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学生对 IBM 提供的 Introduction to Deep Learning & Neural Networks with Keras 的评价和反馈

4.7
1,986 个评分

课程概述

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....

热门审阅

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.

筛选依据:

126 - Introduction to Deep Learning & Neural Networks with Keras 的 150 个评论(共 381 个)

创建者 Jasper v H

Aug 26, 2020

Perfect high-level overview of neural networks and it shows how easy Keras is to use!

创建者 RAFAEL M G

Jun 7, 2025

I enjoyed the course! Very instructive of the core of working with neural networks.

创建者 DORA M B

Feb 5, 2020

It is a good course that provides a general background of Deep Learning with Keras.

创建者 federico b c

Sep 10, 2020

Great explanation how neuronal networks works. Ideal for beginners in this field

创建者 Sascha B

Jul 28, 2020

Very well structured course that provided a good overview of the covered topics.

创建者 reham m

May 28, 2022

excellent but need more practical examples with solve and more details in keras

创建者 Karim F U

May 10, 2020

Excellent content quality, learned a lot.

Could use better transcripts for notes

创建者 NITESH P

Jun 28, 2021

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

创建者 Tarmizi I

May 14, 2020

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

创建者 KAMAL R S

Jan 8, 2022

Excellent course for starting with Convolutional neural network with keras.

创建者 george s

Sep 2, 2021

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

创建者 NANCY N V R

Mar 15, 2024

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

创建者 Johanna P

Jul 11, 2025

Muy claro, detallado y sobre todo dinamico y excelente, muchas gracias.

创建者 Ricardo G

May 29, 2024

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

创建者 Juan G

Aug 12, 2020

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

创建者 N R

Aug 18, 2021

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

创建者 Prannov J

Jul 16, 2021

This course is a good introduction to understand deep learning models

创建者 邱尧

May 9, 2021

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

创建者 Gowtham J

May 13, 2025

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

创建者 Zulqarnain B A

Feb 16, 2025

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

创建者 Habtamu W

Dec 5, 2022

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

创建者 BAIK K H

Mar 1, 2021

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

创建者 Daniel J B O

May 26, 2020

A nice introduction to Keras and artificial neural networks overall

创建者 Ankan G D

Apr 29, 2020

Wonderfully explained the topics, undoubtedly a great introduction!

创建者 Alpay S D

Apr 16, 2020

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