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. ...
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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...
AI/ML Lessons for Creating a Platform Strategy – Part 2
Summary: McKinsey says platform companies will represent 30% of global business revenue by next year (2020). In Part 1 of this article we started to lay out some impo...
No Matter What You Call It, It’s all the Same Thing
Summary: A little history lesson about all the different names by which the field of data science has been called, and why, whatever you call it, it’s all the same th...
Creating Autonomous Entities: Optimizing Systems of Subsystems
I continue to be infatuated with the potential of autonomous entities that self-monitor, self-diagnose, self-fix and self-learn without human intervention. The vision o...
Impact of Hybrid Cloud on the AI Driven Future Enterprise
The cloud is one of the quickest and most rapidly growing deployment options for businesses around the globe. With the recent surge toward intelligent enterprises, we’r...