KR
4.0
Reviewed May 29, 2022This project will make it easier for you to understand how TensorFlow works.volume_upcontent_copyshare
The instructor doesn't reply to the discussion section, the data couldn't be imported, the resources are outdated...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: Machine Learning Algorithms
Status: Tensorflow
IntermediateGuided Project2 hours
Featured reviews
HY
5.0
Reviewed May 25, 2025Great content. Just that it is slightly outdated so 1 line of code doesn't work, i.e. 'predict_classes' one.
KA
5.0
Reviewed Aug 1, 2021It is a good project to get an overview. Generally, it is a nice project, and simple to follow,
TG
5.0
Reviewed Jul 6, 2021One of the best course for knowledge up gradation. The Speakers explain very well.
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Sebastián
1.0
Reviewed Apr 8, 2023Jorge
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
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
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
1.0
Reviewed Jul 13, 2024I could not load the dataset due to restrictions on the server to access external sites.
Johan
1.0
Reviewed Nov 17, 2025Repos needed are broken or missing. Cannot use code
Harith
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
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
5.0
Reviewed Jul 7, 2021One of the best course for knowledge up gradation. The Speakers explain very well.
Fernando
5.0
Reviewed Dec 26, 2020Nice project! Easy to follow, centered on the relevant.
kamal
5.0
Reviewed Dec 7, 2021very helpful ...... for beginners
Libero
5.0
Reviewed Sep 7, 2025Πολύ καλό μάθημα.
Harshada
5.0
Reviewed Aug 2, 2021Wonderful Course
Kenneth
5.0
Reviewed Aug 19, 2022excellent
Abhijit
5.0
Reviewed Jun 19, 2023Awesome
Husein
5.0
Reviewed Oct 19, 2025GOOD
PANDURANGA
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
4.0
Reviewed May 30, 2022This project will make it easier for you to understand how TensorFlow works.volume_upcontent_copyshare
Snegapriya
4.0
Reviewed Apr 15, 2022Thank you for the Guided Project