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Learner Reviews & Feedback for Data Pipelines with TensorFlow Data Services by DeepLearning.AI

4.4
stars
514 ratings

About the Course

Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. In this third course, you will: - Perform streamlined ETL tasks using TensorFlow Data Services - Load different datasets and custom feature vectors using TensorFlow Hub and TensorFlow Data Services APIs - Create and use pre-built pipelines for generating highly reproducible I/O pipelines for any dataset - Optimize data pipelines that become a bottleneck in the training process - Publish your own datasets to the TensorFlow Hub library and share standardized data with researchers and developers around the world This Specialization builds upon our TensorFlow in Practice Specialization. If you are new to TensorFlow, we recommend that you take the TensorFlow in Practice Specialization first. To develop a deeper, foundational understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....

Top reviews

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Just what i needed. Would have gotten 5 starts, if they fix the last lab.

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Excellent course both for Data Scientists and Machine Learning Engineers!

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101 - 106 of 106 Reviews for Data Pipelines with TensorFlow Data Services

By Fabrice L

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Mar 20, 2020

That makes me sad to give such a bad rating, because I'm a big fan of Andrew Ng and DeepLearning.ai courses, but this one is really not at standart.

The lectures are confusing, we don't understand what's the goal of all that until week3.

The assignments can be a pain to pass, not because your code is wrong, but because you added a newline or modify a bit the cell.

And overall the topic is not very interesting, in an industry setting not useful.

By Peer B

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Oct 19, 2020

Normally the deeplearning.ai courses are really well done. This course unfortunately was an exception. The material was presented nicely, but the fourth week's programing exercise was a disaster. There was no way to complete it unless you reviewed several of the discussion forums to learn how to resolve the inherent bugs in the code and how to use the hidden week 5 notebook.

By Daniel V H

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Sep 14, 2020

homework assignments are not in the correct locations and assignments require significant digging to be able to submit and receive the appropriate grade. Please fix the issues so new students do not waste significant time. Moderators reading the discussion forums frequently would help.

By Lim H H

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Oct 3, 2020

The 4th week is terrible. The assignment was confusing and the lecture didn't prepare me to do it at all.

By Mohannad B

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Jul 1, 2020

It is a great course untell you watch the last week. Videos are very short and there is no easy way to debug the assignment. Wich was better.

By Andy C

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Aug 27, 2020

the week 4 exercise is so frustrating