Category: Data Science
Cumulative Distribution in Azure Databricks
Imagine that you receive a requirement to calculate the aggregations like average on a range of percentiles and quartiles, for a given dataset. There are two ways to...
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....
Nuances of identifying Palindrome with Python Strings
One of the introductory examples in the world of programming the algorithm to identify Palindrome strings. Being the most widely used language, python is no exception to...
Is Artificial Intelligence a threat to Software Engineers?
The fear of the singularity Every threat is an opportunity The Forbes magazine article Software Ate The World, Now AI Is Eating Software reminded me of the movie...
Azure Machine Learning Visual Interface
Prologue: The Azure Machine Learning family Data Science process entails data extraction, data preparation, modeling, training, testing and evaluation, deployment etc....
Motivating Data Science with Azure Machine Learning Studio
Curve Fitting Although Azure Machine Learning Studio is a great tool, it is basically a means to an end viz. Machine Learning. Before we dive into the new incarnation of...
An Introduction to Azure IoT with Machine Learning
Motivating Azure IoT Before we dive into Azure IoT, we need to understand the significance of IoT. There was a time when the word ‘interaction’ was...