For Beginners

← Back to All Tags

Web Security 101: An Interactive Cross-Site Request Forgery (CSRF) Demo

Security

A hands-on beginner's guide to what CSRF attacks are and how to prevent them.

Read

One-Hot Encoding, Explained

Machine Learning

A simple guide on the what, why, and how of One-Hot Encoding.

Read

Easy Visual Question Answering

Machine Learning

Co-Authored by Phillip Wang

A gentle introduction to Visual Question Answering (VQA) using neural networks.

Read

A Simple Explanation of the Bag-of-Words Model

Machine Learning

A quick, easy introduction to the Bag-of-Words model and how to implement it in Python.

Read

Git Aliases I Use (Because I'm Lazy)

Programming

I really dislike typing out git commands, even the short ones.

Read

Keras for Beginners: Implementing a Convolutional Neural Network

Python

A beginner-friendly guide on using Keras to implement a simple Convolutional Neural Network (CNN) in Python.

Read

The Best Programming Languages for Machine Learning

Machine Learning

Guest Post by Owen Leeks

A survey of the best programming languages for Artificial Intelligence and Machine Learning.

Read

An Introduction to Python's Collections module

Python

Guest Post by Pankaj Kumar

An overview of 5 important container objects from the collections module.

Read