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学生对 IBM 提供的 Introduction to Deep Learning & Neural Networks with Keras 的评价和反馈

4.7
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:

351 - Introduction to Deep Learning & Neural Networks with Keras 的 375 个评论(共 382 个)

创建者 Surya V

Jun 28, 2023

very Good

创建者 ANAND M

May 7, 2022

Excellent

创建者 Suman k s

May 13, 2020

Fantastic

创建者 MOHAMMED N M A S Y B

Jul 9, 2025

Good

创建者 Mehnas F N B A R & I 2

Jun 29, 2025

cvfd

创建者 Bilal S

Jun 13, 2025

good

创建者 Nabeel S

May 23, 2025

good

创建者 Saraniya G

May 5, 2025

good

创建者 Nithyasree M S 2

Mar 8, 2025

good

创建者 SUSEENDRAN s

Jan 3, 2022

good

创建者 rebwar k

Aug 16, 2021

good

创建者 Jane W

Nov 19, 2024

The course content was okay, although not as engaging or thorough as some other courses I have taken. I was really not impressed with the peer-grading for the assignment, though. There is no guarantee that a peer reviewer will have the expertise or will put in the effort to properly grade the assignment. I submitted an assignment with content for all sections and received a grade of 50% because that reviewer said I hadn't submitted content for two sections. I then submitted the exact same assignment, absolutely no changes, and received a grade of 100%. So the assignment grades are meaningless. I much prefer the automated grading for the course I did through DeepLearning.AI.

创建者 Michael G

Apr 29, 2025

This course is supposed to have 5 modules, but I received my diploma after having achieved the first 4 modules. How come ? The video on pre-trained models alluded to much which was not explained. I believe this topic would have deserved a programming assignment.

创建者 Tony D

Jul 29, 2020

Very light. The current material requires much less time to finish than annoucned at the beginning of the course. The teacher could have hence taken some time to go more into details, even though it's an introduction course

创建者 Rubel M

Feb 12, 2022

The course should have discuss either deeplearning or keras library more deeply. As it is not discussed, at least other resources or courses should be mentioned for interesting strudent who is prone to advanced learning.

创建者 Rogier W

Dec 14, 2020

Course is too easy... And some guy copied my work for the final assignment after he reviewed it. IMO it should not be possible to review someone else's work, when you haven't passed the course yourself yet.

创建者 Adaora O

Jun 25, 2025

I feel the hands on lab should be taught and be apart of the videos in the course, I personally haven't been doing it because its all reading and not being explained, but overall the course is Good

创建者 Pietro D

Jan 3, 2020

The course was very elementary and brief but well organized. Week 4 (supervised and unsupervised models) is definitely too short to grasp the ideas behind the different designs.

创建者 Somak C

Jun 24, 2020

The topic explanations are pretty rushed for beginners. The assignment has been unnecessarily added with lots of iterations that created issues with debugging and testing.

创建者 Dominik S

Nov 24, 2023

Extremely simplified course of ANNs, tells you how to create a simple ANN, but you are not going to learn almost anything about how it's components work together.

创建者 Jorge C

Apr 20, 2020

Good introductory course, just scratches the surface. What I did not like is that the instructor just reads the content for you. Could be improved.

创建者 Simone P

Oct 3, 2019

It seems more a review of concepts that you need to have already have studied on other courses/books than a real introduction.

创建者 Cris G

Oct 12, 2025

It's okay. Feels like an audio AI course. No personality, which detracts from learning.

创建者 Suresh C

Nov 5, 2019

These course is just for Introduction in Neural Network and Keras

创建者 ajay s

Mar 11, 2024

Trainer was not so good