AI & Data Intelligence Blog

What is the Team Data Science Process?

The Team Data Science Process (TDSP) is an agile, iterative data science methodology to deliver predictive analytics solutions and intelligent…

Jul 24, 2022 Yves Mulkers 34M views 3 min read

Want To Be AI-First? You Need To Be Data-First.

Those that implement AI and Machine Learning project learn quickly that machine learning projects are not application development projects. Much…

Feb 3, 2020 Yves Mulkers 107M views 4 min read

The Difference Between Managing Large and Small Data Science Teams

As advanced analytics and data science have matured into must-have skills, data science groups within large companies have themselves become…

Jul 17, 2019 Yves Mulkers 58M views 4 min read

Azure Team Data Science Process overview

The Team Data Science Process (TDSP) is an agile, iterative data science methodology to deliver predictive analytics solutions and intelligent…

Sep 8, 2017 Yves Mulkers 56M views 3 min read

How to Build a Data Science Pipeline

Start with y. Concentrate on formalizing the predictive problem, building the workflow, and turning it into production rather than optimizing…

Jul 17, 2017 Yves Mulkers 118M views 3 min read

7 Steps to Mastering Data Preparation with Python

Follow these 7 steps for mastering data preparation, covering the concepts, the individual tasks, as well as different approaches to…

Jun 14, 2017 Yves Mulkers 150M views 3 min read

A to Z of Analytics

Digital Transformation, Big Data, Analytics, IoT, Mobility, Cloud are the hottest terms around, with lot of confusion even in matured…

Apr 17, 2017 Yves Mulkers 102M views 3 min read

4 Things Every Business Analyst Should Know About the World of Data

You must have heard of Big Data, Data Science, Business Intelligence, Data Driven. Maybe not. What do all these cool…

Apr 15, 2017 Yves Mulkers 50M views 3 min read

How to start a data analytics project in manufacturing

The topic of data analytics is as much hyped as it is questioned – the spectrum of opinion ranges from…

Feb 13, 2017 Yves Mulkers 43M views 3 min read

The data science project lifecycle

How does the typical data science project life-cycle look like? This post looks at practical aspects of implementing data science…

Nov 19, 2016 Yves Mulkers 130M views 2 min read