Outliers and Various methods of Detection
WHAT IS AN OUTLIER? Outlier is an observation that is numerically distant from the rest of the data or in…
Precision and Recall with Scikit Learn
In this post we will demonstrate how to use SciKit Learn to calculate Precision and Recall of different machine learning…
How to install phonenumbers in pip/conda
phonenumbers Python Library This is a Python port of Google’s lib phonenumber library It supports Python 2.5-2.7 and Python 3.x (in the…
Web Scraping For COVID-19
Introduction: So as you have seen what is web scraping and how to scrape data from Flipkart, now we will…
Formatting strings and numbers in python
6 ways in which you can format your string/numerical output in python About this article Most of the time, a…
A Data Science Framework: To Achieve 99% Accuracy :Part 3
Part 3-Model Implementation This post is in continuation of previous post. If you have not read it yet I recommend…
Introduction to Ensembling /Stacking in Python | Part 2
This post is in continuation of previous post. If you have not read it yet I recommend you to visit…
Introduction to Ensembling /Stacking in Python | Part 1
This post is a very basic and simple introductory primer to the method of ensembling (combining) base learning models, in…
How to evaluate readability using Python?
Introduction How can you evaluate “Readability“? Textstat is an easy to use library to calculate statistics from text. It helps determine…
Introduction to CNN Keras – Acc 0.997 (top 8%)
1. Introduction This is a 5 layers Sequential Convolutional Neural Network for digits recognition trained on MNIST dataset. I chose…