ćŠçćŻč DeepLearning.AI æäŸç Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization çèŻä»·ććéŠ
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DD
Mar 28, 2020
I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.
AM
Oct 8, 2019
I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation
1051 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization ç 1075 äžȘèŻèźșïŒć ± 7,283 äžȘïŒ
ćć»șè Nicholas S
âąMar 13, 2018
There are a lot of things you don't realize you need to be doing when you first get started, and this course helps you to understand when and how to tweak things.
ćć»șè glody m
âąJan 20, 2025
I learned from other courses but I never understood the optimizer(Momentum, Rmsprop, Adam) and the batch norm until this course, thanks Andrew and the whole team
ćć»șè Mohammed A A D
âąMar 23, 2023
Andrew Ng is great as always, but I wish you would expand upon your introduction to Tensorflow by adding another section that provides more in-depth information.
ćć»șè Dibyajyoti D
âąNov 13, 2020
A Course with proper depth and must do for all deep learning enthusiasts. This course also provides a proper introduction and hands-on experience with TensorFlow
ćć»șè Siddharth S
âąAug 7, 2020
The course is perfect for those who love learning the intuitions and inner working of Neural Network, a bit difficult for non - mathematical background learners.
ćć»șè Marc S O
âąJul 3, 2020
I like how the course guide through the math as easy as possible and focused on having the intuition that really helps during practical machine learning projects
ćć»șè Anderson J S d O
âąJun 29, 2020
Muito Obrigado pela oportunidade Coursera. Os cursos de vocĂȘs desvenda toda teoria que engloba o assunto. Obrigado pela oportunidade e pelo excelente curso !!!!
ćć»șè Raakesh S
âąJun 12, 2020
Always in favour of Dr. Andrew Ng's course. But, it would be good to improve the difficulty of programming exercise though it is quite fun and really informative
ćć»șè Ankur S
âąMay 30, 2020
Got to learn lot of things from this course. Like hyper-parameter tuning, softmax, batch normalization, tensorflow etc. The quiz and assignment was very helpful.
ćć»șè Shweta S
âąDec 21, 2019
This course is really helpful in improving neural networks and getting a better understanding of deep neural networks and tensorflow assignment is very helpful.
ćć»șè J P
âąDec 4, 2019
Really enjoy Andrew Ng's teaching style. I like that he takes the time explain the principles and reasons behind the various methods and optimisation strategies.
ćć»șè JanessaTech Z
âąNov 6, 2019
I strongly recommed the one who has learnt this course learn this course. I cannot image I mastered a lot of knowlege in a just few days. Thanks a lot, Andrew Ng
ćć»șè Somashekhar H
âąOct 19, 2019
The Course covered for steps/procedures for improving the performance by parameter tuning of the neural network models.The Intuition forTensor flow is very good.
ćć»șè Shridhar H
âąAug 25, 2019
This course has helped me understand the core concepts of Neural Networks. However, the assignments are very much easy and hints pretty much give away the codes.
ćć»șè Alexey D
âąMar 4, 2019
Great structured course which helped me a lot with understanding of the main aspects of how Neural Networks do what they do, and how to make them predict better.
ćć»șè Michael B
âąOct 3, 2017
Very good explanations of parameter tuning etc. and especially a good and interesting introduction to TensorFlow. Liked the way the tutorial is set up very much.
ćć»șè Sagar C
âąMar 5, 2021
An excellent experience through this course. The programming exercises are up to the mark. This course helped me a lot to cover regularization and optimization.
ćć»șè Hooi H L
âąAug 13, 2020
Very detail explanation that provides very clear intuition of the concept. The assignment is very good in putting the theory into the practical user experience.
ćć»șè Rahul A
âąJun 26, 2020
A very well explained course with details of tuning Neural Networks for improved performance. Andrew Ng makes it pretty easy to understand. Thank you very much!
ćć»șè John G
âąMay 23, 2020
What an amazing course!! We are using Machine Learning and Deep Learning at my job. I feel so far ahead of my peers because of this course. Thank you Andrew!!
ćć»șè Raghunandan K b
âąApr 26, 2020
very good course now i know how to tune your model and make it more effcient i'm glad such courses exist cant wait to complete next course of the specialization
ćć»șè Animesh S
âąJun 16, 2019
Pretty decent intro, could have had more on programming in Tensorflow, so that TensorFlow functions for every concept become a part of my habit as a programmer.
ćć»șè Jitin K
âąMar 5, 2019
Prof. Ng is a great instructor. The course is very well structured and broken down into easily digestible materials. Very useful for a ML/Deep Learning Student.
ćć»șè Pete C
âąJun 21, 2018
Very well delivered. A few mistakes in the notes and programming exercises, but identifying those just makes you think through the problems more. Learned a lot.
ćć»șè Devender K
âąMay 14, 2018
Covers the basic of tuning very well. Exercises to provide solutions to real problems are needed. This will help in independently creating better understanding.