Chevron Left
返回到 Introduction to Deep Learning & Neural Networks with Keras

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

4.7
星
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：

251 - Introduction to Deep Learning & Neural Networks with Keras 的 275 个评论（共 381 个）

创建者 Aryan B

•

Apr 28, 2025

very detailed

创建者 Gabriela A N

•

Aug 29, 2021

Great classes

创建者 Pedro G D

•

Aug 6, 2021

Its fantastic

创建者 Mitchell H

•

Jun 27, 2020

Great Course!

创建者 Branly L

•

May 14, 2020

Very nice..!!

创建者 Sabeur M

•

May 12, 2023

Great Course

创建者 Abdullaev S

•

Mar 29, 2021

Very helpful

创建者 Sunny D

•

Mar 25, 2020

Really nice!

创建者 NRUPESH P

•

Oct 9, 2025

Good course

创建者 Ghulam M

•

Jun 10, 2025

good course

创建者 Jorge H

•

May 4, 2023

Interesting

创建者 Sima Q

•

Jul 29, 2021

Very Good!

创建者 Muhammad J B

•

Jul 27, 2021

Just great!

创建者 THOMONT B

•

Jan 10, 2021

Nice course

创建者 Aditya M P

•

Dec 2, 2020

Good Course

创建者 Victor M C

•

Jul 25, 2024

buen curso

创建者 SUJAY K B

•

Aug 7, 2025

very good

创建者 Remigiusz M U

•

May 7, 2025

all right

创建者 Lateefat O B

•

Apr 7, 2024

wonderful

创建者 Abul B

•

Mar 10, 2022

Excellent

创建者 Sambit S

•

Sep 1, 2021

very good

创建者 Dr C S Y

•

Aug 22, 2021

Excellent

创建者 Souvik M

•

Apr 20, 2020

Excellent

创建者 Saman S

•

Sep 25, 2019

wonderful

创建者 Mohamed

•

Feb 11, 2025

its good