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Interesting picture summarizing several types of techniques used in machine learning, contrasting unsupervised learning with unsupervised learning and reinforcement learning. The difference between supervised and unsupervised learning is described here. See also this article about how this relates to reinforcement learning. The above picture was posted here. The author mentions the following techniques: supervised learning Naive… Read More »Machine Learning with Applications in One Picture
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Python data exploration cheat sheet includes how to load a data file,sort data, transpose table and similar steps using NumPy, pandas, matplotlib.
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Data Science Thinking: The Next Scientific, Technological... https://www.amazon.com/dp/3319950916/ref=cm_sw_r_pi_dp_U_x_oS1rBbN83NS0V
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Bayes Theorem Examples: A Visual Guide For Beginners by [Hartshorn, Scott]
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Page with free resources for learning data science including whitepapers, infographics and blog posts, lessons, and pages. You can download them right now.
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Introduction Welcome to the second part of my introductory series on text analysis using R (the first article can be accessed here). My aim in the present piece is to provide a practical introduc…
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R for Everyone: Advanced Analytics and Graphics (Addison-Wesley Data and Analytics): 9780321888037: Computer Science Books @ Amazon.com
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This article was written by Natasha Latysheva. Here we publish a short version, with references to full source code in the original article. Our internal data scientist had a few questions and comments about the article: The example used to illustrate the method in the source code is the famous iris data set, consisting of 3 clusters,… Read More »k-nearest neighbor algorithm using Python