State-of-the-Art Machine Learning Automation with HDT
The technique presented here blends non-standard, robust versions of decision trees and regression. It has been successfully used in black-box ML implementations. In this...
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Digital Transformation and high-tech Robo-Advisor – do you need one?
How many times you have listened to the advice of your friend/colleague or someone you know, to invest in stock market? Many people have gained and lost their fortune wit...
Pandasql: Make python speak SQL
This article was written by Yhat. Introduction One of my favorite things about Python is that users get the benefit of observing the R community and then emulating the ...
Data Science: Identifying Variables That Might Be Better Predictors
I love the simplicity of the data science concepts as taught by the book “Moneyball.” Everyone wants to jump right into the real meaty, highly technical data science ...
How to build a search engine: Part 4
This post is the fourth part of the multi-part series on how to build a search engine – How to build a search engine – Part 1: Installing the tools and getting th...
Building a Deep Learning Model for Process Optimisation
1. Abstract The objective of this paper is to present the process of building a Deep Learning Model for optimising the output for a Production Process from a...
What I Always Wanted To Know About Big Data* (*but was afraid to ask)
When I first heard the term Big Data few years ago, I didn’t think much of it. Soon after, Big Data started appearing in many of my conversations with many of my tech f...
Is your New Year’s Resolution to Improve your CRM Data?
We all set New Year’s Resolutions. Unfortunately, research suggests that 63% of us break them within just one month. However, if there is one New Year’s Resolution...
Design Thinking: Future-proof Yourself from AI
It’s all over for us humans. It may not have been “The Matrix”[1], but the machines look like they are finally poised to take our jobs. Machines powered by artifici...
Overpromising and Underperforming: Understanding and Evaluating Self-service BI Tools
From the OLAP concept in earlier years to the agile BI over the last few years, BI vendors never stop advertising the self-service capability, claiming that business user...