Mubaris' Blog

Everything you can imagine is real

Word Embeddings - word2vec

Natural Language Processing or NLP combines the power of computer science, artificial intelligence (AI) and computational linguistics in a way that allows computers to understand natural human lang...

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...

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...

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...

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...

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...

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 ...