Prasad Kulkarni

I am a Data Analytics professional with 5+ years of experience.

Machine Learning Deployment Strategies

A survey said that only one of eight Machine Learning models gets to production. This usually happens because of bad problem definition. We have dealt with that topic in...

How to detect Data Drift in Azure Machine Learning

This is the age of AI. Hence, you want to automate a certain business process, let’s say, for instance, email classification.┬áSo, you have built a Machine...

Automated updation of Power BI Data Source Credentials

They say that Data is the new oil. What they mean is that nowadays, data is currency. Hence, going by the human tendency, there will attempt to steal data (popularly...

Why is it good to do Feature Transforms for Deep Neural Networks?

Since 2012, Deep Learning has exploded and has become synonymous with the term Artificial Intelligence and fairly so. Deep Neural Networks achieve tasks with remarkable...

Migrating from Azure Data Factory to Azure Synapse Integration

Did you think that it’s straightforward? I mean, did you think that you can simply export the ARM template from Azure Data Factory and import it into Azure...

Nuances of Defining the Goal in Machine Learning Life Cycle

Since the emergence of the age of Data Science, Machine Learning has become a full-fledged discipline. Similar to Software Development, even Machine Learning has...

Running SQL queries in Azure Data Factory

SQL is the backbone information science/technology. From a transactional database to data warehouse systems to modern big data analytics, none can escape SQL. Hence,...

Overview of the exam AI-900 : Azure AI Fundamentals

Motivating Azure AI Fundamentals With the explosion of data and computing, Machine Learning and Deep Learning have become the cornerstone of modern information systems....

Machine Learning and Human Learning

The funny thing about machine learning is that it closely seems to mimic human-learning algorithms which when studied closely(by a human:), could help him to learn even...

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...