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Learner Reviews & Feedback for Neural Networks and Deep Learning by DeepLearning.AI

4.9
stars
122,116 ratings

About the Course

In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. By the end, you will be familiar with the significant technological trends driving the rise of deep learning; build, train, and apply fully connected deep neural networks; implement efficient (vectorized) neural networks; identify key parameters in a neural network’s architecture; and apply deep learning to your own applications. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Top reviews

AH

Apr 29, 2020

Amazing course, the lecturer breaks makes it very simple and quizzes, assignments were very helpful to ensure your understanding of the content. Hope for future learners you provide code model-answers

AA

Sep 1, 2019

I highly appreciated the interviews at the end of some weeks. I am currently trying to transition from a research background in Systems/Computational Biology to work professionally in deep learning :)

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2026 - 2050 of 10,000 Reviews for Neural Networks and Deep Learning

By Darryl S W S

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Nov 5, 2020

This course covers the basics of Logistic Regression and the intuitions behind shallow and deep neural networks. It is definitely a go-to course for ANYONE who wishes to understand MORE about the inner workings of a neural network, albeit not VERY in-depth. Easy to understand :D

By Edson C

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Jun 21, 2020

What really impresses me is not only learning, it is also being able to apply the knowledge we learn. Here i have this privilege, which represents a big step towards achieving my professional goals and creating positive impacts bu applying artificial intelligence. Thanks so much

By shawn w

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Apr 6, 2020

Amazing course. Videos were instructional, applicable, and thorough. The programming assignments were well thought out and challenged ML knowledge appropriately. Finally, the implementation of this course was well designed. I feel I actually learn ML well in Andrew Ng's courses!

By Wojciech P

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Aug 16, 2018

Great course! It provides in-depth knowledge of mechanisms behind neural networks such as gradient decent, forward and backward propagation with perfect balance between intuition and math proofs. It was my first course about Deep Learning and Neural Networks and it was worth it.

By Matt B

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Mar 26, 2018

While I've read a deep learning book and some articles before taking this course, this course really helps make deep learning concepts feel very concrete. You probably want to know some python before taking the course, but you could likely pick up what you need to along the way.

By Siyuan A

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Jan 25, 2018

It would be better if we could have some material, like a PDF file, as a summary so that when we have some questions in assignments, we can loot it up. Right now I can only review the videos and it seems to be less efficient. Anyway great course and great teacher. Thanks a lot!

By Jagan K G

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Oct 24, 2021

This is a great course to understand the deep learning concepts. Also the assignment using python gives the hands on experience on creating the deep learning model using numpy.

I would recommend this course for people who want to start learning the deep learning from begining.

By Gregory W W

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Jan 11, 2021

Amazing course very well explained. I was able to right my own code with my own variable values and my images so I did learn a lot and I do recommend it. If you are someone who likes AI or machine learning or just a python in general this course is for you! Doesn't hurt to try!

By Tamoghno D

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Sep 10, 2020

Great theory explanations and the notebooks are just excellent. They really bolster the concepts, and are very well-guided. There is a bit too much hand holding though, and some of the maths behind the derivations os backpropagation are omitted, which does cause some confusion.

By Meghal S

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Aug 9, 2020

One of the best course I have ever learnt for learning Deep Learning from Scratch. I highly recommend this course to all, who wants to learn Deep Learning. I really would like to finish all courses of the specialization. Thank you very much for offering such a wonderful course.

By Pratyush S

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Jul 17, 2019

Exceptional and perfect to the core, this course is the perfect introduction to the field of Deep Learning. Well designed programming exercises and quizzes by the team and all of this is spearheaded by Professor Andrew Ng! Thank you sir for helping us learn something so easily!

By Rajiv J

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Jun 30, 2019

Excellent course from Prof. Andrew Ng, providing detailed information on every topic in a clear and elaborate manner. The course material is too good and the practice exam approach using Jupyter is amazing, helped learn quicker. Thanks very much Coursera for such a nice course.

By Aditya B

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Feb 5, 2019

All concepts are explained with great simplicity. A little light on the math side, but Andrew Ng doesn't leave any stone unturned. Definitely helpful if you have basic knowledge of Python and Machine Learning. However, at times, the superscripts and subscripts do get confusing!

By Simon R

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Dec 15, 2018

Great explanation of fundamentals with some good exercises. Side-effects include refreshers on linear algebra and tools like numpy. I like the clarity of this course, for example, the separation of the linear from non-linear parts of a neural network layer and why that matters.

By Ezhilan N

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Sep 10, 2018

Needed a grounding in deep learning and this course helped me with that. Well streamlined with all the necessary data/code to perform the coding exercises and have them graded fast. My comfort level to be able to apply this to solving real business needs have improved greatly!!

By Sudesh A

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Jun 28, 2018

I really liked some of the intuitions provided by the instructor, especially the intuition behind the several layers in NN in context of images, and audios.There are quite a few typos and errors, and they need to be corrected, especially the ones in the programming assignments.

By Sandy

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Jan 31, 2018

The course is really good. But the videos are grouped to one complete module followed by complete implementation which becomes a zone out. After each lesson is complete we can also take up each implementation(cells in the notebook). This could be good for better understanding

By Mahdiyar R

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Aug 5, 2023

I have taken other courses about neural networks and they were using a built-in module to implement neural networks but in this course, we build a neural network from scratch and now I have deep and better understand what actually happen inside the black box of neural network.

By Tanveer S

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Jul 11, 2021

Amazing course, I found the mathematics behind neural networks very interesting. I also wanna give major appreciation to the use of notation and symbols in the course, it was perfect and not unnecessarily complicated, unlike other courses and textbooks I've seen on the market!

By Shekhar S N

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May 12, 2021

Very good course, teaches the fundamentals of deep neural networks very well and particularly the importance of vectorization is also stressed well in this course. The programming assignments give us a good feel on how to implement deep learning by giving interesting examples.

By Akash M

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Jun 14, 2020

This Course provided me with an excellent base to venture into the world of Deep Learning. It helped me grasp critical concepts which would enable me to start working with Deep Learning on my own. Now i can safely move forward with the remaining courses in this specialization.

By Daniel M

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Apr 11, 2020

This course explains the basics under Deep Learning, it is not as other courses that goes directly into applications using it as a black box. It is part of a specialization on which you will also learn how to go to applications, but with the knowledge about what you are doing.

By Saurabh B

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Nov 27, 2019

Helps you clearly understand the fundamentals of neural network and deep learning, Andrew NG is amazing at explaining complex topic in an easy to understand language and he also tells you tips and tricks to work more efficiently. Great starter course to get into deep learning.

By Shilin G

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Jul 21, 2019

Amazing course! I took machine learning course first (which is also amazing!) and then started this one. They are both good for beginners, some of their content overlaps, this one can be well stand-alone - don't worry about it if you have not taken the machine learning course.

By Jeremy T

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Jul 16, 2019

Great introduction into Neural Networks and Deep Learning. Andrew does a good job with explaining the concepts and the simple programming assignments reinforce the learning. You won't come out a wizard in NN/DL, but it's a great start to continue to motivate future learning.