Category: Data Science

The Azure Machine Learning Designer

At MS Ignite this year, Azure Machine Learning Designer went GA, which is the next generation of the classic Azure ML Studio. Although it is quite similar to its...

Understanding Precision and Recall

Classification is one of the most widely used supervised Machine Learning technique. In classification, the target variable takes a limited set of values. For this...

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...

Why Databricks is gaining popularity?

In February 2020, Gartner released its magic chart for Data Science. A pleasant surprise, however, was to see Databricks amongst the leaders. Interestingly, it made a...

Who are ML Engineers?

The Harvard Business Review article ‘Data Scientist: The Sexiest Job of the 21st Century‘ created a ripple across the industry. Naturally, everyone began...

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...