

Great introductory course on the operations to keep a system afloat in production.

By Eddie M

•

Apr 2, 2022

Very clear and concise, incredibly valuable knowledge and techniques. Thank you.

By Endre H

•

Feb 6, 2022

The optional lecture was realy a good additional value of this course. Thank you!

By Steven I

•

Sep 28, 2021

The flow of this course and explanation with examples, made learning quite easy,

By Susan M

•

Jul 25, 2021

Have not yet competed labs - course in progress. Request for review premature.

By Gaurav P

•

Aug 30, 2021

extremely helpful course, gave a deep insight of data-centric machine learning

By Nikhil K

•

Jun 3, 2021

Awesome course. Got to learn a lot of new things related to ML in Production.

By MohammadReza L

•

Jun 12, 2022

I like this course, it help me to have vision about ML development process.

By paul b

•

Mar 12, 2022

Yet another excellent well structured and informative course from Andrew!!!

By Shawn L

•

Dec 14, 2021

Indeed a great course. It changes your way of thinking in Machine Learning.

By Shubham S

•

Aug 22, 2021

Learnt a lot new and applicable concepts and practices. Highly recommended.

By Pradeep N

•

Mar 17, 2024

Even though intro, it introduces some very practical and advanced concepts

By Bob K

•

Aug 17, 2021

Overall, an excellent and well presented introduction to ML in production.

By Abishek K

•

Jul 27, 2023

Brilliantly explained with real-life examples. Thank you so much, Andrew!

By María L A S

•

Feb 18, 2023

I am very satisfied with my first course of the specialization. Thank you

By Viraj H

•

Oct 31, 2021

It is quite good course I learned a lot of basic things from this course.

By Zoran H

•

Jun 25, 2022

It is a nice introduction to MLOps segment general terms and background.

By Ghada S

•

Jan 11, 2022

Very insightful course. Many thanks for all the provided efforts over it

By Vun S T

•

Sep 21, 2022

It provide a lot of tips & information for machine learning lifecycle

By Saqueeb A

•

Apr 20, 2022

Learned some basics of MLOps and terms in this course. Looking forward!

By DAYANANDA K

•

Sep 20, 2021

This Course covers all the basic practical aspects about ML Production.

By Juan A

•

May 19, 2021

Very Excellent Course. Allows me to seek and dig deep into the ML World