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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
15,930 個評分
3,333 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
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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26 - Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning 的 50 個評論(共 3,347 個)

創建者 Rana T J

2019年5月14日

The assignments need to be polished. They were very lackluster and non-rewarding.

創建者 Jonathan Z

2020年4月28日

This course is generally one of high production values and the lecturer is of course excellent. Having taken Andrew Ng's original machine-learning course, it was as ever encouraging to see him make some short guest appearances.

The material and exercises are of a high standard apart from the usual typos etc. However, one particular problem was that some/all of the exercises appeared to be assessed via their print statements rather than by server-side via unit tests. This is frustrating and puts one in danger of seeing other people's code when attempting to search online for an unexpected/trial-and-error fix. Also, the timings are not quite right - some reading material comprises a few lines but apparently should take 10 minutes etc.

My main reason for undertaking the course was as a more practical prerequisite for the TensorFlow: Data and Deployment course offered by deeplearning.ai, my intention being to circle back round for the Deep Learning specialization afterwards.

Unfortunately, in spite of the positives above, the course really falls short in terms of value for money: for £45 one only learns of order 100 lines of code. This is positioned as TensorFlow having a nice, high-level API, but in practice the course is disappointingly straightforward for anyone who must have already demonstrated strong python skills and/or who are developers. There is no theory but the course certainly does not give practical "mastery" of TensorFlow.

Perhaps it was naive to expect better value, but it is hard to assess the course level purely from the syllabus. One can "audit" a course for free and I would recommend people do this in future - I certainly will be.

Overall I am quite disappointed. I look forward to the other courses in the Specialization which I am now undertaking purely in order to obtain better value for money.

創建者 Moritz R

2021年1月19日

It was a waste of time. The most part is old with tensorflow 1.14 and the code in the course didnt fit with the coursera Lab environment. Also I wanted to do the Tensorflow Engineer Course and thought I doing this in my test time and get a certificate for this...but it brings me to this page and I just get the introduction. It told me I get the full Course material...

創建者 Iacopo C

2020年8月9日

This course does an impressive job in filling the gap between theory and practice. It's part of a specialization and as such you cannot expect it to cover every single detail from the very beginning, and it's not supposed to go too deep into what Tensorflow can do.

It does an excellent job in introducing little by little the tools necessary to build neural networks, explaining the details of every line of code used and giving you everything you need to create a functioning, simple prototype.

It can't be stressed enough that this is an intermediate course and it obviously requires knowledge on the topic as well as programming in general, but it's not advanced. It's not supposed to explain the theory behind Deep Learning. It goes even as far as adding links to various free resources such as the youtube videos from Andrew Ng's Machine Learning and Deep Learning videos to help the user understand the theory behind some concepts.

創建者 Laimonas S

2020年1月3日

This course jumps right in and in a clear way presents a few real world like problems and solutions for them using neural networks. I am not sure how I would have felt if I had no prior ML experience taking this, it's missing a lot of basics. But perhaps that's the positive, as you get to do coding and see things in action which hopefully should energize you to dig in a bit more into things like optimizers, gradient descent, neurons, weights, training, etc. Anyway, 5 stars due to good practice examples.

創建者 Carsten W

2020年8月8日

I completed the 5 course Deep Learning Specialization before and was a bit unsure, if this course would still be worth it - it absolutely was. It helped me augment the theory and limited practical experience I had so far with some fun, straight to the point hints, recaps and exercises. I particularly appreciated playing with the visualization of what goes on as an image gets transformed on its way through a convnet. That was super useful to deepen the intuition.

創建者 Jousef M

2019年3月9日

1 week into the course so far and I really, really enjoy this course. Been following Laurence for quite a long time now and more than happy to see two of the coolest guys in AI doing such an amazing work. Although I have exams I am not missing a day watching at least 1-2 videos of them :) 100% recommended!

創建者 disheng L

2019年12月29日

it is a very excellent course introducing some basic knowledge about TensorFlow , teaching students how to use TensorFlow to deal with some AI programs. This course provides students with access to try their effort to use TensorFlow, and obtain more understanding about this power python library.

創建者 Maciej Z

2020年7月1日

This is extremely gentle intro to TensorFlow. Additionally the course provides a lot of literature including free version of Deep Learning Specialization & Machine Learning course on YT. You can easily finish it in one week, it is not time consuming at all.

創建者 Juan S A C

2020年12月31日

I just can say that it was an awesome course. The instructors as well as the contents were clear, easy to understand and everything with a focus on how to take the theory and apply it with TensorFlow.

創建者 Kristian J

2020年9月2日

I would say that I have dabbled in Python and ML before taking this course. I even finished the IBM Data Science Professional Certification. I was very much able to grasp what was being taught here.

創建者 oguntoye k

2020年8月6日

My first course on TEnsor and i have nothing to say but this course is a must for everyone who wants to know more about Tensor. It establishes a strong background one could lay advanced knowledge on

創建者 Mahsa G

2020年3月27日

this course was helpful for me to learn more about CNN. it starts from basic concepts and improve that slowly and step by step. i truthfully recommend how what to start working with neural networks.

創建者 Sebastian R G

2019年6月12日

Es un excelente curso para todo aquel que este interesado en las ciencias de datos y la inteligencia artificial ya que Tensorflow y Keras son herrameintas que acortan mucho el camino de desarrollo.

創建者 Sidhartha R

2019年7月29日

It was great course to start hands-on in TensorFlow and convolution neural networks. I especially liked how the convolution feature viewing tool was used to see what the networks are learning.

創建者 david l

2019年10月5日

Simply Amazing Laurence! Please keep me posted on more content!!!! this is the best person to learn from he just has a way that clicks for me I hope anyone else that is taking this course!!!!

創建者 Idan W

2020年1月9日

As an introductory course, it filled my expectations. Short, focused videos, along with detailed notebooks. Can't wait to head on to the next course

創建者 Muhammad I

2019年12月29日

The course is wonderful. I happened to learn a lot. Anyone with basic skills can move on with this course pretty much easily. Highly recommended.

創建者 Mohammed H K

2020年1月2日

The combination of theory & practical assignments helps us in learning concepts as a beginner, and have a good learning graph.

創建者 林政儀

2019年12月30日

Very useful for Beginner !

Even I have learned Deep Learning few month before, I still learn some new skills.

Thanks a lot !

創建者 Sudhakar s

2020年1月6日

Best in class, now I could get finally understand the basics CNN and prepared to apply DNN in realtime with confidence.

創建者 Naveen S

2020年1月5日

The course was very helpful in providing a essential understanding ML using tensorflow through practical steps.

創建者 Van D D

2021年8月9日

Good course and good instructors. After this course , I can write my own model to categorize a lot of things.

創建者 Choo W

2020年1月5日

it was a good intensive course for constructing a off-the-shelves computer vision classification model

創建者 Gamage O I

2020年1月5日

Good course to get started on machine learning with tensorflow.

Can complete the course within one day.