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Text Classification (Part 3)
Using Big Data
Text Classification (Part 2)
Exploratory Data Analysis
Text Classification (Part 1)
Reliable or Unreliable?
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A short introduction to Diffusion Maps
The paper published by J. de la Porte1, B. M. Herbst1, W. Hereman2 and S. J. van der Walt1 in November 2008 describes the mathematical technique for dealing with reducing...
Deep Learning and Art Images
At kaggle we can find a dataset containing a collection of art images of google images, yandex images and from The Virtual Russian Museum. The dataset has about 9000 images...
Forest Cover Type
Researchers at the Department of Forest Sciences at Colorado State University collected over half a million measurements from tree observations from four areas of the Roosevelt National Forest in Colorado....
Testing Hypothesis
When we are talking about hypothesis testing, what we are merely trying to do is reframing a qualitative question into a mathematical problem. For example, we might ask:
Bayes' Theorem
Here is how we can read it. The probability of the hypothesis (A) given (conditional) on a new piece of evidence (B) is equal to the probability of the evidence...
