How to Transform an Unbalanced Dataset to a Balanced
We have provided examples of how you can Resample Data By Groups in Python and how you do Undersampling by
Pair Programming for Assessing Coding Skills in the Interview
Pair Coding Tools are really helpful for interviews if you want to assess the coding skills of the candidates. Introduction
10 Tips and Tricks for Data Scientists Vol.4
We have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In
How to Predict Runners’ Place in a Race
There are many different approaches to predict the winner of a race. The race can be any distance and the
10 Tips and Tricks for Data Scientists Vol.3
I have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In
Redact Name Entities with SpaCy
When we work on NLP projects, we need to do text mining and data cleansing. A common task is to
How to Query S3 Objects with S3 Select
When we are dealing with CSV data on S3, it is usual to want to do some quick checks by
10 Tips and Tricks for Data Scientists Vol.2
We have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In
10 Tips and Tricks for Data Scientists Vol.1
Introduction As data scientists, we love to do our job efficiently without reinventing the wheel. Tips-and-tricks articles provide snippets of
How to deploy multiple containers using docker-compose and Amazon Elastic Beanstalk’s multi container
Introduction We will provide an example of how you can work with multiple containers, how to share volumes and how
How to Redact PII Data using AWS Comprehend
Personal data, also known as personally identifiable information (PII) is any information relating to an identifiable person. Some examples of
