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..
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…
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…
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…
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…
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
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…
From a Beginner Perspective: Understanding Visualization & Building charts with Tableau. Understand the context of Visualization and build a dashboard with Tableau.
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…
In essence, what is a graph made of? Shapes, lines and bars, probably. Some text elements, definitely. Figures, maybe. But most importantly: colors. Whether you choose a black and white design or a…
