Why do Decision Trees Work?
This article is from Win-Vector LLC In this article we will discuss the machine learning method called “decision trees”, moving quickly over the usual “how decision...
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When Not to Use Deep Learning
Guest blog by Pablo Cordero. Pablo is currently a postdoc at UCSC’s systems biology group, doing applied machine learning research in the context of cell biology and r...
Artificial Intelligence 2017: Top 100 Influencers, Brands and Publications
This article was written by Thomas Legoff. Artificial intelligence – or AI – is a true part of our world, as well as a substantial hub of interest for science and b...
Image Segmentation using deconvolution layer in Tensorflow
This article was written by Koustuch on CV-Tricks. In this series of post, we shall learn the algorithm for image segmentation and implementation of the same using Ten...
Machine Learning Summarized in One Picture
Here is a nice summary of traditional machine learning methods, from Mathworks. I also decided to add the following picture below, as it illustrates a method that was ve...
Twelve types of Artificial Intelligence (AI) problems
Background – How many cats does it take to identify a Cat? In this article, I cover the 12 types of AI problems i.e. I address the question : in which scenarios should...
Muse: a Better Music Recommendation Application
Contributed by http://blog.nycdatascience.com/author/sjstebbins/“,”Spencer”;)”>Spencer James Stebbins. He enrolled in the NYC Data Science Ac...
Time Series Analysis With Generalized Additive Models
This article comes from Algobeans Layman tutorials in analytics. Whenever you spot a trend plotted against time, you would be looking at a time series. The de facto ch...
Deep Learning Cheat Sheet (using Python Libraries)
We added one new cheat sheet to our list of data science cheat sheets: Deep Learning Cheat Sheet (using Python Libraries) Previous entries include: PySpark Cheat Sheet: S...
Deep Learning Cheat Sheet (using Python Libraries)
This cheat sheet was produced by DataCamp, and it is based on the Keras library..Keras is an easy-to-use and powerful library for Theano and TensorFlow that provides a h...