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Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, deeplearning.ai

4.7
126 個評分
27 個審閱

課程信息

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 Specialization 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. The full deeplearning.ai TensorFlow Specialization will be available later this year, but you can get started with Course 1, Introduction to Tensorflow for AI, ML and DL, available now on Coursera....

熱門審閱

創建者 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?

創建者 CG

Mar 09, 2019

without a doubt, Laurence's teaching is much better than reading the documentation! The course is a great starting point!

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32 個審閱

創建者 Abdoulaye Diallo

Mar 18, 2019

Good introduction

創建者 Ben Barnard

Mar 17, 2019

This felt like a glorified tutorial for TensorFlow/Keras. I expected more in-depth treatment of the material. E.g. covering more ground (regularization wasn't mentioned at all), or going into more depth on the machine learning theory (why are we using this activation function, this loss, or this optimiser) or practical tips (e.g. discussions of network design) or the tools we are using (e.g. what exactly is TensorFlow, what is Keras, how do they relate to each other, how do they work under the hood).

I also raised some issues and PRs on the github repo for the worksheets to correct problems in some of the worksheets, but these were not responded to by the time I had finished the course over a week later, despite the low volume of issues and PRs on that repo.

I paid for the course upon getting to the first quiz so that I could have my answers graded, but I don't feel that I got my money's worth.

創建者 Luis

Mar 17, 2019

it's really an introduction

創建者 Alexander Berger

Mar 17, 2019

I liked the course as it is practice oriented, but 4 weeks is too long for it. 2 weeks would be more than enought.

創建者 polisetty sumanth

Mar 16, 2019

Very Informative. Good for Beginners to Tensorflow

創建者 pavan bharatsingh gahalot

Mar 15, 2019

Thanks to Laurence and Andrew for the sharing there knowledge which have all the foundation requires to get the AI understanding using Tensorflow , keras. Simply awosome .

This is really a refresher for those who already are into datascience field, even for the aspiring students too.

創建者 Muhammad Shamim

Mar 15, 2019

Great, simple and effective

創建者 Kristina Prokopetc

Mar 14, 2019

I was expecting a more elaborate content and graded programming exercises for those who pay for the course. Instead the major part of the content is based on the FREE tutorials available on TensorFlow website. Besides, the course is split to 4 weeks but the complexity of the content does not fit to the announced period. It can be easily completed within few days or less by any avearage CV researcher. It is populated with a bunch of very short videos with 'surface scratching' explanations. A targeted learner seems to be an undegrad. Also, some important concepts of TensorFlow were not explained (ex: what is tensor? etc.) Overall, I am disappointed and consider this a waste of money. eventhough, it can be useful as an audit for those who need some structure in self-education as it provides the sequence of tasks and some quizes as many other courses by Coursera.

創建者 Rahul Poddar

Mar 14, 2019

Excellent course and I would strongly recommend this course

創建者 Seshadri R

Mar 14, 2019

It is a good introductory course on Tensor flow