General Middleware

NLP – Text Generation Using LSTM

Text_Generation_using_LSTMs Introduction¶ Text Generation is the task of predicting what word comes next, given what […]

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NLP – Sentiment Analysis on Movie Reviews

Sentiment_Analysis 1. Problem Context¶ Movie reviews help users decide whether a movie is worth watching […]

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NLP – Word2Vec and GloVe Embeddings

3.1 Word2vec_and_GloVe (1) Google Play Store Ratings Prediction¶ 1. Problem Statement¶ Natural Language Understanding has […]

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NLP – Vectorisation using Bag-of-Words and TF-IDF

1.1 Basic Vectorization 1. Problem Context¶ Many users worldwide rely on email and text messages […]

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Transfer Learning in Computer Vision

Context Image classification has become less complicated with deep learning and the availability of larger […]

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Classification using Convolutional Neural Network (CNN)

Context Image classification has become less complicated with deep learning and the availability of larger […]

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Creating and Tuning Neural Network Models

Context Nielsen reports that U.S. card fraud (credit, debt, etc) was reportedly 9 billion dollars […]

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Predicting Chances of Admission using Neural Networks

Context The world is developing rapidly and continuously looking for the best knowledge and experience […]

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Using Neural Networks to identify Images

You can download the MNIST data using this link In [ ]: import pandas as pd import […]

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Hierarchical Clustering and PCA

Problem Statement Context Tourism is now recognized as a directly measurable activity, enabling more accurate […]