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..

towardsdatascience.com 43 minutes ago

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…

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…

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…

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

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…

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.

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…

How to Choose the Right Colors for Data Visualizations

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…