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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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1,991 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：

176 - Introduction to Deep Learning & Neural Networks with Keras 的 200 个评论（共 382 个）

创建者 Andrew V

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Sep 18, 2024

Nice course. Good introduction of neural Networks.

创建者 Dohyoung C

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Jan 29, 2020

Great Course on how to use Keras for Deep Learning

创建者 林靖翰

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Jul 29, 2021

The teaching of this course is clear and complete

创建者 Mohamed L

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Feb 2, 2025

The course gave me a good intro to deep learning

创建者 somayeh s

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Mar 25, 2022

for me as a beginner it was wonderful. thank you

创建者 Saurav K

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Jul 12, 2020

This course highly recommended to an ai beginer.

创建者 Asser H

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Jun 21, 2023

A very informative course. Thank you very much.

创建者 Abdalla A

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Sep 11, 2025

Great introductory course thank you very much.

创建者 Arpan G

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Feb 19, 2022

Excellent Course... Lot of resources to learn

创建者 Andrey Z

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Mar 31, 2020

Good course, rather simple and comprehensive.

创建者 Hazoor A

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Feb 25, 2025

Thank HEC and Coursera for this opportunity.

创建者 Anastasios K

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May 17, 2021

Great introductory course for deep learning!

创建者 Oleg R

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Jan 24, 2025

Very clear and well structured introduction

创建者 Waseem A

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Oct 17, 2024

Nice course to get an overview of DL and NN

创建者 Adeer K

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Mar 1, 2023

Got to learn exciting stuff in this course.

创建者 Tejas K

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Feb 14, 2023

wonderful course, nice content enjoyed it.

创建者 Muhammad Y

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Jun 6, 2022

Most recommended course for AI Praticals.

创建者 Daniele M

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Dec 13, 2021

Wow! Neural networks easy to understand.

创建者 Ramesh K S

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Aug 9, 2020

Very good course content for the learners

创建者 Prateek C

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Jun 9, 2020

Great source to begin with Deep Learning.

创建者 Pedro D

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Jun 5, 2020

Very good introduction to neural networks

创建者 Nidhi S

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Dec 27, 2019

Excellent course coverage for beginners..

创建者 신상문 신

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Apr 11, 2021

Good lecture with actual coding projects

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