For Beginners - Page 2

← Back to All Tags

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

Neural Networks From Scratch

Series

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

View Series

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.

Read

A Simple Explanation of the Softmax Function

Machine Learning

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

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