AI & Data Intelligence Blog

What Is Overfitting in Machine Learning, and How Can It Be Prevented?

In general, overfitting refers to the use of a data set that is too closely aligned to a specific training…

Mar 23, 2022 Yves Mulkers 1.8M views 3 min read

The Opposite Of Snowflake: Analytics Without The Data Warehouse

As we have pointed out before, large enterprises have to deal with a different kind of scale issue than the…

Feb 17, 2022 Yves Mulkers 37M views 4 min read

Building A Lakehouse Datastore Like Uber

In the IT world, solving one gnarly problem can lead to greater complexities down the road. Each incremental step can…

Feb 17, 2022 Yves Mulkers 68M views 3 min read

Can We Say Goodbye to Data Silos?

The biggest headache in big data, arguably, is the proliferation of data silos and the need to integrate them. We…

Feb 14, 2022 Yves Mulkers 78M views 4 min read

What Is A Data Lakehouse? A Super-Simple Explanation For Anyone

First, there was a data warehouse – an information storage architecture that allowed structured data to be archived for specific…

Jan 28, 2022 Yves Mulkers 47M views 3 min read

Managing Semi-Structured Analytics Through Warehouse Tools

The amount of data available in the world at this point in time is enormous. With companies developing various new…

Jan 19, 2022 Yves Mulkers 37M views 3 min read

Data is Just the First Step

“It’s a capital mistake to theorize before one has data”: Sherlock Holmes We all think we’re using data to make…

Jan 14, 2022 Yves Mulkers 70M views 4 min read

You’ve Been Warned–Bad Data Models are Capable of Destroying Companies

The field of data science has already delivered incredible results in finding business problems and creating models which generate market…

Dec 2, 2021 Yves Mulkers 58M views 3 min read

Database-As-A-Service – Are You In The Cloud?

“To cloud or not to cloud” sounds kind of Shakespearean in tone and is a legitimate question every IT organization…

Nov 21, 2021 Yves Mulkers 69M views 4 min read

Will the Real “Modern Data Stack” Please Stand Up?

Over the past few years the “modern data stack” has entered the vernacular of the data world, describing a standardized,…

Nov 14, 2021 Yves Mulkers 68M views 4 min read