Supercomputers are some of the most valuable and advanced machines on the planet. They can analyze and process billions upon billions of equations in a short period of time. These machines have a wide variety of uses in nearly every sector of academia and the economy. However, they have curiously…
Apriori Algorithm
Start learning about the Apriori algorithm and other machine learning algorithms used in R tutorials such as Artificial Neural Networks, Decision Trees, K Means Clustering, K-nearest Neighbors (KNN), Linear Regression, Logistic Regression, Naive Bayes Classifier, and Random Forests.
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R Data Analysis
Grocery Shopping Impulse Purchases with Apriori Algorithm and Association Rules in R
by John Wingateby John WingateIn this R tutorial, we will be focusing on purchases for groceries and how one has impulse purchases. Many times we go into a store for something and end up buying many other items and sometimes even forget what we came into the store for; well at least I do. These…
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Machine learning and data mining are two new, growing fields of study. They involve trying to make sense of massive amounts of information. Usually, the process involves the analysis of different datasets with statistical models in order to gain a clear picture of relationships that may not appear obvious. Companies…
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Artificial intelligence as a field and a practice is based on algorithms. Those functions allow input to become output. Tracking and tweaking inputs allow machines to learn and accomplish amazing feats. However, constant focus on inputs and machines can distort the focus of other, equally important aspects of the artificial…