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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
2,010 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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151 - 175 of 382 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By Maximilian P

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May 2, 2020

Awesome course! Very informative with useful exercises and project

By Jeremy P

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Dec 25, 2024

Excellent Instructor and concepts were broken down very clearly.

By Abdullah K

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Aug 10, 2022

Well Explained and The best part of this course is labs and quiz

By Brice S

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Jan 22, 2021

Excellent course some how challenging exam, a great introduction

By Ziyuan W

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Oct 1, 2021

Through the course I learn the basic rule of the neural network

By Aniket A

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Nov 4, 2020

This is a great short introductory course. I really enjoyed it.

By Ayushman S

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May 26, 2020

Beginner Friendly , but important advanced concepts are missing

By CHALLA K S N M S

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Aug 28, 2020

Awesome Course.Very nice introduction to course by instructor.

By William L H

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Mar 12, 2025

It was the perfect amount of lecture and labs. Learned a lot.

By Aymane E a

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Oct 16, 2024

I believe it is a great introductory class to get you on pace

By Oneil A

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Apr 26, 2020

Very good for beginners in deep learning. Easy to understand!

By Ruben S S V

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Aug 18, 2024

This course is 50/50 theory and practice. Excellent course !

By Alejandro B

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Dec 31, 2022

Great if you are not familiared with neural network concepts

By Lee Y Y

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Feb 9, 2020

It makes me know a brief knowledge of deep learning by keras

By Tony Y S

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Mar 29, 2025

This is excellent course with very well organized contents.

By Ahmet A S

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Apr 26, 2020

Great course for understanding the basics of deep learning

By Amore H H

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Jan 10, 2022

Very useful and clear. I learn a lot. Thank you so much!

By Utkarsh A

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Jan 19, 2022

Great course with deep content and intersting problems.

By Ashish B

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Apr 21, 2020

Well Explained.I would refer this course for beginners

By Nakul S

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Apr 11, 2020

Very well explained tutorials and challenging exercise

By Mike S

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Aug 1, 2025

Great course about Deep Learning and Neural Networks

By Shivam K

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Feb 3, 2022

Good course to know about neural networks with Keras

By Rorisang S

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Feb 9, 2020

Great course. I loved the presentation and material.

By Safin S

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Apr 1, 2023

this course increases my interest in deep learning.

By Babatunde K

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Apr 2, 2020

Well structure Deep learning fundamental with keras