Rohit PandeyinTowards Data ScienceAn Open Source Database for Eclipse ChasersMotivation for open dataApr 14Apr 14
Rohit PandeyinTowards Data ScienceAdding Temporal Resiliency to Data Science ApplicationsCan our applications reap the reliability benefit of redundancy without spending any money on redundant resources?Mar 263Mar 263
Rohit PandeyinDataDrivenInvestorThe math of your mortgageConcepts from probability theory like memory-less and the Markovian property apply perfectly.Feb 27Feb 27
Rohit PandeyinTowards Data ScienceA Bird’s-Eye View of Linear Algebra: Rank-Nullity and Why Row Rank Equals Column RankWhy should the number of independent row vectors precisely equal the number of independent column vectors for all matrices?Jan 301Jan 301
Rohit PandeyinTowards Data ScienceDiffusion Models: Midjourney, Dall-E Reverse Time to Generate Images from PromptsWe have AI, physics, thermodynamics, probability, beautiful images AND time travel? What are you waiting for.Jan 92Jan 92
Rohit PandeyinTowards Data ScienceA Bird’s Eye View of Linear Algebra: Systems of Equations, Linear Regression, and Neural NetworksThe humble matrix multiplication along with its inverse is almost exclusively what’s going on in many simple ML modelsDec 28, 20232Dec 28, 20232
Rohit PandeyBalloon ride over probability: a drunk man comes home but a balloon does not (proof)A drunk man taking random steps keeps coming home. But a drunk bird taking random steps is never heard from again.Dec 5, 2023Dec 5, 2023
Rohit PandeyinTowards Data ScienceA Birds-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?Why should the columns of the first matrix match the rows of the second? Why not have the rows of both match?Nov 23, 20235Nov 23, 20235
Rohit PandeyinTowards Data ScienceA bird’s eye view of linear algebra: The measure of a map — determinantWe think basis-free, we write basis-free, but when the chips are down we close the door and compute with matrices like fury.Nov 5, 20235Nov 5, 20235