6 Things You Did Not Learn In Your Data Science Course

Data science is a massive topic in its own right, which takes a lot of time to grasp, let alone master. So, not surprisingly, many universities and educational institutions now offer specialized data…

Modern Data Stack Conference (MDSCON) 2021: The Top 5 Takeaways You Should Know

A few weeks ago, Fivetran hosted the Modern Data Stack Conference (MDSCON) 2021, a virtual conference to empower data-driven decisions that transform businesses, teams, and careers. We at Atlan were…

Is There a Feature Store Over the Rainbow?

Wading through the options of any tool in a burgeoning SaaS vertical reminds me of that song from The Wizard of Oz — Over the Rainbow — originally sung by Judy Garland yet covered to perfection by…

Picking an explainability technique

ML Model Explainability (sometimes referred to as Model Interpretability or ML Model Transparency) is a fundamental pillar of AI Quality. It is impossible to trust a machine learning model without…

When to Avoid Deep Learning

Stop using Deep Learning as a Data Scientist. Here is why and when: use other machine learning algorithms instead, random forest, small data/budget, feature

3 Lessons I Learned From The Hard Way As A Data Scientist

I started to learn data science about 3 years ago and it took me about 2 years to land my first job as a data scientist. I have been writing on Medium since the very first days of my data science…

Understand Generalized Linear Models, and How It Relates to Linear, Logistic and Poisson…

Understand Generalized Linear Models, and How It Relates to Linear, Logistic and Poisson Regression. Never again confuse linear regression with generalized linear regression and walk away with crystal clarity..

From a Beginner Perspective: Understanding Visualization & Building charts with Tableau

From a Beginner Perspective: Understanding Visualization & Building charts with Tableau. Understand the context of Visualization and build a dashboard with Tableau.

Fuzzy Integral: A deep dive into data fusion

The Fuzzy Integral is a powerful, lesser-known data fusion technique. I’ve spent the last seven years researching its many properties. This post introduces and explores the basic mechanics of the…