NLP

Machine Learning Projects

Fake news Classifier using LSTM – with source code – fun project – 2022

So guys in this blog we will be implementing a Fake news Classifier using LSTM. So without any further due. Let’s do it… Step 1 – Importing libraries required for Fake news Classifier. Step 2 – Reading input data. Step 3 – Creating X and y data. For X we are just taking the title …

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Machine Learning Projects

Singular Value Decomposition – with source code – easiest way – 2022

So guys, in today’s blog we will see that how we can perform Singular Value Decomposition of some book titles we are having in our dataset using TruncatedSVD. This transformer performs linear dimensionality reduction by means of truncated singular value decomposition (SVD). Contrary to PCA, this estimator does not center the data before computing the …

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Machine Learning Projects

Topic Modeling using Latent Dirichlet Allocation – easiest way – with source code – 2022

So guys in today’s blog we will see that 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 …

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Machine Learning Projects

Words to Vectors using Spacy – proving King-Man+Woman = Queen – very interesting project – 2022

Today’s 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 without any due. Let’s do it… Step 1 – Importing libraries required for …

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