Rule-Based Matching for NLP using spaCy
If you are an NLP enthusiast you know for sure the spaCy library. It’s a powerful library mostly known for …
Month: December 2020
How to run SQL on S3 files with AWS Athena
Amazon Athena is an interactive query service that makes it easy to analyze data directly in S3 using SQL. In …
AWS Glue Tutorial
Introduction I attended the Introduction to Designing Data Lakes in AWS course in Coursera where there was a lab about …
Pricing of European Options with Monte Carlo
We will show how we can price the European Options with Monte Carlo simulation using R. Recall that the European …
How to Gamble Wisely
Useful Tips for Gambling to Keep you Away from the Danger Zone “The less you bet, the less you lose“ …
Contingency Tables in R
A common way to represent and analyze categorical data is through contingency tables. In this tutorial, we will provide some …
How to deploy a Flask API (the Easiest, Fastest, and Cheapest way)
So we have created our Flask API. Now what? How are we going to share our application to the world? …
Read moreHow to deploy a Flask API (the Easiest, Fastest, and Cheapest way)
NumPy Hacks for Data Manipulation
The goal of this article is to provide some “Numpy Hacks” that will be quite useful during the Data Science …
How to Perform a Student’s T-test in Python
One of the most important statistical tests is the T-test also known as the student’s T-test. In this post, we …
Linear Regression and Type I Error
Linear Regression Linear regression is a basic approach to modelling the linear relationship between a dependent variable y and one …
