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Back to Introduction to Deep Learning & Neural Networks with Keras

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

4.7
stars
2,010 ratings

About the Course

This course introduces deep learning and neural networks with the Keras library. In this course, you鈥檒l be equipped with foundational knowledge and practical skills to build and evaluate deep learning models. You鈥檒l 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鈥檒l apply what you鈥檝e learned to create a model that classifies images and generates captions. By the end of the course, you鈥檒l 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

FN

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.

AR

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.

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251 - 275 of 382 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By Aryan B

鈥�

Apr 28, 2025

very detailed

By Gabriela A N

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Aug 30, 2021

Great classes

By Pedro G D

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Aug 7, 2021

Its fantastic

By Mitchell H

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Jun 27, 2020

Great Course!

By Branly L

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May 15, 2020

Very nice..!!

By Sabeur M

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May 13, 2023

Great Course

By Abdullaev S

鈥�

Mar 30, 2021

Very helpful

By Sunny D

鈥�

Mar 26, 2020

Really nice!

By NRUPESH P

鈥�

Oct 10, 2025

Good course

By Ghulam M

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Jun 11, 2025

good course

By Jorge H

鈥�

May 4, 2023

Interesting

By Sima Q

鈥�

Jul 30, 2021

Very Good!

By Muhammad J B

鈥�

Jul 27, 2021

Just great!

By THOMONT B

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Jan 10, 2021

Nice course

By Aditya M P

鈥�

Dec 2, 2020

Good Course

By Victor M C

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Jul 26, 2024

buen curso

By SUJAY K B

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Aug 8, 2025

very good

By Remigiusz M U

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May 7, 2025

all right

By Lateefat O B

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Apr 7, 2024

wonderful

By Abul B

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Mar 11, 2022

Excellent

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

鈥�

Sep 25, 2019

wonderful

By Mohamed

鈥�

Feb 12, 2025

its good