Mubaris NK

Introduction to Koa.js

Learn Koa.js by building a Sentiment Analysis API

Word Embeddings - word2vec

Learn basics of Word Embeddings. This blog post explores very commonly used word2vec.

DataViz Mastery Part 2 - Word Clouds

Part 2 of DataViz Mastery. Build your own Word Clouds from text data.

DataViz Mastery Part 1 - Tree Maps

Part 1 of DataViz Mastery. Build your own Tree Maps.

Analyzing Movie Subtitles

Understand movie behaviour from sentiment analysis of movie subtitles

TensorFlow 101

This post introduces the very basics of Tensorflow, a machine learning library developed by Google

Support Vector Machines for Classification

This post explores Support Vector Machines, which is a powerful Machine Learning Algorithm

Project Ozii - Generating PulseGraphs from Text

K-Means Clustering in Python

K-Means Clustering is one of the popular clustering algorithm. The goal of this algorithm is to find groups(clusters) in the given data. In this post we will implement K-Means algorithm using Python from scratch.

Linear Regression from Scratch in Python

Learn basics of Machine Learning by building a Linear Regressor from Scratch using Python

What is Machine Learning?

Introductory post to Machine Learning

Introduction to Data Visualization using Python

Learn basics of Data Visualization using Python

Python Data Analysis with pandas

Introduction to Pandas library. Learn how to use and manipulate Dataframes in Python

Exploring Linear Algebra with Python

Linear Algebra functions in Python using Numpy Library

Introduction to Statistics using NumPy

Statistics functions in Python using Numpy Library

What is Data Science?

Data Science is an interdisciplinary field about scientific methods, processes, and systems to extract knowledge or insights from data in various forms, either structured or unstructured, similar to data mining.