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    Back to Neural Networks and Deep Learning

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

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    4.9
    stars
    122,909 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 techno...
    ...

    Top reviews

    SB

    Jun 18, 2023

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    I am a student majoring in AI and ML. This course helped me to solidify my understanding of how NNs work. The course content was in-depth and comprehensive and the quiz and assignments were fun to do.

    KX

    Dec 7, 2017

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    Andrew explained the concepts very well and contextualized in just the right kind of real world examples, with none of the fluff that's surrounding deep learning these days. Incredibly good teaching.

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    1476 - 1500 of 10,000 Reviews for Neural Networks and Deep Learning

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    By Avdhoot A L

    •

    May 29, 2020

    The video lectures covered the theory and developed logic perfectly. The programming assignments were confidence-boosting and gave a practical point of view to Machine Learning. There should have been an additional lecture about caches, but other than that the course was perfect. After all its Andrew Ng we are talking about.

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    By Anand S

    •

    May 22, 2020

    Love the structure of this course. Needless to say but Prof. Andrew has done an incredible job of teaching the course in a way that's fun to learn. I am more motivated to learn the intuitive nature of DL and be able to eventually abstract relevant real world problems as a DL problem to solve them. I am just getting started :)

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    By Priya

    •

    May 15, 2020

    I would like to thank Coursera from the bottom of my heart for providing me the opportunity to gain acknowledgment of Neural Networks and Deep Learning. Coursera provides financial aid to help students like me. This knowledge is going to help a lot in my career. Now I am going to take my B.Tech project based on Deep Learning.

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    By Yash K S

    •

    Apr 20, 2020

    The course is excellent. It covers all the basics a beginner needs to get into neural networks and deep learning. The math is covered and the logic is explained in a succinct manner. The assignments are just difficult enough to keep the learner thinking but not too complex to deter the learner. I highly recommend this course!

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    By GUROL C

    •

    Oct 11, 2019

    Really a very good course to learn neural networks and deep learning. It is really a successful one because it teaches you how to start from the scratch. After this course, even if you use 3rd party porducts for deep learning you can be aware of what is being done in the background with the knowledge you get from this course.

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    By sharmataveesh

    •

    Mar 29, 2019

    Excellent course that sharpened my thinking on how Neural Networks work fundamentally. Always used to use neural networks as a black box for Supervised Learning tasks. After completing the course I feel more confident in taking up a difficult ML problem and write a deep NN from scratch to solve it. Great learning experience!!

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    By Eleftherios M

    •

    Feb 11, 2019

    Like always a great peak into the world of Deep Neural Networks by Andrew Ng. The lectures had as much math as it needed and they were not bombarding me with a lot of information but only with the really useful ones! The assignments were always leading me to solve the problems, maybe I would like them a little more difficult.

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    By Harry S

    •

    Sep 9, 2018

    A good introduction to neural networks and some deep learning algorithms, It is just a nice kick start for the world of artificial intelligence, specifically deep learning. It will give you an overview, but bear in mind the road of learning is long and interestingly filled with application of deep learning to try on your own.

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    By Cherif J

    •

    Sep 15, 2017

    Excellent course that gets you coding right away and implementing the core algorithm in deep learning: Backpropagation. Ng is clear and concise throughout and gives plenty tips on how to code and avoid bugs. The programming notebooks are well constructing and easy for anyone looking to delve into the topic for the first time.

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    By Kushidhar

    •

    Nov 22, 2020

    Everyone knows Andrew ng sir is awesome in teaching , This course is also excellent like previous Andrew ng sir courses, Doubt session is really helpful, TA's are responding really quickly compared to other platforms. I am very happy to do this course. Thank you Andrew ng sir, Thank you respected TA's, Thank you Coursera.

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    By Jaina B

    •

    Oct 26, 2020

    I loved the curriculum, it is in incremental approach.

    But the clarification reading module is not in appropriate location, it is placed before the module and creating the confusion at the appropriate time, rather it can be the placed instance where clarification is needed, just like the optional quiz exam at the end of video

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    By Bharatwaaj S

    •

    Oct 5, 2020

    This course is too good if you really love mathematics. Astounding and Stupendous clarity in explaining topics.

    Learnings:1. Mathematical model interpretation for Deep Neural Networks: Graphical, Linear Algebraic, etc.2. Programming ensuring Time and Space Complexity while Implementing it - Vectorization, Memoization, etc.

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    By H A H

    •

    Aug 18, 2020

    this is the best course I have been ever seen, who want to build their career in deep learning then this is perfect for it, but before u start this course u have good knowledge about machine learning, and for machine learning, u can start Mr. Andrew ng course then after u will enroll on this course this is my recommendation.

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    By Jenish C

    •

    Jun 2, 2020

    Extremely helpful review of the basics, rooted in mathematics, but not overly cumbersome. Very helpful for who want to understand deep learning from scratch. Very clear, and example coding exercises greatly improved my understanding of the importance of vectorization. The teaching techniques of professor Andrew NG is awesome

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    By Astankov D A

    •

    Apr 29, 2020

    Even though I rate this course for five stars, I would like to express my concern about the vast amount of repetitions throughout the videos. Most of them could provide just the same information being about two times shorter. Apart from this, I am extremely grateful to Mr. Ng and his colleagues for sharing this great course.

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    By Senthil V V

    •

    Apr 13, 2020

    Thank you so much Coursera for providing me such a good course. It was a great learning experience. The assignments and quizzes played an important role in improving my skills and giving me confidence to implement deep NNs. I'll definitely recommend this course to others. Looking forward to do more courses in deeplearning.ai

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    By Ravi P B

    •

    Apr 5, 2020

    A very nice ,deep and comprehensive introduction to Neural Networks and Deep Learning.The instructors are fantastic and the complex Backpropagation has really been presented in a very simple,concise and easy to digest way and the way Andrew Sir teaches it no more looks to be a mathematically complex Deep Learning algorithm.

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    By Mayank R

    •

    Mar 9, 2020

    The way Andrew covers all the concepts is, brilliant. It covers all the mathematical concepts behind an algorithm and explains them in great detail. The programming exercises give a good insight into the application. This course of the specialization is ideal for a beginner in this field . Can't wait to finish the next one .

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    By Laura G

    •

    Aug 7, 2019

    This course perfectly explains the foundations of neural networks. You will understand the maths behind scary words like "backpropagation" in no time, and you will code everything by hand using python. This means that in latter courses when you use tensorflow, you will understand why you do what you do, which is wonderful :)

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    By Jason D

    •

    Jul 5, 2019

    A simple and wonderful course. Goes through the basics of Neural Networks at the perfect pace. The assignments are well prepared and guide you through the implementations of your own NN models. For those who have an interest in Deep Learning and are familiar with Python, this course is perfect! Would definitely recommend it.

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    By Conor G

    •

    Oct 24, 2018

    Best course if you want to break into deep learning! Concepts are explained well. Assignments have a lot of guidance, but are still challenging. Most other online courses are either too high-level (jumping straight into a heap of code) or too low-level (hardcore calculus derivations). Really enjoyed this one - very balanced!

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    By Manish K J

    •

    Oct 2, 2017

    I had some theoretical knowledge of neural networks and deep learning earlier. However, this course helped in understanding the basic concepts better. The vectorization part taught in lectures are specially helpful. Thanks to Andrew Sir and all the team involved in this course. Looking forward to CNN and RNN courses.

    -Manish

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    By RAJDEEP G

    •

    Sep 9, 2020

    I feel this course as an elixir for those who want to learn Deep Learning from scratch. One suggestion to provide if other platforms like MATLAB could have been provided for this who are expert in MATLAB or any such platforms. It would make the course especially the programming assignments for flexible and student-friendly.

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    By Thota V S P . | A

    •

    Jul 14, 2020

    I've heard about Andrew Ng before even taking this course that he's a great lecturer, having taken this course I found that there's a massive truth to what I heard. I really like the way he took me through the toughest and complicated concepts of DL. He was amazing!!!. I'm gonna take his future courses with the same delight

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    By Shashank S

    •

    Jun 14, 2020

    I was very new to programming but still managed to complete this course because Andrew is the coolest professor out there. The assignments help you understand the practical bits and assist you with your own ideas too! I'd completely recommend, even if you're an absolute beginner but have a little exposure to linear algebra.

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