NLP
2 posts3 projects
- Next word Prediction using LSTM and GRUDeveloped a deep learning model for predicting the next word in a given sequence of words, built using LSTM and GRU networks.Project
- Why do we need to subtract 3 in word index in IMDb dataset from Tensorflow?Solving the common mystery of why index 3 must be offset when decoding sequences in Keras IMDb reviews.Post
- Kindle Review Sentiment AnalysisSentiment analysis on Amazon Kindle reviews using various NLP techniques: Implemented multiple text vectorization methods (BOW, TF-IDF, Word2Vec), built and compared different classification models, processed and analyzed the Kindle Reviews dataset.Project
- SMS Spam ClassificationA comprehensive spam detection system implementing multiple text classification approaches including Bag of Words (BOW), TF-IDF Vectorization with Multinomial Naive Bayes, Word2Vec with Random Forest ClassifierProject
- AI-900 Preparation NotesComprehensive preparation notes and key concept summaries for passing the Microsoft AI-900 certification exam.Post
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