KA
5.0Reviewed Aug 1, 2021
It is a good project to get an overview. Generally, it is a nice project, and simple to follow,
The instructor doesn't reply to the discussion section, the data couldn't be imported, the resources are outdated...
Tweet Emotion Recognition with TensorFlow
In this 2-hour long guided project, we are going to create a recurrent neural network and train it on a tweet emotion dataset to learn to recognize emotions in tweets. The dataset has thousands of tweets each classified in one of 6 emotions. This is a multi class classification problem in the natural language processing domain. We will be using TensorFlow as our machine learning framework. You will need prior programming experience in Python. This is a practical, hands on guided project for learners who already have theoretical understanding of Neural Networks, recurrent neural networks, and optimization algorithms like gradient descent but want to understand how to use the Tensorflow to start performing natural language processing tasks like text classification. You should also have some basic familiarity with TensorFlow. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Status: Natural Language Processing
Status: Deep Learning
IntermediateGuided Project2 hours
Featured reviews
TG
5.0Reviewed Jul 6, 2021
One of the best course for knowledge up gradation. The Speakers explain very well.
HY
5.0Reviewed May 25, 2025
Great content. Just that it is slightly outdated so 1 line of code doesn't work, i.e. 'predict_classes' one.
KR
4.0Reviewed May 29, 2022
This project will make it easier for you to understand how TensorFlow works.volume_upcontent_copyshare
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Sebastián Felipe Tamayo Proaño
1.0
Reviewed Apr 8, 2023Jorge García
3.0
Reviewed Feb 25, 2021The course is horrible, the font size of the work environment is very small (I increase the size but it becomes difficult to work)It does not allow you to download the resources you work on !!!!Possible with some ingenuity ...Do like me, finish before the week and get your money back.
I do not recommend taking this type of course, take one and pass it, however after a few days I have tried to review the material, and my surprise is that it asks me to pay again to be able to review the material. Of course coursera gives me a small discount for having already paid it previously. It is very easy to download the videos and difficult to get hold of the material, but with ingenuity it is possible. Then I recommend uploading them to YouTube and keeping them private for when they want to consult (they avoid legal problems and can share with friends), then they can request a refund.
Hanna Loch-Olszewska
3.0
Reviewed May 5, 2022I miss the explanation of the chosen network architecture (even a short comment), I expected more details on the modelling decisions (also when it comes to data preprocessing). Plus not all good coding practices are followed.
But in general, worth spending an hour.
Ghassan Hariz
2.0
Reviewed Jun 20, 2025The project is now OLD and the code does NOT run as explained by the teacher. Needs a lot of changes to import the dataset and to visualize the data at the end.
prakhar sharma
1.0
Reviewed Jul 13, 2024I could not load the dataset due to restrictions on the server to access external sites.
Johan Sandgren
1.0
Reviewed Nov 17, 2025Repos needed are broken or missing. Cannot use code
Harith Y
5.0
Reviewed May 26, 2025Great content. Just that it is slightly outdated so 1 line of code doesn't work, i.e. 'predict_classes' one.
KHALID HAMDAN ABDULGHANY ALRIFAI
5.0
Reviewed Aug 2, 2021It is a good project to get an overview. Generally, it is a nice project, and simple to follow,
Tushar Ghorpade
5.0
Reviewed Jul 7, 2021One of the best course for knowledge up gradation. The Speakers explain very well.
Fernando Gonzalo Moncada Gutierrez
5.0
Reviewed Dec 26, 2020Nice project! Easy to follow, centered on the relevant.
kamal kumar
5.0
Reviewed Dec 7, 2021very helpful ...... for beginners
Libero Prentzas
5.0
Reviewed Sep 7, 2025Πολύ καλό μάθημα.
Harshada Jain
5.0
Reviewed Aug 2, 2021Wonderful Course
Kenneth Nicholaus
5.0
Reviewed Aug 19, 2022excellent
Abhijit Santra
5.0
Reviewed Jun 19, 2023Awesome
Husein Kedir
5.0
Reviewed Oct 19, 2025GOOD
PANDURANGA VITEL
5.0
Reviewed Feb 12, 2022GOOD
Anuj
4.0
Reviewed Apr 24, 2022It is a very good and interesting guided project. I learned a lot. But I have face a problem that code executing screen is lagging so much and saying that I have unstable internet connection although I have high speed WIfi, please fix this issue. Thank You So Much for providing such a interesting guided project.
Khatcha Reunlek
4.0
Reviewed May 30, 2022This project will make it easier for you to understand how TensorFlow works.volume_upcontent_copyshare
Snegapriya S
4.0
Reviewed Apr 15, 2022Thank you for the Guided Project