AI & Data Intelligence Blog

Software engineering estimates are garbage

That’s not because companies are using the wrong methods or tools. Work-breakdown structure or analogy-based? Mechanical or judgmental combination? Function,…

Jun 19, 2022 Yves Mulkers 71M views 4 min read

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

Five Ways Artificial Intelligence Is Changing The Water Industry

One of the biggest issues that India faces in water distribution and storage is that of water leakage AI also…

Apr 1, 2021 Yves Mulkers 16M views 3 min read

4 Industries in Which Synthetic Data Has Increased the Impact of AI

Step by step, AI has been permeating virtually every application we use. From consumer-facing interactions to more advanced predictive B2B analytics, AI…

Mar 18, 2021 Yves Mulkers 20M views 3 min read

The Data Science Interview Study Guide

Data science interviews, like other technical interviews, require plenty of preparation. There are a number of subjects that need to…

Aug 17, 2020 Yves Mulkers 79M views 2 min read

AI for revenue growth: using ML to drive more valuable pricing

Pricing optimization is a powerful lever for revenue growth, yet it’s too often put in the too-hard basket by too…

Aug 11, 2020 Yves Mulkers 67M views 3 min read

The 10 Algorithms Data Scientist must have to Know.

Machine Learning Practitioners have different personalities. While some of them are “I am an expert in X and X can…

Dec 24, 2019 Yves Mulkers 97M views 4 min read

4 Reasons Your Machine Learning Model is Wrong (and How to Fix It)

This post presents some common scenarios where a seemingly good machine learning model may still be wrong, along with a…

Sep 19, 2018 Yves Mulkers 52M views 3 min read

10 Machine Learning Algorithms You Should Know to Become a Data Scientist

Machine learning practitioners have different personalities. While some of them are “I am an expert in X and X can…

Mar 26, 2018 Yves Mulkers 110M views 4 min read

4 Pain Points of Big Data

Big data analytics is an amazing tool at the epicenter of the digital revolution. But it’s not foolproof. Here’s how…

Nov 14, 2017 Yves Mulkers 43M views 4 min read