Generalized Machine Learning – Kerneml – Simple ML to train Complex ML
I recently created a ‘particle optimizer’ and published a pip python package called kernelml. The motivation for making this algorithm was to give analysts and data s...
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Choosing the Correct Type of Regression Analysis
Guest blog by Jim Frost. Regression analysis mathematically describes the relationship between a set of independent variables and a dependent variable. There are nume...
Deep Learning: AlphaGo Zero Explained In One Picture
Recently Google DeepMind announced AlphaGo Zero — an extraordinary achievement that has shown how it is possible to train an agent to a superhuman level in the high...
Inside the black box 2
Following the original observations of Neural Networks in action; I decided a follow up was needed. In the original blog, ; the smallest neural net (NN) that learnt the...
Intuition behind Bias-Variance trade-off, Lasso and Ridge Regression
Linear regression uses Ordinary Least square method to find the best coefficient estimates. One of the assumptions of Linear regression is that the variables are not corr...
Soccer and Machine Learning: 2 hot topics for 2018
How good is a certain soccer player? Let’s find out applying Machine Learning to Fifa 18! I’m sure you’ve probably heard about the 2018 FIFA Football World Cup in R...
Book: OpenStack Cloud Computing Cookbook – Fourth Edition
OpenStack Open Source Cloud software is one of the most used cloud infrastructures to support a wide variety of use cases, from software development to big data analysis....
GDPR and AI – strategies and options in a nutshell
I had the pleasure to meet @KirkDBorne last week and participate in a panel moderated by Kirk – Decoding #GDPR, #IoT, and #UX in the #BigData world: discussing #AI ...
Weighted Linear Regression in R
If you are like me, back in engineering school you learned linear regression as a way to “fit a line to data” and probably called in “least squares”. You probab...
What Comes After Deep Learning
This article is by Bill Vorhies. Summary: We’re stuck. There hasn’t been a major breakthrough in algorithms in the last year. Here’s a survey of the leading co...