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Evolution of Business Decision Making – From Humans to AI Driven

Practical life is all about Decisions. Often, we are at crossroads, and we need to decide about the next course of action. This is truer in the business world, where...

Elements of a Data Science practice

For a successful Machine Learning or Data Science practice, the following elements are key: Business Case Quality Data Skilled Teams Technology Risk Management Business...

Log Loss as a performance metric

Introduction to Log Loss Whenever we talk about performance metrics of the classification Machine Learning algorithms, the following names come to our mind: Accuracy...

AI in Analytics vs AI in Automation

I was talking to a business leader once. I asked him, “What’s the biggest challenge with the young professionals in AI?” The answer was,...

Knowing when to consider Machine Learning

A Data Scientist is the one who not only knows how to use machine learning but the one who knows when to avoid it. Today, I will stand on the shoulder of a giant i.e....