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
Example of Machine Translation in Python and Tensorflow
We will build a deep neural network that functions as part of an end-to-end machine translation pipeline. The completed pipeline
Time Series Decomposition in Python
Time series decomposition is a technique that splits a time series into several components, each representing an underlying pattern category, trend,
Tutorial: Control Flow in Bash Scripting
In this tutorial we will provide basic examples of the conditional statements in bash scripting. Passing Variables to Scripts via
Pandas Dataframes Basics: Reshaping Data
In this series of posts, we will show you the basics of Pandas Dataframes which is one of the most
Anna Karenina Principle in Data Science
Anna Karenina novel begins with the quote: All happy families are alike; each unhappy family is unhappy in its own
10 Tips And Tricks For Data Scientists Vol.5
We have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In
How to Run your first Airflow DAG in Docker
We have how to start running Airflow in Docker, in this post we will provide an example of how you
How to Resample Data by Group In Pandas
Sometimes when we are working on machine learning projects, there are some factors that can have a huge impact on
How to Start Running Apache Airflow in Docker
The simplest and fastest way to start Airflow is to run it with CeleryExecutor in Docker. We assume that you have
