NLP Projects with Source Code
Hey guys, here you can find your next Natural language processing (NLP Projects) with proper explanation and source codes provided.
It is always good to have practical insight into any technology that you are working on. Though textbooks and other study materials will provide you with all the knowledge that you need to know about any technology but you can’t really master that technology until and unless you work on real-time projects.
Best NLP Projects with Source Code
- Fake news Classifier using LSTM – with source code – fun project – 2023
- Singular Value Decomposition – with source code – easiest way – 2023
- Topic Modeling using Latent Dirichlet Allocation – easiest way – with source code – 2023
- Words to Vectors using Spacy – proving King-Man+Woman = Queen – very interesting project – 2023
Must Checkout NLP Projects
This blog is going to be a very short blog where we will see the magic of Words to Vectors using Spacy library and also we will prove that King-Man+Woman = Queen. This is going to be a very interesting blog
So guys in this blog we will see how we can perform topic modeling using Latent Dirichlet Allocation. What we do in Topic Modeling is we try to club together different objects(documents in this case) on the basis of some similar words. This means that if 2 documents contain similar words, then there are very high chances that they both might fall under the same category.
In this blog, we will be implementing a Fake news Classifier using Embeddings and LSTM layers of Keras library. We have custom-made the architecture in this project.
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Check out my other machine learning projects, deep learning projects, computer vision projects, NLP projects, Flask projects at machinelearningprojects.net