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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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176 - 200 of 375 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By somayeh s

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Mar 25, 2022

for me as a beginner it was wonderful. thank you

By Saurav K

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Jul 12, 2020

This course highly recommended to an ai beginer.

By Asser H

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Jun 21, 2023

A very informative course. Thank you very much.

By Arpan G

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Feb 19, 2022

Excellent Course... Lot of resources to learn

By Andrey Z

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Apr 1, 2020

Good course, rather simple and comprehensive.

By Camilo A D E

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Sep 8, 2025

Excelentes temas para el nivel introductorio

By Hazoor A

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Feb 25, 2025

Thank HEC and Coursera for this opportunity.

By Anastasios K

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May 17, 2021

Great introductory course for deep learning!

By Oleg R

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Jan 24, 2025

Very clear and well structured introduction

By Waseem A

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Oct 17, 2024

Nice course to get an overview of DL and NN

By Adeer K

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Mar 2, 2023

Got to learn exciting stuff in this course.

By Tejas K

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Feb 14, 2023

wonderful course, nice content enjoyed it.

By Muhammad Y

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Jun 6, 2022

Most recommended course for AI Praticals.

By Daniele M

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Dec 13, 2021

Wow! Neural networks easy to understand.

By Ramesh K S

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Aug 9, 2020

Very good course content for the learners

By Prateek C

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Jun 9, 2020

Great source to begin with Deep Learning.

By Pedro D

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Jun 5, 2020

Very good introduction to neural networks

By Nidhi S

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Dec 27, 2019

Excellent course coverage for beginners..

By 신상문 신

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Apr 11, 2021

Good lecture with actual coding projects

By Sapna T

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Jul 1, 2020

Excellent instructor and course design .

By Kabila H

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Apr 11, 2020

Loved it. To the point and easy to learn

By Husam A

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Oct 8, 2023

So good, quick, and right to the point.

By Bo T

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Apr 2, 2020

Best course taken on Coursera thus far.

By Svitlana B

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Aug 1, 2024

Very interesting and thorough material

By Bharat P

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Apr 13, 2022

very Nice videos and details are given