How to Process Requests in Flask
The most common payload of incoming data are the query strings, the form data and the JSON objects. Let’s provide …
Python
The Ultimate Guide of Feature Importance in Python
Feature Importance is a score assigned to the features of a Machine Learning model that defines how “important” is a …
How To Run Logistic Regression On Aggregate Data In Python
Following up our post about Logistic Regression on Aggregated Data in R, we will show you how to deal with …
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How to Share Jupyter Notebooks with Docker
As Data Scientists, we want our work to be reproducible, meaning that when we share our analysis, everyone should be …
How to Pass URL Variables to Flask API
We will show how you can build a flask API that gets URL variables. Recall that when we would like …
How to Deploy ML Models into AWS with Elastic Beanstalk
In the past, we have provided examples of how to build a Flask Rest API, how to build and deploy …
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Hack: elif in list comprehension
We have provided an extensive tutorial of list comprehensions. Sometimes, the syntax of the list comprehensions that deal with if-elif-else …
Add Text On An Image using Python
Let’s say that we want to create membership cards for our members. In this tutorial, we will show you how …
Stocks Market Beta with Rolling Regression
In finance, a measure of asset movements against the market is the market beta β. It is a popular measure …
SQL with Pandas Data Frames
In previous posts, we have provided examples of how you can perform advanced Pandas operations like Reshape Pandas Data Frames, …
