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Andrea Manero-Bastin's Blog – November 2018 Archive (4)

The Startup Founder’s Guide to Analytics

This article was written by Tristan Handy.

This post is about how to create the analytics competency at your organization. It’s not about what metrics to track (there are plenty of good posts about that), it’s about how to actually get your business to produce them. As it turns out, the implementation question  - How do I build a…

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Added by Andrea Manero-Bastin on November 27, 2018 at 9:00pm — No Comments

Seven Techniques for Data Dimensionality Reduction

This article comes from the blog of the website KNIME. Below is a summary. The highest reduction ratio without performance degradation is obtained by analyzing the decision cuts in many random forests (Random Forests/Ensemble Trees). However, even just counting the number of missing values, measuring the column variance, and measuring the correlation of pairs of columns can lead to a satisfactory reduction rate…

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Added by Andrea Manero-Bastin on November 17, 2018 at 8:30pm — 1 Comment

Anatomy of an AI System

This article was written by Kate Crawford & Vladan Joler. Below is an extract, featuring the first three sections of this long article (21 sections total.) Link to the full article is provided at the bottom.…

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Added by Andrea Manero-Bastin on November 9, 2018 at 7:00pm — No Comments

Unfolding Naïve Bayes from Scratch

This article was written by Aisha Javed. Below is a summary and table of content, for this long tutorial.

Whether you are a beginner in Machine Learning or you have been trying hard to understand the Super Natural Machine Learning Algorithms and you still feel that the dots do not connect somehow, this post is definitely for you!…

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Added by Andrea Manero-Bastin on November 1, 2018 at 5:30pm — No Comments

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