Koalas Dataframe plotting powered by Plotly
In Data Science, Exploratory Data Analysis is an essential process. And as they say, a picture is better than thousand words, visual tools play a key role in...
Migrating from Azure Databricks to Azure Synapse Analytics
In the changing landscape of technology, new tools emerge. Azure Databricks has been a prominent option for end-to-end analytics in the Microsoft Azure stack. In 2019,...
Connect to Azure Storage from Azure Data Factory Integration runtime within Managed Virtual Network
We wrote an article introducing this feature when it was newly announced last year. In case you haven’t read it, here is the article link: Azure Data Factory...
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 in AI?” The answer was,...
A look at Differential Privacy
AI is a superpower. And with power comes responsibility. This takes us into the domain of Responsible AI. In 2016, Microsoft released a bot named Tay on Twitter....
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. So, 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 you can simply export the ARM template from Azure Data Factory and import it into Azure Synapse?...