Very useful, especially if you are testing numerous models or in industry. My only complaint is that this should be Course 5 instead of Course 3.

Very good course explaining how to approach and solve different problems regarding structure and decision making in your deep learning projects.

I like these very realistic case studies which tell you how to tackle issues with your NN model and take your model performance to the next stage

Great course similar to the first two course. I love you Andrew to help learning deep learning as well as structuring machine learning algorithm.

Critical thinking about results of my experiments and how to think strategically in solving problems and running projects was incredibly awesome!

It is one of the best and Important courses of this Specialization. This course taught you which no one tells you about ML projects in real life.

It was a really wonderful and informative course. It really helped me a lot in understanding how to optimize and analyze real-world DL pipelines.

Useful for those who are thinking of ways to debug their AI projects and also learning methods to deal with errors, biases and treating datasets.

Enjoyed the real world scenarios... I think those were super helpful to understand various scenarios and how to strategize ML tool and resources.

A fantastic course, and very cool!! It teaches a lot of the most popular and fashionable techniques used in AI projects. I appreciate it so much.

The material here are truly invaluable as they have been gathered together as one easy reference. Excellent explanation and examples from Andrew.

This course is so wonderful. I love the contents and how realistic and useful the assisgnments are to consolidate concepts learnt from lectures.

This is a fantastic course, I feel like I had a preview of what it will be like making adjustments to solve a problem. Very insightful teaching.

Incredibly useful course! I believe that I will save many hours of working around models because I of the knowledge that I got from this course!

Thanks for this course. It is really helpful to structure the ML problem and go ahead with the project. A very systematic approach is explained.

There are some errors in the videos (the video doesn't stop when the instructor is done talking, some parts are repeated for a few seconds etc.)

So far the most useful course in this specialization. Not technical intensive, but a lot of useful tips in real world machine learning projects.

Completing this course was such fun and useful for me who is trying to build the good system in Mongolia which is not that good develop country.

This course helped me understand the niches and important things which needs to be noticed while working on a machine learning project.

Thank you

i liked these 2 flight simulators course, where i get to be in a virtual scenario, to take the right decision, to save the team and the project.

This course is helpful as a guidance to build my own deep learning project. Based on the guide, I can select proper strategy to achieve my goal.

This course provides deep insights into how to develop an approach to real life problems. A must-do course for all machine learning enthusiasts.

Quite nice and intuitive. Work is pretty light too - as the others can be a tad too codey. Some interesting gathering of thoughts in this module

I liked a lot. I got very big experience . This course is full of advices and best practices which helps you while working through the projects.

Great course! This helped me to learn things that I could have got only after years of experience. Thank you so much to Andrew NG sir and Team.