Tag - Steps

42 Steps to Mastering Data Science

This post is a collection of 6 separate posts of 7 steps a piece, each for mastering and better understanding a particular data science topic, with topics ranging from data preparation, to machine learning, to SQL databases, to NoSQL and beyond. By M...

7 More Steps to Mastering Machine Learning With Python

This post is a follow-up to last year's introductory Python machine learning post, which includes a series of tutorials for extending your knowledge beyond the original. By Matthew Mayo, KDnuggets. So, you have been thinking about picking up machine...

7 Steps of a Data Science PoC – Get The Guidebook

Download a free copy of the white paper The 7 Steps to Driving a Successful Make Your Next A data science or analytics POC (proof of concept) is more than a concept; it's a process that must yield results.   For a detailed walk-through of the seven s...

Frameworks for Approaching the Machine Learning Process

This post is a summary of 2 distinct frameworks for approaching machine learning tasks, followed by a distilled third. Do they differ considerably (or at all) from each other, or from other such processes available? By Matthew Mayo, KDnuggets. commen...

KDnuggets Top 10 KDnuggets Blog Posts, looking back a year

Have a look at our top blog posts of Q4 2015, some of which continue to be among the most popular on our site, while others are still topical and warrant a second look. By Matthew Mayo, KDnuggets. KDnuggets recently reached a milestone of 5,000 posts...