Insights

Blog

Tutorials, research write-ups, and behind-the-scenes from our team.

Blog posts

What Makes a Useful Representation? Geometry, Factors, Relations, and Abstraction in Machine Learning
Research

What Makes a Useful Representation? Geometry, Factors, Relations, and Abstraction in Machine Learning

Read
Books - Unsplash

Mathematics and Statistics for Computer Science and Engineering Students

Read
Roadmap to Data Science
Guide

Roadmap to Data Science

Read
Self supervised learning: non-contrastive

Self supervised learning: non-contrastive

Read
Self supervised learning – Contrastive loss

Self supervised learning – Contrastive loss

Read
Intro to Artificial Intelligence
Guide

Introductory slides on AI (and ML) used in our introduction to AI course

Read
Topics in Linear Algebra for Data Analysis

Topics in Linear Algebra for Data Analysis

Read
Creating An Open-AI Gym Like Environment For Bangladeshi Game Shologuti Using Unity 3D And MLAgents

Creating An Open-AI Gym Like Environment For Bangladeshi Game Shologuti Using Unity 3D And MLAgents

Read
Do Computer Scientists need to “Learn” Calculus of Variations?

Do Computer Scientists need to “Learn” Calculus of Variations?

Read
ACM SIGCHI WINTER SCHOOL, 2024

ACM SIGCHI WINTER SCHOOL, 2024

Read
Markov Random Field

Markov Random Field

Read
Gaussian Process Regression

Gaussian Process Regression

Read