An Introduction to Machine Learning With Decision Trees

Now, let’s look into decision trees, one machine learning technique.The basic idea is to construct the decision tree by employing a top-down, greedy search through the given sets to test each attribute at every tree node.Given a collection S containing positive and negative examples of some target concept, the entropy of S relative to this boolean…
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Deep Learning Libraries by Language

cuda-convnet is a fast C++/CUDA implementation of convolutional (or more generally, feed-forward) neural networks.It can model arbitrary layer connectivity and network depth.Any directed acyclic graph of layers will do. Source for picture:…

Python Projects

In this video series we are going to be building a multitude of different python projects.These are complete, start-from-scratch, python programming with … source We're happy to share this resource that we found. In this video series we…

Why UX Design For Machine Learning Matters

Before we can even get to that part–the grand futurism part–I want to offer a provocation: Machine learning won’t reach its potential–and may actually cause harm–if it doesn’t develop in tandem with user experience design.Machine learning …

Lecture Collection

Natural language processing (NLP) deals with the key artificial intelligence technology of understanding complex human language communication.This lecture series provides a thorough introduction to the cutting-edge research in deep…