Tag: data science
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....