What is Regression Analysis?
Guest blog by Kevin Gray.. Kevin is president of Cannon Gray, a marketing science and analytics consultancy. Regression is arguably the workhorse of statistics. Despite its… Read More »What is Regression Analysis?
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Vincent Granville
Author and Publisher at MLtechniques.com. Machine learning scientist, mathematician, book author (Wiley), patent owner, former post-doc at Cambridge University, former VC-funded executive, with 20+ years of corporate experience including CNET, NBC, Visa, Wells Fargo, Microsoft, eBay. Vincent also founded and co-founded a few start-ups, including one with a successful exit (Data Science Central acquired by Tech Target).
t-SNE algo in R and Python, made with same dataset
t-Distributed Stochastic Neighbor Embedding (t-SNE) is a (prize-winning) technique for dimensionality reduction that is particularly well suited for the visualization of high-dimensional datasets. The technique… Read More »t-SNE algo in R and Python, made with same dataset
Ten Simple Rules for Effective Statistical Practice
This article, written by Kass RE, Caffo BS, Davidian M, Meng X-L, Yu B, and Reid N, contains the following rules: Statistical Methods Should Enable… Read More »Ten Simple Rules for Effective Statistical Practice
27 Great Articles About Machine Learning Algorithms
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers,… Read More »27 Great Articles About Machine Learning Algorithms
17 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published.… Read More »17 Great Blogs Posted in the last 12 Months
Deep Learning versus Machine Learning in One Picture
I don’t know who produced this image, but I’ve found it posted on the Deep Learning group on Facebook. Here we go: For more articles on… Read More »Deep Learning versus Machine Learning in One Picture
Representation of Numbers with Incredibly Fast Converging Fractions
Here we discuss a new system to represent numbers, for instance constants such as Pi, e, or log 2, using rational fractions. Each iteration doubles… Read More »Representation of Numbers with Incredibly Fast Converging Fractions
Can you solve these mathematical / statistical problems?
I recently posted an article featuring a non traditional approach to find large prime numbers. The research section of this article offers interesting challenges, both… Read More »Can you solve these mathematical / statistical problems?
Data Science Method to Discover Large Prime Numbers
Large prime numbers have been a topic of considerable research, for its own mathematical beauty, as well as to develop more powerful cryptographic applications and… Read More »Data Science Method to Discover Large Prime Numbers
25 Timeless Data Science Articles
This is our third post of a new series featuring articles published long ago. We manually selected articles that were most popular or overlooked, time-insensitive… Read More »25 Timeless Data Science Articles