NLP

So guys in this blog we will be implementing a Fake news Classifier using LSTM. So without any further due, Let’s do it… Checkout the video here – https://youtu.be/XcHtSSKE6PI Step 1 – Importing libraries required for Fake news Classifier. Step 2 – Reading input data. Step 3 – Creating X and y data. Step 4 …

Fake news Classifier using LSTM – with source code – fun project – 2023 Read More »

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 …

Singular Value Decomposition – with source code – easiest way – 2023 Read More »

So guys in today’s blog we will see how we can perform topic modeling using Latent Dirichlet Allocation. What we do in Topic Modeling is 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 is a very …

Topic Modeling using Latent Dirichlet Allocation – easiest way – with source code – 2023 Read More »

Today’s blog is going to be a very short blog where we will see the magic of Words to Vectors using the 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… Checkout the Video here – https://youtu.be/qxf7TGRLpgg …

Words to Vectors using Spacy – proving King-Man+Woman = Queen – very interesting project – 2023 Read More »