Mubaris' Blog

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Word Embeddings - word2vec

Translations - Russian Natural Language Processing or NLP combines the power of computer science, artificial intelligence (AI) and computational linguistics in a way that allows computers to under...

Posted by Mubaris NK on December 14, 2017

DataViz Mastery Part 2 - Word Clouds

This is part 2 of DataViz Mastery. In part 1, we learned how to create Treemaps using Python - Read it here. In this post we will learn how to create Word Clouds using Python. So, let’s get started...

Posted by Mubaris NK on November 11, 2017

DataViz Mastery Part 1 - Treemaps

DataViz Mastery will be a series blog posts which aims to master data visualizations using Python. I am aiming to cover all visualizations in DataViz Project. In this part 1 of the series we will c...

Posted by Mubaris NK on November 5, 2017

Analyzing Movie Subtitles

In this post we will analyze a movie using sentiment analysis of its subtitles. This is little bit tricky. Because, the subtitles are time dependant data. Unlike other time series data, subtitles d...

Posted by Mubaris NK on November 4, 2017

TensorFlow 101

TensorFlow is an open source machine learning library developed at Google. TensorFlow uses data flow graphs for numerical computations. Nodes in the graph represent mathematical operations, while t...

Posted by Mubaris NK on October 21, 2017

Support Vector Machines for Classification

A Support Vector Machine (SVM) is a very powerful and flexible Machine Learning Model, capable of performing linear or nonlinear classification, regression, and even outlier detection. It is one of...

Posted by Mubaris NK on October 14, 2017

Project Ozii - Generating PulseGraphs from Text

Ever since I watched the movie ‘Arrival’, I wanted to create my own logographs. Just like the one they show in the movie. So, I started searching about the symbols they shown in the movie. I found ...

Posted by Mubaris NK on October 4, 2017

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