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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

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：

226 - Introduction to Deep Learning & Neural Networks with Keras 的 250 个评论（共 382 个）

创建者 Prodipta G

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May 1, 2020

Excellent for beginners

创建者 Alok M

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Jul 10, 2020

very good way to learn

创建者 Arash Y

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Feb 24, 2025

NICE COURSE tHANK YOU

创建者 Said B

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Mar 31, 2024

me gustó el contenido

创建者 Oles M

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Oct 14, 2019

Fast and constructive

创建者 YERRAMOTHU G S

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Apr 3, 2020

Trainer is FINOMINAL

创建者 wonseok k

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Oct 8, 2022

very good course!

创建者 Maurício C B

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Jun 4, 2020

Objetivo e Simples

创建者 Esteban E

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Jan 29, 2020

Really good course

创建者 Diego G O

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Sep 3, 2021

Excellent course!

创建者 Vaibhav Y T

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Nov 14, 2020

Excellent Course!

创建者 Vivian L

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Jun 8, 2020

Amazing sessions!

创建者 Jhonny J C R

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Apr 10, 2020

Excellent course!

创建者 Nadeem K

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Oct 11, 2023

very interesting

创建者 Nguyễn T C

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Sep 16, 2023

Amazing good job

创建者 Luu C T

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Feb 26, 2023

Very good course

创建者 Marcin W

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Nov 13, 2022

Well structured.

创建者 Carlos A P M

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May 10, 2020

Sehr interssant!

创建者 kanishk a

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Feb 2, 2020

Very nice course

创建者 PARITOSH P

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Jan 4, 2020

Very good course

创建者 Mehrzad S

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Sep 16, 2024

Awesome course.

创建者 MD. S I

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Aug 22, 2020

A great course.

创建者 RuoxinLi

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Nov 9, 2019

exellent course

创建者 Edson J M

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Aug 17, 2020

perfect course

创建者 Julien V

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Jun 2, 2020

Great course !