For Beginners

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Keras for Beginners

Series

A beginner-friendly series on using Keras to build, train, and evaluate Neural Networks in Python.

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Keras for Beginners: Implementing a Recurrent Neural Network

Python

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

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Web Security 101: Cross-Site Scripting (XSS) Attacks

Security

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

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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.

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One-Hot Encoding, Explained

Machine Learning

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

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Easy Visual Question Answering

Machine Learning

Co-Authored by Phillip Wang

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

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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.

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An Introduction to Python's Collections module

Python

Guest Post by Pankaj Kumar

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

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