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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

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2,044 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

FN

Mar 27, 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 10, 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.

筛选依据：

201 - Introduction to Deep Learning & Neural Networks with Keras 的 225 个评论（共 391 个）

创建者 Sapna T

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Jul 1, 2020

Excellent instructor and course design .

创建者 Kabila H

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Apr 11, 2020

Loved it. To the point and easy to learn

创建者 Husam A

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Oct 8, 2023

So good, quick, and right to the point.

创建者 Bo T

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Apr 2, 2020

Best course taken on Coursera thus far.

创建者 Svitlana B

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Aug 1, 2024

Very interesting and thorough material

创建者 Bharat P

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Apr 13, 2022

very Nice videos and details are given

创建者 Thierry L

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Dec 7, 2021

Right to the pint ! very efficient !

创建者 Arrabothu S R

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Aug 23, 2023

Crist introduction to deep learning.

创建者 Rodrigo M M

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Aug 15, 2023

Focused material, no "extra" stuff

创建者 Steven W

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Jul 14, 2022

Good coverage of the Keras basics.

创建者 Priyvrat M

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Nov 19, 2025

I enjoy learning these concepts.

创建者 Edward

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Nov 3, 2024

It was hard, but I enjoyed it.

创建者 Alexander P

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Dec 2, 2019

Nice intro into deep learning!

创建者 Roman S

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Oct 10, 2022

Very, very well done course!

创建者 Nhật T B

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Jun 1, 2020

Very good course for beginner

创建者 Sumit J

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Mar 4, 2020

excellent course for beginner

创建者 Jochen G

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Jan 22, 2020

Nice starter to deep learning

创建者 Zein M

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Sep 17, 2023

Thanks a lot for this course

创建者 oyenola p

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Jun 17, 2022

Well this is a great course

创建者 Ahsaan G H

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Jul 12, 2020

Excellence Plat form to work

创建者 S M A J

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May 26, 2020

Great intro to deep learning

创建者 Farrukh N A

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Nov 17, 2019

Good Course on Deep Learning

创建者 Wei J ( T

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Feb 5, 2020

super useful and neat class

创建者 Bhaskar N S

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Apr 4, 2020

Simple and straightforward

创建者 Yulia N

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Aug 7, 2023

great introduction to NN!