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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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1,986 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：

326 - Introduction to Deep Learning & Neural Networks with Keras 的 350 个评论（共 382 个）

创建者 David K

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Jun 15, 2025

Good demonstrated course but not taken into much deep. Not much said about transformers etc.

创建者 Anzu P

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Jan 8, 2025

Buona la parte teorica, ma scarsa gradualità dei laboratori si passa da 0 a 1000

创建者 Mu M

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Jul 9, 2025

why do you ask for verifying my id at the end of the course? That's not fair.

创建者 Emanuel N

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Feb 2, 2021

Muy basico, pero contenido estuve bien, los temas fueron bien explicados

创建者 Jay P

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Oct 5, 2019

Excellent course that is very well done. Final project was super hard.

创建者 mallesh v s

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Oct 7, 2019

Very Good Course to begin, explanations are clear on most of topics

创建者 Denis C

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Apr 19, 2025

Some videos are too quick for a safe understanding and memorizing

创建者 Nehal B

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May 3, 2022

It provides good basic understing of deep learning using Keras!

创建者 Vishwanathan C

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Apr 13, 2020

Very nice and concise introduction to Keras and Deep Learning.

创建者 Vijander S

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Apr 5, 2020

some interdisciplinary data set examples should be included

创建者 Sarah T

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Sep 27, 2020

A course which gives basic understanding of concepts.

创建者 Jagadeesh K

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Apr 26, 2020

excellent course and but need some advanced content

创建者 Jose D R M

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May 19, 2024

Interesante curso aunque quizás demasiado básico.

创建者 TJ G

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Jan 11, 2020

Great starter. Could do with more practice labs.

创建者 Udaykumar A

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May 9, 2021

Good course which provides practical exposure

创建者 Vincent H

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Mar 5, 2021

Not too bad a course and the pace was right.

创建者 Medet M

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Jul 30, 2020

Seems very easy course. Good for beginners.

创建者 Peter N P B

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Feb 7, 2020

a bit easy but well put together material

创建者 UNMILON P

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Jun 6, 2020

Basic course but best to start for Keras

创建者 Syed T A S

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Feb 26, 2024

Great course to kick off as ML Engineer

创建者 Abdelrahman m

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Apr 5, 2025

it was a cool intro deep learning

创建者 Cristina A G

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Feb 20, 2020

Clear, easy to follow

创建者 Sarath C G K

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Apr 22, 2020

Good Assignments,

创建者 Arriouach M

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May 11, 2024

Great experience

创建者 Rishav R 2

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Apr 3, 2025

great course