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Machine Learning

Generating Website Layouts with Deep Learning

When it comes to software development, there are two kinds of development. There’s front end and back end development. Back end development refers to what goes on, “under the hood” so to speak. It’s everything that the user of the…

Neural Net Dropout: Dealing with Overfitting

When training a neural network, you want it to be able to discern the patterns in the data you’ve given it and then be able to generalize these patterns to those occurring in the world. If you were training an image classifier, you’d want…

The Art of Machine Learning

It helps in extracting meaningful information from raw data; it is an excellent technique of solving complex-data-rich business problems that are not resolved by the traditional approaches like human judgment. According to Arthur Samuel who…

Which machine learning algorithm should I use?

A typical question asked by a beginner, when facing a wide variety of machine learning algorithms, is “which algorithm should I use?” The answer to the question varies depending on many factors, including: The size, quality, and nature…