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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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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.

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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.

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Neural Networks From Scratch

Series

A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.

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An Introduction to Recurrent Neural Networks for Beginners

Machine Learning

A simple walkthrough of what RNNs are, how they work, and how to build one from scratch in Python.

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A Simple Explanation of the Softmax Function

Machine Learning

What Softmax is, how it's used, and how to implement it in Python.

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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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