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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
1,950 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

MP

Jul 1, 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.

SS

Jun 30, 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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226 - 250 of 376 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By Said B

鈥�

Apr 1, 2024

me gust贸 el contenido

By Oles M

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Oct 14, 2019

Fast and constructive

By YERRAMOTHU G S

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Apr 4, 2020

Trainer is FINOMINAL

By wonseok k

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Oct 9, 2022

very good course!

By Maur铆cio C B

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Jun 4, 2020

Objetivo e Simples

By Esteban E

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Jan 30, 2020

Really good course

By Diego G O

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Sep 3, 2021

Excellent course!

By Vaibhav Y T

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Nov 15, 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 11, 2020

Excellent course!

By Nadeem K

鈥�

Oct 12, 2023

very interesting

By Nguy峄卬 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 11, 2020

Sehr interssant!

By kanishk a

鈥�

Feb 3, 2020

Very nice course

By PARITOSH P

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Jan 5, 2020

Very good course

By Mehrzad S

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Sep 17, 2024

Awesome course.

By MD. S I

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Aug 23, 2020

A great course.

By RuoxinLi

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Nov 10, 2019

exellent course

By Edson J M

鈥�

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 30, 2021

Great classes

By Pedro G D

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Aug 7, 2021

Its fantastic