The Mathematics behind Artificial Intelligence and Deep Learning
“The book of nature is written in the language of mathematics!” – Galileo. Each has their own journey through the deep woods of AI & ML. My own expl...
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Breast Cancer Classification & Prediction using Neural Networks
Introduction How often are you in a situation where you have 2 alternatives either yes or a no, black or a white, and so on. These are instances where you ‘classify’ ...
Thinking about Moving Up to Automated Machine Learning (AML)
Summary: Are you wondering about moving up to Automated Machine Learning (AML)? Here are some considerations to help guide you. Are you wondering about moving up to Aut...
How to learn the maths of Data Science using your high school maths knowledge – Gradient Descent
This post is a part of my forthcoming book on Mathematical foundations of Data Science. In the previous blog, we saw how you could use basic high school maths to learn a...
Return of the Thriller “3 Horizons of Digital Transformation”
In “Importance of Thinking Differently…Hint: Don’t Pave the Cow Path”, I introduced the concept of the “3 Horizons of Digital Transformation.” I wanted to p...
Would you buy insights from this guy?
“The first thing you need to do is get all the data in the same place”. We all remember the mantra that launched a thousand painful IT projects. The argument was that...
Python for Automating Your Quality Analysis
Analyzing the quality of your software is crucial to any business. The process appears towards the end of your software development lifecycle but indeed decides the fate ...
Complete Hands-Off Automated Machine Learning
Summary: Here’ a proposal for real ‘zero touch’, ‘set-em-and-forget-em’ machine learning from the researchers at Amazon. If you have an environment as fast ...
Bayesian Machine Learning Part 5
Bayesian Machine Learning (part -5) Introduction: Expectation-Maximization In this blog we are going to see how Expectation-maximization algorithm works very closely. Thi...
Major Factors Keeping Facial Recognition from Mass Adoption
Artificial Intelligence and Machine Learning are accelerating and refining various industries. One of the most rapidly developing and progressive domains is Facial Recogn...