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Learner Reviews & Feedback for Introduction to Deep Learning & Neural Networks with Keras by IBM

4.7

stars

1,986 ratings

About the Course

This course introduces deep learning and neural networks with the Keras library. In this course, you’ll be equipped with foundational knowledge and practical skills to build and evaluate deep learning models. You’ll begin this course by gaining foundational knowledge of neural networks, including forward and backpropagation, gradient descent, and activation functions. You will explore the challenges of deep network training, such as the vanishing gradient problem, and learn how to overcome them using techniques like careful activation function selection. The hands-on labs in this course allow you to build regression and classification models, dive into advanced architectures, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), transformers, and autoencoders, and utilize pretrained models for enhanced performance. The course culminates in a final project where you’ll apply what you’ve learned to create a model that classifies images and generates captions. By the end of the course, you’ll be able to design, implement, and evaluate a variety of deep learning models and be prepared to take your next steps in the field of machine learning....

Top reviews

Mar 27, 2025

Really well explained. For some lectures you might need to refer outside the course, but mostly well understandable for an intermediate level student.

Jul 10, 2024

The course is quite complex for a person who does not have knowledge of algebra, statistics and calculus, the final project was good because it was challenging.

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201 - 225 of 381 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By Husam A

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Oct 8, 2023

So good, quick, and right to the point.

By Bo T

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Apr 2, 2020

Best course taken on Coursera thus far.

By Svitlana B

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Aug 1, 2024

Very interesting and thorough material

By Bharat P

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Apr 13, 2022

very Nice videos and details are given

By Thierry L

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Dec 7, 2021

Right to the pint ! very efficient !

By Arrabothu S R

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Aug 23, 2023

Crist introduction to deep learning.

By Rodrigo M M

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Aug 15, 2023

Focused material, no "extra" stuff

By Steven W

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Jul 14, 2022

Good coverage of the Keras basics.

By Edward

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Nov 3, 2024

It was hard, but I enjoyed it.

By Alexander P

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Dec 2, 2019

Nice intro into deep learning!

By Roman S

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Oct 10, 2022

Very, very well done course!

By Nhật T B

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Jun 1, 2020

Very good course for beginner

By Sumit J

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Mar 4, 2020

excellent course for beginner

By Jochen G

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Jan 22, 2020

Nice starter to deep learning

By Zein M

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Sep 17, 2023

Thanks a lot for this course

By oyenola p

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Jun 17, 2022

Well this is a great course

By Ahsaan G H

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Jul 12, 2020

Excellence Plat form to work

By S M A J

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May 27, 2020

Great intro to deep learning

By Farrukh N A

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Nov 18, 2019

Good Course on Deep Learning

By Wei J ( T

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Feb 5, 2020

super useful and neat class

By Bhaskar N S

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Apr 4, 2020

Simple and straightforward

By Yulia N

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Aug 7, 2023

great introduction to NN!

By Vamsy

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Jul 29, 2020

Helpful to improve skills

By S P

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Aug 4, 2020

Very clear and effective

By ZHOU H

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Feb 3, 2023

Very good for beginner.