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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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2,093 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：

351 - Introduction to Deep Learning & Neural Networks with Keras 的 375 个评论（共 402 个）

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 ANKIT K

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Feb 10, 2026

W COURSE MAN

创建者 Rishav R 2

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Apr 3, 2025

great course

创建者 Surya V

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Jun 28, 2023

very Good

创建者 ANAND M

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May 7, 2022

Excellent

创建者 Suman k s

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May 13, 2020

Fantastic

创建者 Mohammed N

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Jul 9, 2025

Good

创建者 Mehnas F N B A R & I 2

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Jun 29, 2025

cvfd

创建者 Bilal S

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Jun 13, 2025

good

创建者 Nabeel S

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May 23, 2025

good

创建者 Saraniya G

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May 5, 2025

good

创建者 Nithyasree M S 2

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Mar 8, 2025

good