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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?” 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....