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返回到 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

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
17,448 個評分

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

2019年3月8日

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

2019年8月13日

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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3401 - Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning 的 3425 個評論(共 3,641 個)

創建者 Siddharth A

2021年9月23日

good course

創建者 Shekh T

2020年6月26日

Good course

創建者 Joish J B

2020年5月14日

Loved it...

創建者 Sajal J

2019年12月9日

good course

創建者 Yue D

2021年6月21日

very basic

創建者 Aniket D B

2020年9月29日

Very Easy.

創建者 Jose M A E

2019年8月7日

Very basic

創建者 HS

2022年1月21日

too basic

創建者 Austin E

2020年9月15日

Too Basic

創建者 sunpanwei

2020年3月24日

very good

創建者 TIAGO L

2020年7月23日

Awesome!

創建者 Abhishek A

2022年2月25日

Awsome!

創建者 Riya S

2020年9月11日

like it

創建者 MizzleNA

2021年7月18日

good

創建者 Rishub C

2021年3月1日

nice

創建者 Usman A

2020年12月12日

best

創建者 Harsha B

2020年11月22日

Good

創建者 MOURAD B

2020年9月9日

good

創建者 Yasam H

2020年8月22日

good

創建者 Marbin

2020年4月18日

Easy

創建者 Jefferson R

2019年9月26日

easy

創建者 Lei M

2019年6月12日

入门难度

創建者 Perry R

2020年4月30日

Great introductory course. The two instructors provided a nice introduction to the topics.

3 points of feedback, however. 1: The forums need to be monitored more by Coursera staff; there are many great questions (some basic) in the forums that are unfortunately never answered. 2: The grading app needs to be quality reviewed/reworked. I found myself having to consistently delete the last two unnecessary cells in the submitted notebook [something not very well documented]. Also, the error messages from a non-pass submittal are vague and not very informational. What's causing the syntax error in line xx? The syntax is perfectly fine. Code may be pefectly correct, yet fail the grader algorithm due to these quirks. 3: What is an "adam" optimizer and why am I using it? Even if it's complicated, a note about why it's out of scope and we need to use it here because of X would be very helpful for beginners.

Thank you!

創建者 John M

2020年5月20日

The programming assignment submission system needs work. The course content is decent but very unhappy with submission system. It is very challenging to submit. I spent more time on the first two assignments figuring out how to submit than I did on the assignment themselves. I had the correct work -but the submission system stinks. Also there are issues with differing versions of python/tensorflow; I got hung up by slight changes in tensor flow api -- key values 'accuracy' versus 'acc' were challenging to debug. Ultimately I found it easier to first develop the solution on my local computer -- I would get the code running correctly. Then I would copy/paste that into the colab notebook -- but here is where I ran in to trouble -- differing versions of tensorflow. But it wasn't only me -- in fact some of the class examples had the same exact issue with key values 'acc' versus 'accuracy'.

創建者 Michael A

2020年9月1日

The material is very good and comprehensive and the instructors are motivating and well-versed experts. However, for an INTRODUCTION to TensorFlow this course lacks complete introduction into TensorFlow. The very first exercise just dives into the code and does not explain with a single word how TensorFlow is structured, how the library is build, where to find important functions, what important imports are and so on and so one. You have to copy and paste the code 1:1 to get it running without understanding anything about the framework. This is a really poor approach for introducing such a powerful framework. I would have expected at least one introductory video about Tensorflow, its structure and components and what are the most important modules to work with, where you can find which function and so on (keras in tf.keras as high-level module, important functions in tf.nn to work with NN)