Specialized Machine Learning Topics
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As you attempted to gather data, you might have realized that the information was trapped in...
Implementing the Naïve Bayes classifier in Mahout
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Bayes was a Presbyterian priest who died giving his "Tractatus Logicus" to the prints in 1795....
Using cross-validation
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To start from, cross-validation is a common validation technique that can be used to evaluate machine...
Clustering with K-Means
In this article by Gavin Hackeling, the author of Mastering Machine Learning with scikit-Learn, we will discuss an unsupervised learning task called clustering. Clustering...
Postmodel Workflow
This article written by Trent Hauck, the author of scikit-learn Cookbook, Packt Publishing, will cover the following recipes:
K-fold cross validation
Automatic cross validation
Cross validation with ShuffleSplit
Stratified...
Machine Learning Examples Applicable to Businesses
The purpose of this article by Michele Usuelli, author of the book, R Machine Learning Essentials, is to show how you machine learning helps...
Creating reusable actions for agent behaviors with Lua
In this article by David Young, author of Learning Game AI Programming with Lua, we will create reusable actions for agent behaviors.
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Ridge Regression
In this article by Patrick R. Nicolas, the author of the book Scala for Machine Learning, we will cover the basics of ridge regression....
Navigation Mesh Generation
In this article by Curtis Bennett and Dan Violet Sagmiller, authors of the book Unity AI Programming Essentials, we will learn about navigation meshes...
The Spark Programming Model
In this article by Nick Pentreath, author of the book Machine Learning with Spark, we will delve into a high-level overview of Spark's design,...
Must Read in Cloud & Networking
Top life hacks for prepping for your IT certification exam
I remember deciding to pursue my first IT certification, the CompTIA A+. I had signed up for a class that lasted one week, per...
Must Read in Data
Learn Transformers for Natural Language Processing with Denis Rothman
Key takeaways
The transformer architecture has proved to be revolutionary in outperforming the classical RNN and CNN models in use today.
Artificial intelligence is...
