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

4.7

stars

1,950 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

Jun 30, 2022

Excellent introduction to the mechanics of Neural Networks in general, and the Keras application specifically. Alec is an outstanding teacher, I always appreciate his knowledge and enthusiasm.

Jun 29, 2020

Such a wonderful and high tech course in the world and it is provided by ibm and coursera.Thank you ibm and coursera for such a opportunity.I'm glad and proud to be a part of this organization.

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326 - 350 of 375 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By mallesh v s

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Oct 7, 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 13, 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 26, 2020

excellent course and but need some advanced content

By Jose D R M

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May 19, 2024

Interesante curso aunque quizás demasiado básico.

By TJ G

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Jan 11, 2020

Great starter. Could do with more practice labs.

By Udaykumar A

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May 9, 2021

Good course which provides practical exposure

By Vincent H

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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 6, 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

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Apr 22, 2020

Good Assignments,

By Arriouach M

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May 11, 2024

Great experience

By Rishav R 2

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Apr 3, 2025

great course

By Surya V

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Jun 28, 2023

very Good

By ANAND M

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May 7, 2022

Excellent

By Suman k s

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May 13, 2020

Fantastic

By MOHAMMED N M A S Y B

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Jul 10, 2025

Good

By Mehnas F N B A R & I 2

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Jun 30, 2025

cvfd