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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
2,011 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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326 - 350 of 382 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By David K

鈥�

Jun 16, 2025

Good demonstrated course but not taken into much deep. Not much said about transformers etc.

By Anzu P

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Jan 9, 2025

Buona la parte teorica, ma scarsa gradualit脿 dei laboratori si passa da 0 a 1000

By Mu M

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Jul 10, 2025

why do you ask for verifying my id at the end of the course? That's not fair.

By Emanuel N

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Feb 3, 2021

Muy basico, pero contenido estuve bien, los temas fueron bien explicados

By Jay P

鈥�

Oct 6, 2019

Excellent course that is very well done. Final project was super hard.

By mallesh v s

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Oct 8, 2019

Very Good Course to begin, explanations are clear on most of topics

By Denis C

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Apr 19, 2025

Some videos are too quick for a safe understanding and memorizing

By Nehal B

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May 3, 2022

It provides good basic understing of deep learning using Keras!

By Vishwanathan C

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Apr 14, 2020

Very nice and concise introduction to Keras and Deep Learning.

By Vijander S

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Apr 5, 2020

some interdisciplinary data set examples should be included

By Sarah T

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Sep 27, 2020

A course which gives basic understanding of concepts.

By Jagadeesh K

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Apr 27, 2020

excellent course and but need some advanced content

By Jose D R M

鈥�

May 19, 2024

Interesante curso aunque quiz谩s demasiado b谩sico.

By TJ G

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Jan 12, 2020

Great starter. Could do with more practice labs.

By Udaykumar A

鈥�

May 9, 2021

Good course which provides practical exposure

By Vincent H

鈥�

Mar 5, 2021

Not too bad a course and the pace was right.

By Medet M

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Jul 30, 2020

Seems very easy course. Good for beginners.

By Peter N P B

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Feb 7, 2020

a bit easy but well put together material

By UNMILON P

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Jun 7, 2020

Basic course but best to start for Keras

By Syed T A S

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Feb 26, 2024

Great course to kick off as ML Engineer

By Abdelrahman m

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Apr 5, 2025

it was a cool intro deep learning

By Cristina A G

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Feb 20, 2020

Clear, easy to follow

By Sarath C G K

鈥�

Apr 23, 2020

Good Assignments,

By Arriouach M

鈥�

May 11, 2024

Great experience

By Rishav R 2

鈥�

Apr 3, 2025

great course