Latest Courses
Node, Express, React JS & MySQL full stack web developmentCheck course
Apache Cassandra for Data EngineersCheck course
One page Portfolio template with sliding sectionsCheck course
PHP | Create a Cryptocurrency Website From ScratchCheck course
Build A TodoList with Java, Spring Boot and VueCheck course
Elementor Custom CSS Masterclass For BeginnersCheck course
Salesforce CPQ Complete MasterclassCheck course
AWS Identity and Access Management (IAM) FoundationsCheck course
Download & Setup PHP Real Estate Management Software QuicklyCheck course
Android App Development with JetPack ComposeCheck course
Node, Express, React JS & MySQL full stack web developmentCheck course
Apache Cassandra for Data EngineersCheck course
One page Portfolio template with sliding sectionsCheck course
PHP | Create a Cryptocurrency Website From ScratchCheck course
Build A TodoList with Java, Spring Boot and VueCheck course
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

FREE

(143 customer reviews)
Add to wishlistAdded to wishlistRemoved from wishlist 0
Add to compare
9.2/10 (Our Score)
Product is rated as #21 in category Machine Learning

This course will teach you the “magic” of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn TensorFlow. After 3 weeks, you will: – Understand industry best–practices for building deep learning applications. – Be able to effectively use the common neural network “tricks”, including initialization, L2 and dropout regularization, Batch normalization, gradient checking, – Be able to implement and apply a variety of optimization algorithms, such as mini–batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence. – Understand new best–practices for the deep learning era of how to set up train/dev/test sets and analyze bias/variance – Be able to implement a neural network in TensorFlow. This is the second course of the Deep Learning Specialization. deeplearning.ai is Andrew Ng’s new venture which amongst others, strives for providing comprehensive AI education beyond borders.

Instructor Details

Andrew Ng is Co-founder of Coursera, and an Adjunct Professor of Computer Science at Stanford University. His machine learning course is the MOOC that had led to the founding of Coursera! In 2011, he led the development of Stanford University’s main MOOC (Massive Open Online Courses) platform and also taught an online Machine Learning class to over 100,000 students, thus helping launch the MOOC movement and also leading to the founding of Coursera. Ng also works on machine learning, with an emphasis on deep learning. He had founded and led the “Google Brain” project, which developed massive-scale deep learning algorithms. This resulted in the famous “Google cat” result, in which a massive neural network with 1 billion parameters learned from unlabeled YouTube videos to detect cats. Until recently, he led Baidu's ~1300 person AI Group, which developed technologies in deep learning, speech, computer vision, NLP, and other areas.

Specification: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Duration

15 hours

Year

2017

Level

Beginner

Certificate

Yes

Quizzes

Yes

143 reviews for Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

4.8 out of 5
118
23
1
1
0
Write a review
Show all Most Helpful Highest Rating Lowest Rating
  1. Manish C

    Like all other andrew ng courses this course is also the best course to deep dive into neural network algorithms .

    Helpful(0) Unhelpful(0)You have already voted this
  2. Zhuo C

    This might not be the best curse . in the world, but it is doubtlessly the best one in my mind. Thank you, Dr. Andrew! Thank you, Coursera! Also, many thanks to Github!

    Helpful(0) Unhelpful(0)You have already voted this
  3. Prashant P

    The course content is of adequate depth and sets a good base for us to start applying DL in our projects. A project component can also be added to make it even better

    Helpful(0) Unhelpful(0)You have already voted this
  4. Md F I

    Great experience!

    Helpful(0) Unhelpful(0)You have already voted this
  5. heykel

    Absolutely helpful for Newbies to Coding and Machine Learning. It gives a great intuition also for managers, who are typically useless in coding…

    Helpful(0) Unhelpful(0)You have already voted this
  6. Janis R

    Nice intro to TensorFlow, thanks!

    Helpful(0) Unhelpful(0)You have already voted this
  7. ngoy m

    Learning quickly from very well thought out and put together lectures by Prof. Ng and team

    Helpful(0) Unhelpful(0)You have already voted this
  8. Ridvan B

    The teacher is awesome and if you are interested in that topic, this course is just perfect.

    Helpful(0) Unhelpful(0)You have already voted this
  9. Nicolas L

    programming assignment should be more open, with less guidance

    Helpful(0) Unhelpful(0)You have already voted this
  10. Hideyuki K

    Very nice course since it contains “real–world” examples.

    Helpful(0) Unhelpful(0)You have already voted this
  11. Tanay G

    This course taught me a lot of new concepts and tricks to speed up the training process as well as ways to reduce overfitting and biasing in a neural network. I would’ve liked the course even more if the instructors took a deeper dive in frameworks.

    Helpful(0) Unhelpful(0)You have already voted this
  12. Karan A

    Notebooks didn’t work properly

    Helpful(0) Unhelpful(0)You have already voted this
  13. yangyandi

    It’s a very useful course for me to have a better understanding of hyperparameter in neural network.

    Helpful(0) Unhelpful(0)You have already voted this
  14. Sathiya N C

    a very good course to get started with hands–on deep learning. This will not only cover the hyperparameters and optimization techniques but also covers the underlying math and reasoning behind using it. It’s fun! Go for it!

    Helpful(0) Unhelpful(0)You have already voted this
  15. AhmedAbdel–Aal

    it was great course, what i learned was very useful in a very good way of teaching. thanks Coursera and thanks Andrew Ng

    Helpful(0) Unhelpful(0)You have already voted this
  16. AhmedAbdel Aal

    it was great course, what i learned was very useful in a very good way of teaching. thanks Coursera and thanks Andrew Ng

    Helpful(0) Unhelpful(0)You have already voted this
  17. Piyush K B

    Great teaching by Andrew Ng. Learnt a lot and I feel confident to implement it.

    Helpful(0) Unhelpful(0)You have already voted this
  18. Ashwin A R

    This course helped in deepening knowledge about optimization techniques and how they could make ML/DL algorithms robust while training. This also provides a good introduction to the Tensor flow framework.

    Helpful(0) Unhelpful(0)You have already voted this
  19. Juan P A A

    The contents are actually good, and it doesn’t require a very extensive prior knowledge, so it’s even suitable for people with little experience in programming or math. However, despite being a course that has been out for over 2 years, there are still some subtitle issues (in English), and typos on a clarification slide.

    Helpful(0) Unhelpful(0)You have already voted this
  20. George

    the course was very intuitive, even for some who didnt have any robust computational algebra

    Helpful(0) Unhelpful(0)You have already voted this
  21. Murtaza V

    Great Learning Experience

    Helpful(0) Unhelpful(0)You have already voted this
  22. Akilu R M

    Great, well organised, student–centred course.

    Helpful(0) Unhelpful(0)You have already voted this
  23. AKSHAY K C

    Great follow–up course by the instructor after the Neural Networks Course. Got an in–depth understanding of hyperparameter, regularization, and optimization. Kudos to the team for designing such a good course.

    Helpful(0) Unhelpful(0)You have already voted this
  24. Avishek S

    Good learning!

    Helpful(0) Unhelpful(0)You have already voted this
  25. pranav b

    Best Course For Learning Hyper parameters Tuning

    Helpful(0) Unhelpful(0)You have already voted this
  26. Fabrice H T

    Super!!!

    Helpful(0) Unhelpful(0)You have already voted this
  27. Muhammad T B

    very wonderful course for Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

    Helpful(0) Unhelpful(0)You have already voted this
  28. Sreenivas N M

    Excellent second course that backs up the first course in tuning.

    Helpful(0) Unhelpful(0)You have already voted this
  29. Abdul M

    math part was quite difficult to understand

    Helpful(0) Unhelpful(0)You have already voted this
  30. Neelesh A

    Absolutely elegantly done by Prof. Andrew Ng. Have become a Deep Learning addict, thanks to the professor. Eagerly looking forward to the next one!

    Helpful(0) Unhelpful(0)You have already voted this
  31. Abdelrahman R

    Thanks

    Helpful(0) Unhelpful(0)You have already voted this
  32. Jairo J P H

    El curso es muy bueno, particularmente estoy muy agradecido con COURSERA, por darme la oportunidad de hacer los cinco cursos de la Especializacion en Deep Learning con ayuda economica y permitirme tener acceso a este tipo de capacitacion y certificacion. Muchas Gracias&! The course is very good, particularly I am very grateful to COURSERA, for giving me the opportunity to do the five courses of the Deep Learning Specialization with financial aid and allowing me to have access to this type of training and certification. Thank you very much!

    Helpful(0) Unhelpful(0)You have already voted this
  33. Raju L

    I am really grateful to the deeplearning.ai community and Coursera for providing such an amazing platform to learn and grow. undoubtedly, one of the best courses for learning deep neural networks.

    Helpful(0) Unhelpful(0)You have already voted this
  34. venkatesh

    Definitely 5 star ..This teaching is cake walk for newbies and concepts explained very well.

    Helpful(0) Unhelpful(0)You have already voted this
  35. Wooshik K

    Thank you very much for giving me an opportunity to learn every aspect of deep learning so easily.

    Helpful(0) Unhelpful(0)You have already voted this
  36. Jose A F R

    Un curso muy bueno, el instructor tiene dominio del tema y sobre todo el final del curso es muy bueno en cuestion de poner en practica la teoria que al principio te explica. En ocasiones el instructor va un poco rapido en los terminos teoricos y puede llegar a abrumarte. Creo queria ideal poner mas ejemplos practicos cada que explica un concepto.

    Helpful(0) Unhelpful(0)You have already voted this
  37. Abdallah D

    Fantastic course providing a broad overview of hyperparameter tuning in deep neural networks. The introduction on TensorFlow is informative. Looking forward to the three remaining courses of this great specialization on machine leaning. Thanks Andrew and their assistants for putting those courses together!

    Helpful(0) Unhelpful(0)You have already voted this
  38. Dipanjan G

    This again is an excellent insight on the hyper parameters and deep learning frameworks. The extreme prowess in the subject but at the same time a very lucid and relaxed style of teaching from Andrew helps quickly grasp these difficult concepts. Looking forward to much more!!!

    Helpful(0) Unhelpful(0)You have already voted this
  39. Karandeep

    Course is very good but better notes should be provided as it is a paid course. Also, it would be better if assignments are little challenging and hints shouldn’t be provided at every step.

    Helpful(0) Unhelpful(0)You have already voted this
  40. Ratnakar

    Glad to have done this course.

    Helpful(0) Unhelpful(0)You have already voted this
  41. Jun

    very clear explaination

    Helpful(0) Unhelpful(0)You have already voted this
  42. Yuanxin L

    Very good!

    Helpful(0) Unhelpful(0)You have already voted this
  43. MAYANK A

    Please provide slides at the end of whole course

    Helpful(0) Unhelpful(0)You have already voted this
  44. Dweep J

    Very well taught!!!

    Helpful(0) Unhelpful(0)You have already voted this
  45. Vishakha S

    I think a short video on tensorflow might help the learners

    Helpful(0) Unhelpful(0)You have already voted this
  46. Himanshu G

    very insightful and developed intuition

    Helpful(0) Unhelpful(0)You have already voted this
  47. Anand K

    The insights provided by Prof. Andrew are priceless. I sincerely hope that I get to go in such depths, as taught by him while implementing these algorithms in real–world applications.

    Helpful(0) Unhelpful(0)You have already voted this
  48. Prashant M

    A very nice course explaining the details of hyperparameter tuning. Thanks to Coursera and Andrew Sir for such a wonderful course.

    Helpful(0) Unhelpful(0)You have already voted this
  49. Muhammad w

    I was a great learning experience thanks team and specially Andrew

    Helpful(0) Unhelpful(0)You have already voted this
  50. Nikhil N

    Amazing course! Really helped me to understand the intricacies behind neural network workings and how to exploit them to improve performance.

    Helpful(0) Unhelpful(0)You have already voted this
  51. Deep G

    Amazing content!

    Helpful(0) Unhelpful(0)You have already voted this
  52. jarat m

    just amazing

    Helpful(0) Unhelpful(0)You have already voted this
  53. Saurabh K M

    The course is awesome…..literally speaking… awesome…!!

    Helpful(0) Unhelpful(0)You have already voted this
  54. Marshall

    Great overview with good practice problems. I never felt overwhelmed during the class.

    Helpful(0) Unhelpful(0)You have already voted this
  55. Goda D R

    The video content is very good to get a good hang of theoretical aspects but the programming assignments are too spoon fed because of which after doing filling the blanks, you don’t feel confident enough to implement the same on your own. Instead the assignments should be changed to cases where instructions are given in words and entire function should be implemented by students.

    Helpful(0) Unhelpful(0)You have already voted this
  56. Mohamed A B

    More tensorFlow would be nice, great course honestly great work on intutions

    Helpful(0) Unhelpful(0)You have already voted this
  57. Juncheol Y

    ^^

    Helpful(0) Unhelpful(0)You have already voted this
  58. Abhishek

    Amazing course, helped me with introduction to Tensorflow

    Helpful(0) Unhelpful(0)You have already voted this
  59. Mariola N

    Excellent course and very useful introduction to Tensorflow.

    Helpful(0) Unhelpful(0)You have already voted this
  60. Prashant A

    Very good instruction

    Helpful(0) Unhelpful(0)You have already voted this
  61. Erik H

    Learnt a lot re: tuning of hyperparams, optimization algos, and tensorflow.

    Helpful(0) Unhelpful(0)You have already voted this
  62. Ignacio H M

    I enrolled in this course without taking the previous ones (I have already done an MSc in Computer Vision and Machine Learning so I thought I wouldn’t need the others), but the material has been easy to follow and understand. It is really interesting as it helps you understand important concepts such as bias and variance, or why does batch normalisation work. Sometimes Deep Learning can be seen more as an art than a science, and this course is helpful for defining a good strategy when carrying out deep learing experiments.

    Helpful(0) Unhelpful(0)You have already voted this
  63. Rocco I

    Good course, as the previous ones. I wish we had the possibility to download the slides or get some summary notes… Going back to the videos to check some infos is not handy.

    Helpful(0) Unhelpful(0)You have already voted this
  64. John G

    Great overview of optimizing networks and intro to tensorflow.

    Helpful(0) Unhelpful(0)You have already voted this
  65. Xiangyu P

    Very clear explanation. Carefully designed practices. Wonderful Course!

    Helpful(0) Unhelpful(0)You have already voted this
  66. Abhishek S

    very helpful must join and do all questions !

    Helpful(0) Unhelpful(0)You have already voted this
  67. Jordi A C

    Very nice and well explained continuation to course 1. Very usefull tools to optimize results.

    Helpful(0) Unhelpful(0)You have already voted this
  68. Kingsley N K K

    Good guideline and full of useful information.!

    Helpful(0) Unhelpful(0)You have already voted this
  69. Rajesh R

    Great courser to study and practise. Highly recommend it.

    Helpful(0) Unhelpful(0)You have already voted this
  70. M A

    As a 2 3yrs experienced deep learning developer should say that this specialization is awesome specifically this course, it’s really practical every day to get a better result just tune the parameters as you’ve learned in the course and boom that’s it you get a better model. Thanks

    Helpful(0) Unhelpful(0)You have already voted this
  71. Shaun L

    Too much code is given, which makes the programming assignments too easy. The material is great, though.

    Helpful(0) Unhelpful(0)You have already voted this
  72. William

    This is everything I am looking for. Step by step basic AI. I have already taken a couple other AI specializations but I wanted to step back and really understand the basics.

    Helpful(0) Unhelpful(0)You have already voted this
  73. Manish.M

    Really informative course to learn about the various kinds of optimizations and the differences between the optimization techniques. Learnt how to tune the hyper parameters for effective training . Also got a chance to learn about mini batches and the corresponding gradient descent and the difference between batch and mini batch gradient descent.

    Helpful(0) Unhelpful(0)You have already voted this
  74. Ritik G

    The course is good and teach very high level concepts very easily.

    Helpful(0) Unhelpful(0)You have already voted this
  75. jagrati s

    For a busy mom of 2, 42 year old, senior executive., this course is best optimize for the pockets of time I get. Concepts are explained very clearly, and course is well paced

    Helpful(0) Unhelpful(0)You have already voted this
  76. Dhruv P

    WOW, Vet insightful

    Helpful(0) Unhelpful(0)You have already voted this
  77. S A

    An amazing course. Can’t wait to explore the other courses under this specialization

    Helpful(0) Unhelpful(0)You have already voted this
  78. Hugues D S

    Great insight on “rare” local optima in high dimensional spaces.

    Helpful(0) Unhelpful(0)You have already voted this
  79. Arun G

    Excellent course, giving a very good insight into how to approach building a deep neural network, the concepts of various parameters, tips on how to best achieve a good algorithm and a step by step walk through of the different algorithms, parameters and optimization.

    Helpful(0) Unhelpful(0)You have already voted this
  80. Mert C

    Perfect. Golden quality. Thanks to Andrew Ng.

    Helpful(0) Unhelpful(0)You have already voted this
  81. Aditya K

    Everything till now was good, But I can’t tell why my forward propagation method is rejected although it matches the expected output. So my marks were deducted for it without any reasonable explanation.

    Helpful(0) Unhelpful(0)You have already voted this
  82. santosh

    Excellent course. Bit tougher than first course

    Helpful(0) Unhelpful(0)You have already voted this
  83. Snow H

    Really helpful for me

    Helpful(0) Unhelpful(0)You have already voted this
  84. Haziqa S

    Wonderful

    Helpful(0) Unhelpful(0)You have already voted this
  85. Tohid S

    This course was amazing. I am speechless about how Andrew presented the materials. I enjoyed every minute of it!

    Helpful(0) Unhelpful(0)You have already voted this
  86. Shawn B

    great!

    Helpful(0) Unhelpful(0)You have already voted this
  87. Francesco C

    The part on optimization algorithms is really great!

    Helpful(0) Unhelpful(0)You have already voted this
  88. Okta F S

    I’m very happy can finish this course. After taking this course, I understand how to optimize deep learning model, how to tuning hyperparameters. Also, by doing the programming assignment I can understand how to do optimization process from scratch

    Helpful(0) Unhelpful(0)You have already voted this
  89. Surga K G

    Really good and clear explanation of concepts and thanks to Andrew NG sir

    Helpful(0) Unhelpful(0)You have already voted this
  90. Yanto J

    Thanks to Prof Andrew, now I can understand the roles of hyperparameters. Tuning them skillfully requires a lot of experience, though.

    Helpful(0) Unhelpful(0)You have already voted this
  91. MD S A

    Great insight into deeper concepts of deep learning. Lectures on different optimizers very helpful in understanding the basic concepts. Introduction of Tensorflow is great.

    Helpful(0) Unhelpful(0)You have already voted this
  92. Bhanuprakash B

    Best course to get clear with concepts of Deep Learning.

    Helpful(0) Unhelpful(0)You have already voted this
  93. Alexander S

    Very good overall, exercises could be a bit more free

    Helpful(0) Unhelpful(0)You have already voted this
  94. Juan B T G

    This course, as part of Deep Learning specialization, is simply great.

    Helpful(0) Unhelpful(0)You have already voted this
  95. PRIYANSH K

    nice course and very helpful

    Helpful(0) Unhelpful(0)You have already voted this
  96. Lei Y

    Always excellent!

    Helpful(0) Unhelpful(0)You have already voted this
  97. Justin G

    A good step up of difficulty from the first course, I’m going to finish this Specialization

    Helpful(0) Unhelpful(0)You have already voted this
  98. Boris B

    Informative overview about ML techniques which are helping on the way to improve modelling with deep learning.

    Helpful(0) Unhelpful(0)You have already voted this
  99. MANOJ K

    Great content for beginners and concept focused.

    Helpful(0) Unhelpful(0)You have already voted this
  100. David F

    Excellent course. Helper code still feels a little too much.

    Helpful(0) Unhelpful(0)You have already voted this
  101. Disheng M

    Tensorflow is kind of outdated, hard to find documentation

    Helpful(0) Unhelpful(0)You have already voted this
  102. Nilesh S

    Best Course

    Helpful(0) Unhelpful(0)You have already voted this
  103. Mohammad S I

    I am really glad to learn the tuning and optimization techniques. Hopefully, I can implement them whenever I need. Learning a new framework (TensorFlow) and using it to ease up the bigger calculations was the best thing about the course. Hats off to Andrew NG for designing a course like that.

    Helpful(0) Unhelpful(0)You have already voted this
  104. naren

    Thank you so much for preparing such a good content!

    Helpful(0) Unhelpful(0)You have already voted this
  105. Jag S S

    Tensorflow Version used in last assignment is old and syntax has been changed in tensorflow 2.0, it should be updated. But Overall very knowledgeable and insightful course.

    Helpful(0) Unhelpful(0)You have already voted this
  106. Zachary Z

    Learned a lot about tuning and different frameworks. Definitely math intensive and more of a brief overview than a deep dive of these techniques and tools.

    Helpful(0) Unhelpful(0)You have already voted this
  107. Rohit G

    The tensorflow portions need to be updated. Otherwise it’s a great module, building on the previous courses.

    Helpful(0) Unhelpful(0)You have already voted this
  108. Shyam P

    This is the best course ever on hyperparameter tuning and regularization as well as optimization. A big thanks to Andrew Ng sir and his team.

    Helpful(0) Unhelpful(0)You have already voted this
  109. prateek l

    There should be more examples first of all then moving to mathematics.

    Helpful(0) Unhelpful(0)You have already voted this
  110. Maxime C

    Really good course. This incrementation of difficulty while reusing previous courses is perfectly working

    Helpful(0) Unhelpful(0)You have already voted this
  111. Saurabh M

    I’ve done courses with similar content but no other teacher could explain it like Andre Ng. It is really a course you must do if you’ve completed the intro course

    Helpful(0) Unhelpful(0)You have already voted this
  112. Mohammad J P

    Great!

    Helpful(0) Unhelpful(0)You have already voted this
  113. Jeffrey B

    Another great course! Can’t wait for the next one!

    Helpful(0) Unhelpful(0)You have already voted this
  114. Rafael R

    Muito bom

    Helpful(0) Unhelpful(0)You have already voted this
  115. Akash D

    Thank You! Sir

    Helpful(0) Unhelpful(0)You have already voted this
  116. Adrian M

    Appreciate so much more the core essentials of applying common optimizations to NN models.

    Helpful(0) Unhelpful(0)You have already voted this
  117. Dingduo Z

    Able to follow and understand root cause

    Helpful(0) Unhelpful(0)You have already voted this
  118. Santosh M

    Excellent course

    Helpful(0) Unhelpful(0)You have already voted this
  119. KISHOR

    i learnt a lot about tuning Neural Networks through various optimization and regularization methods in this course. this helped me a lot in understanding the working and derivatives of optimizing neural networks through various algorithms. this course is making the foundations of deep learning look easy and understandable than other sources to the person who is taking up this course.

    Helpful(0) Unhelpful(0)You have already voted this
  120. Zhao Z

    The course is easy to understand, and the assignment design is very thoughtful. Many parts that do not matter much with key knowledge have already been completed for us, which significantly improves our learning efficiency

    Helpful(0) Unhelpful(0)You have already voted this
  121. Divy D

    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.

    Helpful(0) Unhelpful(0)You have already voted this
  122. Paraskevas P

    More practical examples would be very useful.

    Helpful(0) Unhelpful(0)You have already voted this
  123. Prateek S

    Great course. Covered most of the optimization techniques.

    Helpful(0) Unhelpful(0)You have already voted this
  124. Mohammad a

    Great Course (y)

    Helpful(0) Unhelpful(0)You have already voted this
  125. Tolga

    Great course. You learn a lot on optimization and normalization techniques and tensorflow.

    Helpful(0) Unhelpful(0)You have already voted this
  126. Deepak S M

    This course has valuable content! Well satisfied. 🙂

    Helpful(0) Unhelpful(0)You have already voted this
  127. Purushothaman S

    Wonderful course!!!!!

    Helpful(0) Unhelpful(0)You have already voted this
  128. Zhe W

    Very detailed so it is not hard to follow. Professor really put his heart and effort on this course. Thanks!

    Helpful(0) Unhelpful(0)You have already voted this
  129. Muhammad A k

    5/5.Thank you sir for helping me in my career.I recommend everyone to go through this course if you really want to learn detail about hyper parameter tuning , optimizers and regularization used to make neural network better. It helps to open black box of Neural network and know in detail about how all works.

    Helpful(0) Unhelpful(0)You have already voted this
  130. Naveen S P

    It’s Excellent experience !!!

    Helpful(0) Unhelpful(0)You have already voted this
  131. Mehedi S

    Beautifully organized

    Helpful(0) Unhelpful(0)You have already voted this
  132. Uday N

    Excellent Course

    Helpful(0) Unhelpful(0)You have already voted this
  133. Thomas P

    Some more basics on tensorflow would have been great!

    Helpful(0) Unhelpful(0)You have already voted this
  134. Sajib K S J

    I am lucky enough to get financial aid. Thank u courSera..Thanks a lot.. NG Sir is a masterclass..

    Helpful(0) Unhelpful(0)You have already voted this
  135. sudheer k

    great teaching in an easier approach. Thanks Andrew 🙂

    Helpful(0) Unhelpful(0)You have already voted this
  136. farhad

    Well organized and good assignment materials

    Helpful(0) Unhelpful(0)You have already voted this
  137. Rahul K

    Andrew NG in Machine and Deep Learning is like Bruce Lee in Martial Arts. Starting from class 1, he covered each and every small topic and correlated those beautifully. Feels lucky to attend this course. Highly Recommended!

    Helpful(0) Unhelpful(0)You have already voted this
  138. Shiyang F

    Great

    Helpful(0) Unhelpful(0)You have already voted this
  139. Aleksander L

    I’m not sure if those technics are still applicable with high level libraries, but I really like the way Prof. Ng explains it and it helps me to better understand how it works behind the scenes of already written functions

    Helpful(0) Unhelpful(0)You have already voted this
  140. Nick M

    really clear and well paced

    Helpful(0) Unhelpful(0)You have already voted this
  141. Bkash T

    Learned a lot of interesting stuff to improve the speed and efficiency of the model. Moreover, the introduction to the TensorFlow framework was intuitive.

    Helpful(0) Unhelpful(0)You have already voted this
  142. Shantanu M

    best to understand the internal working of neural networks and different parameter tunning to make their functioning faster and efficient

    Helpful(0) Unhelpful(0)You have already voted this
  143. Deeplaxmi L

    Thankyou for your great guidance sir. I am diploma student where we ain’t taught much maths related to ML. I found difficult to understand mathematical equations. So i request you to upload a course on that too.

    Helpful(0) Unhelpful(0)You have already voted this

    Add a review

    Your email address will not be published. Required fields are marked *

    This site uses Akismet to reduce spam. Learn how your comment data is processed.

    Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

    Price tracking

    Java Code Geeks
    Logo
    Register New Account
    Reset Password
    Compare items
    • Total (0)
    Compare