Free Book: Lecture Notes on Machine Learning
Lecture notes for the Statistical Machine Learning course taught at the Department of Information Technology, University of Uppsala (Sweden.) Updated in March 2019. Aut...
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What is the Difference Between Hadoop and Spark?
Hadoop and Spark are software frameworks from Apache Software Foundation that are used to manage ‘Big Data’. There is no particular threshold size which classi...
Causality – The Next Most Important Thing in AI/ML
Summary: Finally there are tools that let us transcend ‘correlation is not causation’ and identify true causal factors and their relative strengths in our models....
Some Fun with Gentle Chaos, the Golden Ratio, and Stochastic Number Theory
So many fascinating and deep results have been written about the number (1 + SQRT(5)) / 2 and its related sequence – the Fibonacci numbers – that it would tak...
How Industrial IoT is Shaping the Modern World?
The world has taken several leaps in the technical aspects in the past few years. This has resulted in tremendous growth for the entire globe. With proper modes of commun...
Unsolved Problems in Machine Learning
Quora contribution written by Chomba Bupe. I am actually not even aware of any machine learning (ML) problem that is considered to have been solved recently or in the pas...
Reinforcement Learning Explained: Overview, Comparisons and Applications in Business
Imagine you’re completing a mission in a computer game. Maybe you’re going through a military depot to find a secret weapon. You get points for the right actions (kil...
Maximizing Sales with Market Basket Analysis
Sales data analyses can provide a wealth of insights for any business but rarely is it made available to the public. In 2018, however, a retail chain provided Black Frida...
Understanding Greedy Classifiers with a Real-World Example
The diverse fields in which machine learning has proven its worth is nothing short of amazing. At the heart of machine learning are the various algorithms it employs to c...
An Overview of Microsoft’s Network-Based Interconnect
Learn about Microsoft’s network architecture and products in this article by Florian Klaffenbach, a technology solution professional at Microsoft who is a well-know...