Category: Information Systems
The discipline(s) of Machine Learning Engineering
Before we dive into the discipline of Machine Learning Engineering, let’s see the below diagram from Google’s seminal paper called Hidden Technical Debt in...
Mind over Data – Towards Causality in AI
Data Centric AI vs Model Centric AI The structure of modern applied AI stands on the bricks of data. For a good AI/ML practice, a solid data practice is the key. This...
A must have trait in a Data Scientist
What is the most important trait/skill a Data Scientist must have? This question does rounds all over the information technology world these days. And answers may be...
Fast data loading from Pandas Dataframe to Azure SQL Database
Writing pandas data frames to an Azure SQL database either requires you to use a cursor or the SQL Alchemy library(particularly, we use the to_sql function). However,...
Azure Databricks source in PowerBI
Microsoft PowerBI is a great tool for Data Visualization. It can connect to a variety of sources. However, databases remain a popular data source. But, what if you...
Overview of the exam DP-900 : Azure Data Fundamentals
Motivating DP-900 : Azure Data Fundamentals Data Engineering is one of the fastest growing career opportunity for people aspiring a career in machine learning and AI....
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...
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?...
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,...
Building Analytical System on Azure Data Lake Gen2
We live in the world of Big Data and Analytics. It’s a fast-changing world with new technologies emerging at a fast pace. This pace has increased considerably with...