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學生對 deeplearning.ai 提供的 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning 的評價和反饋

4.7
12,731 個評分
2,699 條評論

課程概述

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This course is part of the upcoming Machine Learning in Tensorflow Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new deeplearning.ai TensorFlow Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....

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AS

Mar 09, 2019

Good intro course, but google colab assignments need to be improved. And submitting a jupyter notebook was much more easier, why would I want to login to my google account to be a part of this course?

RD

Aug 14, 2019

Great course to get started with building Convolutional Neural Networks in Keras for building Image Classifiers. This is probably the best way to get beginners into Deep Learning for Computer Vision.

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2176 - Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning 的 2200 個評論(共 2,694 個)

創建者 Yueqi W

Aug 11, 2019

May be provide resources to learn some senior grammar knowledge for python, because basic knowledge for python does guarantee we could understand the code perfectly, but simply remember its form in case of a particular complex line of code.

創建者 Muhammad H

May 01, 2020

I had a background of Andrew Ng's Machine Learning Course so i did not really have any difficulties with it. However, a bit more detail on conv nets' theory will make this course much better. Still, I loved this. Thank you deeplearning.ai!

創建者 Stephen B

Apr 11, 2019

Good course, somewhat easy, but I anticipate a lot more new and interesting and useful stuff in the remaining sessions yet to be offered. It would be good to point out what is now Tensorflow 2.0. I anxiously await the new material. Thanks!

創建者 Rami K

May 29, 2019

Great course, excellent contents. I would have loved more smooth intro about the generator as I found we suddenly went to talking about this generator without prior introduction. To be honest, I still cant see the value of this generator!

創建者 Davide C

Jul 12, 2020

Good introduction to TensorFlow, but that is all there is.

Don't expect to gain any understanding in how neural networks are and work from here. It is only about learning the TF API.

I think the title is a little misleading in that sense.

創建者 Lucrezia

Mar 26, 2020

Very conceptual course, with few exercises to help you learning how to build a basic convoluted neural network to a dataset of images. I enjoyed it, also because it provides many sources to use if you want to dive deeper on your own.

創建者 Wenjing L

May 03, 2019

I learnt PyTorch prior to TensorFlow. Still found this course is very helpful. Thanks to the instructors. The only thing is, I wish all the reading links could be listed down on one page, and all the notebook links arranged together.

創建者 Mohamed S R I

Sep 22, 2019

Laurence is an expert in this field. The material covered in this course is relatively basic, but I think it is a good introductory course for TensorFlow. I was expecting more / elaborate material for the graded assignments, though.

創建者 Mohammed F

Apr 26, 2019

I took this course for the more low-level API in TensorFlow since I already had experience with Keras. But it was still a fun course to watch and an excellent start for people who are just beginning their journey in Deep Learning.

創建者 雾雨千秋

Aug 26, 2019

The week four programming exercise needs some improvements. I can not unzip the data, so I had to download this exercise and finished it in local environment. Finally, I hope some videos can have Chinese subtitle in the future.

創建者 杨亲

Oct 12, 2020

This one is basically an intro on how to use tensor flow apis to build neural networks. it is very useful to learn how to use these APIs and some Python code. I'm looking forward to learn more about CNNs in the next course.

創建者 Brian ( B

Oct 16, 2019

very practical courses with examples. May address some knowledge on NN architecture design, such as why place an additional flatten layer before the final layer. Some cases, we didn't need such layer and the reason why?

創建者 Tristan M

Aug 20, 2020

The assignments in the course felt very shallow and did not go beyond the examples described in the lecture videos. Despite this, the lecture videos break down ML & DL using Tensorflow in an understandable manner.

創建者 Prashant

Aug 26, 2020

Laurence Moroney is an awesome teacher, can't believe I learned this such in just 1 single course and now I can classify a sad or a happy face and other cool stuff like classifying humans and horse .Great Course

創建者 MADDALA N

May 06, 2020

This course gives you a great knowledge of TensorFlow. It is better if they've also included the basics of ML in the course like Linear Regression, Logistic Regression and supervised and unsupervised learnings.

創建者 Karthik P

Jun 20, 2019

The course gives a good insight in various aspects of computer vision, using tensorflow. It is also a great platform to exercise tensorflow 'online' using Google Colab- an interesting interactive documentation.

創建者 Soha S

Jul 21, 2019

Great information delivered in easy to understand lectures with smooth transitions. Having assignments required to pass the course would provide more motivation to spend more time on the hands-on exercises.

創建者 HAMID S

Jun 16, 2019

I did get excited about Data generator option , just give the directory of images and it will label automatically for us ! cool .Working on complicated data was also cool looking forward to next challenge !

創建者 Aurangazeeb A K

Jan 26, 2020

A wonderful course for those interested in TensorFlow. Although I don't fully agree this is completely meant for beginners, you ought to have some basic python skill set. But, overall a wonderful course.

創建者 Taku O

Oct 07, 2019

Videos are fantastic, especially when visually illustrates max pooling and convolutions. course works are somewhat seemed like fill the blank type of assignment and does not require deep understandings.

創建者 Jaidev

Apr 28, 2019

Very well organized. Good speakers. Content is comprehensive for a Introductory Course. A little more explanation on Validation versus Testing and on some of the evaluation functions would be helpful.

創建者 NIKHIL G I

Oct 19, 2020

Great course to get started with building Convolutional Neural Networks in Keras for building Image Classifiers. This is probably the best way to get beginners into Deep Learning for Computer Vision.

創建者 Ulaş M

Aug 21, 2019

First of all, thank you coursera for this such a great learning experience, autograder was a bit problematic, but if you want to learn basics of tensorflow i think this course is great way to start.

創建者 Karan P

Jun 23, 2019

An excellent introduction to Neural Networks! At times, the exercises were quite easy. If the instructor could give more external links to datasets, it would allow students to try it themselves.

創建者 Antoni-Joan S L

Sep 14, 2020

Una muy buena introducción con bastantes ejemplos y notebooks para experimentar por tu cuenta. He echado en falta tal vez algo mas de dificultad, de profundidad, pero para empezar es perfecto!