Prediction of Customer Churn with Machine Learning
Machine Learning is the word of the mouth for everyone involved in the analytics world. Gone are those days of the traditional manual approach of taking key business deci...
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Should You Be Recommending Deep Learning Solutions in Your Company?
Summary: If you are guiding your company’s digital journey, to what extent should you be advising them to adopt deep learning AI methods versus traditional and mature...
A Complete Machine Learning Project Walk-Through in Python: Part One
This article was written by Will Koehrsen. Reading through a data science book or taking a course, it can feel like you have the individual pieces, but don’t quite kn...
Top 10 Neural Network Architectures
This article was written by James Le. Some examples of tasks best solved by machine learning include: Recognizing patterns: Objects in real scenes, Facial identities or f...
Quantum Simulator Qubiter now has a native TensorFlow backend
I am pleased to announce that my quantum simulator Qubiter (available at GitHub, BSD license) now has a native TensorFlow Backend-Simulator (see its class `SEO_simulator_...
A Telecom Data science project from data gathering to model selection
One of our business units wants to target the competitors’ customers with personalized product/offer. To do that, Business needs to understand who are the prepaid/postp...
Frame a problem as a machine learning problem or otherwise
This is not very simple to choose a machine learning method and letting it go wild on the data. Particularly, understanding the core business problem and objective of the...
Utilizing Artificial Intelligence Potential in Financial Services & Insurance Sectors
Gone are the days when insurance and nbfc sector was relying completely on manual processes. Today with the emergence of AI and data-driven business decision making coupl...
A Beautiful Result in Probability Theory
This is another spectacular property of the exponential distribution, and also the first time an explicit formula is obtained for the variance of the range, besides the u...
Telecom Customer Analytics
I was deputed to work at Lagos, Nigeria in 2011 to work for a telecom giant there. The project in hand was to develop customer analytics modules using SAS on customerR...