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

4.7

stars

1,852 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 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.

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.

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226 - 250 of 358 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By Diego G O

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Sep 3, 2021

Excellent course!

By Vaibhav Y T

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Nov 14, 2020

Excellent Course!

By Vivian L

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Jun 8, 2020

Amazing sessions!

By Jhonny J C R

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Apr 10, 2020

Excellent course!

By Nadeem K

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Oct 11, 2023

very interesting

By Nguyễn T C

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Sep 17, 2023

Amazing good job

By Luu C T

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Feb 26, 2023

Very good course

By Marcin W

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Nov 13, 2022

Well structured.

By Carlos A P M

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May 10, 2020

Sehr interssant!

By kanishk a

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Feb 2, 2020

Very nice course

By PARITOSH P

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Jan 4, 2020

Very good course

By Mehrzad S

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Sep 16, 2024

Awesome course.

By MD. S I

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Aug 23, 2020

A great course.

By RuoxinLi

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Nov 9, 2019

exellent course

By Edson J M

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Aug 17, 2020

perfect course

By Julien V

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Jun 3, 2020

Great course !

By Aryan B

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Apr 28, 2025

very detailed

By Gabriela A N

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Aug 29, 2021

Great classes

By Pedro G D

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Aug 6, 2021

Its fantastic

By Mitchell H

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Jun 27, 2020

Great Course!

By Branly L

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May 14, 2020

Very nice..!!

By Sabeur M

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May 12, 2023

Great Course

By Abdullaev S

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Mar 29, 2021

Very helpful

By Sunny D

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Mar 26, 2020

Really nice!

By Ghulam M

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Jun 10, 2025

good course