Funny: Medical Diagnostic and Treatment Algorithm – IBM Watson
Interesting cartoon featuring the decision tree used in medical diagnosis. To see other cartoons about data science, follow this link....
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Frequencies in Pandas Redux
A little less than a year ago, I posted a blog on generating multivariate frequencies with the Python Pandas data management library, at the same time showcasing Pyt...
What is Augmented Analytics and Can it Add Value to Business Intelligence?
The Merriam-Webster dictionary defines the word ‘augment’ this way: ‘to make greater, more numerous, larger or more intense’. If you are wondering...
Free book – learn azure in a month of lunches – covering Cloud, AI, devops etc
At the Data Science for IoT course at the University of Oxford – I have been working on a strategy implementing Artificial Intelligence holistically on the Cloud and...
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. ...
What my first Silver Medal taught me about Text Classification and Kaggle in general?
Kaggle is an excellent place for learning. And I learned a lot of things from the recently concluded competition on Quora Insincere questions classification in which I go...
What is the Difference Between AI and Machine Learning
Artificial Intelligence and Machine Learning have empowered our lives to a large extent. The number of advancements made in this space has revolutionized our society and ...
34 Great Articles and Tutorials on Clustering
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
“Please, explain.” Interpretability of black-box machine learning models
In February 2019 Polish government added an amendment to a banking law that gives a customer a right to receive an explanation in case of a negative credit decision. It�...
5 Dimensions to Consider for Governments Turning to AI
Artificial Intelligence might not be the newest entrant in smart technology but, its redefined usage is. It has recently gained mass popularity. Now, it is being accepted...