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

4.7

stars

2,051 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

Jul 11, 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.

Mar 28, 2025

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

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276 - 300 of 391 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By Sambit S

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Sep 1, 2021

very good

By Dr C S Y

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Aug 22, 2021

Excellent

By Souvik M

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Apr 21, 2020

Excellent

By Saman S

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Sep 25, 2019

wonderful

By Mohamed

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Feb 12, 2025

its good

By Ridha O

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Feb 12, 2022

good one

By Simha C

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Aug 27, 2024

Awesome

By SURYA B

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May 7, 2025

useful

By José M

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Mar 28, 2023

Good!!

By Dastur K

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Jul 12, 2025

good!

By parisa z

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Nov 9, 2022

great

By Francisco M L L

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Aug 8, 2022

great

By said f

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Mar 30, 2020

super

By Arshina B

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Dec 4, 2025

GOOD

By Javohir N

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Nov 21, 2025

nice

By Jatin 0

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Aug 31, 2025

good

By Rakshita

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Aug 30, 2025

good

By Rasim A

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Apr 29, 2025

Good

By prakhar

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Apr 26, 2025

good

By Nurzat D

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Apr 20, 2025

Good

By Nithya P V 2

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Mar 28, 2025

dfdf

By Ahmed E

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Aug 15, 2024

good

By Sardor B

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May 22, 2024

good

By Astitva S

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Mar 18, 2024

good

By 01fe21bec413

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Mar 16, 2024

Good