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K-Means Clustering in Python

Clustering is a type of Unsupervised learning. This is very often used when you don’t have labeled data. K-Means Clustering is one of the popular clustering algorithm. The goal of this algorithm is...

Linear Regression from Scratch in Python

Linear Regression is one of the easiest algorithms in machine learning. In this post we will explore this algorithm and we will implement it using Python from scratch. As the name suggests this al...

What is Machine Learning?

Learning, like intelligence, covers such a broad range of processes that it is difficult to define precisely. According to Wikipedia, Learning is the act of acquiring new or modifying and reinforci...

Introduction to Data Visualization using Python

Data visualization is one of primary skills of any data scientist. It’s also a large field in itself. There are many courses available just focused on Data Visualization. This post is just an intro...

Python Data Analysis with pandas

Python is a great language for data analysis. pandas is a Python package providing fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data both e...

Exploring Linear Algebra with Python

Scalars, Vectors and Matrices Scalars, Vectors and Matrices are the basic objects in Linear Algebra Scalar: A scalar is just a number. Vector: A vector is an array of numbers and it’s order ...

Introduction to Statistics using NumPy

Translations - Russian Statistics Broadly, statistics is concerned with collecting and analyzing data. It seeks to describe rigorous methods for collecting data (samples), for describing the data...