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The ‘u’ and ‘r’ String Prefixes and Raw String Literals in Python

IntroductionWhile learning Python or reading someone else's code, you may have encountered the 'u' and 'r' prefixes and raw string literals. But what do...

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DBSCAN with Scikit-Learn in Python

IntroductionYou are working in a consulting company as a data scientis. The project you were currently assigned to has data from students who have...

Training Neural Radiance Field (NeRF) Models with Keras/TensorFlow and DeepVision

Neural Radiance Fields, colloquially known as NeRFs have struck the world by storm in 2020, released alongside the paper "NeRF: Representing Scenes as Neural...

Sending Emails in Node.js with Mailgun and React

Email is an essential method of business communication that is very fast, cheap, and top-free organic. When building products, emails can greatly provide your...

Pagination in Vanilla JavaScript

IntroductionWhen creating a website or web application, especially if they feature a lot of templated content (such as a grid or list of items...

Prevent Cross-Site Scripting (XSS) in Spring Boot with Content-Security Policies (CSPs)

IntroductionThe security of users and their personal data while using a web application is paramount. While this guiding principle has been acknowledged even from...

Definitive Guide to the Random Forest Algorithm with Python and Scikit-Learn

IntroductionThe Random Forest algorithm is one of the most flexible, powerful and widely-used algorithms for classification and regression, built as an ensemble of Decision...

Reading and Writing JSON to a File in Python

Introduction In this guide, we'll take a look at how to read and write JSON data from and to a file in Python, using the...

Guide to Simple Email Service (AWS SES) with Spring Boot and Spring Cloud

IntroductionAWS SES (Simple Email Service) is a simple-to-setup email sending and receiving service. It is usually difficult, finicky and tedious to manage an on-premise...

Guide to Exception Handling in Express

IntroductionExceptions and error are bound to occur while users interact with any application, it is up to software engineers to choose a means to...

Get Feature Importances for Random Forests with Python and Scikit-Learn

IntroductionThe Random Forest algorithm is a tree-based supervised learning algorithm that uses an ensemble of predicitions of many decision trees, either to classify a...

How to Save Command Output as Variable in Bash?

IntroductionIn bash scripts, assigning the output of a command to variables can be convinient by storing the outputs of the commands and using them...

Guide to Writing Custom TensorFlow/Keras Callbacks

IntroductionSuppose you want your Keras model to have some specific behaviour during training, evaluation or prediction. For instance, you might want to save your...

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