SQL serves as a versatile language for data manipulation, dating back to 1970s. Its popularity has raised because of its declarative nature and who aren’t programmers can decipher SQL queries and ...

In the world of big data and data everywhere, streaming ETL is becoming increasingly prevalent. Winter may be on the horizon, but so is an avalanche of data. Yet, fear not, for there’s a new cha...

Unlocking the true potential of Apache Spark in production environments has been a quest for many data engineers. While platforms like Databricks offer a seamless experience for cluster creation an...

Welcome to an exciting adventure where we embark on a journey of transforming a chaotic tangle of notebook code into sleek. In this blog, we’ll dive into the fascinating world of productionizing a ...

Welcome to the world of AI and Big Data, where humans and machines work together to unravel the mysteries hidden within vast amounts of information. But don’t worry, we’re not here to replace you w...

In this post, we will explore the wonderful world of Large Language Models (LLMs) and their potential for building innovative applications! As we dive into the realm of LLMs, like the battle for t...

Once upon a time, there was a kingdom called Data Land ruled by a king named MadSecurity. The King loved his subjects dearly and wanted to make sure they had access to all the data in his kingdom. ...

Have you ever tried to explain something complex to a friend? Well, that’s kind of what autoencoders do - they take a big, complicated set of data and try to simplify it into a smaller, more mana...

Hyperparameters Have you ever tried tuning hyperparameters on a deep learning model? Finding the best hyperparameters is like find the right combination of parts and features that will make it run...

Data warehouse vs Data Lake Data lakes exist in response to the high limitations of data warehouses. While DW provide highly performant and scalable analytics, they are expensive and can’t han...