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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

SS

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.

MP

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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126 - 150 of 358 Reviews for Introduction to Deep Learning & Neural Networks with Keras

By Karim F U

May 10, 2020

Excellent content quality, learned a lot.

Could use better transcripts for notes

By NITESH P

Jun 28, 2021

Excellent course for learning Deep learning and Neural networks with keras.

By Tarmizi I

May 14, 2020

A great introductory course for applying Deep Learning algorithm using Keras.

By KAMAL R S

Jan 8, 2022

Excellent course for starting with Convolutional neural network with keras.

By george s

Sep 2, 2021

Perfect to know fundamentals of Deep Learning with Keras! Full recommended.

By NANCY N V R

Mar 15, 2024

Buen material, y la tarea final me ayudó a comprender mejor lo aprendido

By Ricardo G

May 29, 2024

A relly great course to learn about neural networks with keras Library!

By Juan G

Aug 12, 2020

Very nice, smoth explanations and most importantly a hands-on approach

By N R

Aug 18, 2021

Assignment was great to dig deeper in the knowledge and self testing

By Prannov J

Jul 17, 2021

This course is a good introduction to understand deep learning models

By 邱尧

May 9, 2021

It would be better if more codes can be discussed during the lecture.

By Gowtham J

May 13, 2025

Amazing, very detailed, technical. Labs are fantastic to learn from.

By Zulqarnain B A

Feb 16, 2025

This course is great for beginners easy to use and greatly explained

By Habtamu W

Dec 5, 2022

I have gained valuable knowledge on building a deep neural networks.

By BAIK K H

Mar 1, 2021

good lecture, which can help to get fundamentals for deep learning.

By Daniel J B O

May 26, 2020

A nice introduction to Keras and artificial neural networks overall

By Ankan G D

Apr 29, 2020

Wonderfully explained the topics, undoubtedly a great introduction!

By Alpay S D

Apr 16, 2020

Could be more detailed but still it was a good introductory course.

By Maximilian P

May 2, 2020

Awesome course! Very informative with useful exercises and project

By Jeremy P

Dec 24, 2024

Excellent Instructor and concepts were broken down very clearly.

By Abdullah K

Aug 10, 2022

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

By Brice S

Jan 21, 2021

Excellent course some how challenging exam, a great introduction

By Ziyuan W

Sep 30, 2021

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

By Aniket A

Nov 4, 2020

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

By Ayushman S

May 25, 2020

Beginner Friendly , but important advanced concepts are missing