Posts by Deepshi Sharma

Author Biographical Info:

Introduction to K-means algorithm

By Deepshi Sharma

In this tutorial, I am going to discuss a very famous clustering algorithm, K-means algorithm. Clustering algorithms are used to group similar items in same group called cluster. T.... Read More

Implementation of PCA reduction in Python

By Deepshi Sharma

In the last tutorial, I have given a brief introduction and intuition regarding Principal component analysis. If you haven’t read that post, then please go through that post .... Read More

Natural Language Processing and its implementation in Python

By Deepshi Sharma

In the previous tutorial on Natural Language Processing, I have discussed the basic introduction and intuition behind  NLP. In this tutorial, I am going to discuss the implementat.... Read More

Introduction to Dimension Reduction – Principal Component Analysis

By Deepshi Sharma

In this tutorial, we will go through with one of the most important concepts in machine learning called Dimension Reduction – Principal Component Analysis (Also known as PCA .... Read More

Random forest for regression and its implementation

By Deepshi Sharma

In this tutorial, as said before, I would be discussing the implementation of random forest algorithm for regression problem in Python. In my previous tutorial, I presented you how.... Read More

Implementation of Random Forest for classification in python

By Deepshi Sharma

In the previous tutorial, I have discussed intuition behind the Random Forest algorithm. Before going through this post, you must be acquainted behind random forest. In this post, .... Read More

Introduction to Random Forest algorithm

By Deepshi Sharma

In previous tutorials, I have discussed Introduction to Natural Language Processing, Apriori algorithm, Hierarchical clustering algorithm. In this tutorial, we will discuss an algo.... Read More

Introduction to Apriori algorithm

By Deepshi Sharma

This tutorial is about Introduction to Apriori algorithm. Apriori is one of the algorithms that we use in recommendation systems. As you can see in the e-commerce websites and othe.... Read More