Change Point Detection in Time Series with R and Tableau
This article was posted by Roberto Rösler on his personal blog about R and data mining. Roberto is a data scientist working at a major telecommunication company in G...
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How Deep Learning Will Change Customer Experience
Deep learning is a sub-category within machine learning and artificial intelligence. It is inspired by and based on the model of the human brain to create artificial neur...
Artificial Intelligence vs. Machine Learning vs. Deep Learning
Clear up the confusion of how all-encompassing terms like artificial intelligence, machine learning, and deep learning differ. Machine learning and artificial intellig...
Interesting Application of the Zipf Distribution: Data Purging
The Zipf distribution is used to model situations in which a few observations have a very high value (or impact) and account for a large part of the total, while a very l...
Steps to calculate centroids in cluster using K-means clustering algorithm
In this blog I will go a bit more in detail about the K-means method and explain how we can calculate the distance between centroid and data points to form a cluster. Con...
Clustering in Power BI using R
Here, I’ve used the famous Iris Flower dataset to show the clustering in Power BI using R. I’ve used the K-means clustering method to show the different spec...
10 things to consider when purchasing business intelligence software
Background: Business intelligence software casts a wide net. Software for site selection, customer segmentation, marketing tests, employee productivity, operational metr...
Using Analytics to Improve Customer Engagement
Here is a guest blog from MIT SMR by Sam Ransbotham. Organizations that turn data into insights are gaining competitive advantage through improved connections with consu...
Five Ways to Unleash the Power of a Marketing Bot
From advertising and promotion to selling and feedback, marketing chatbots are reducing the cost for companies, saving time, increasing efficiency and creating larger awa...
Economics, Monetization and the “New Order” Automobile Industry
Premise: How will the traditional car industry create and extract customer value in the future when the source of that value is no longer the vehicle itself? An increasin...