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Model Perspective
Model Perspective
Oct 15, 2022 · Fundamentals

Understanding Probability Distributions: From Gaussian Curves to Bayesian Modeling

This article explains the concept of probability distributions, describes the Gaussian (normal) distribution with its parameters, demonstrates how to visualize it using Python code, and discusses random variables, independence, and real‑world examples such as atmospheric CO₂ time‑series data.

Bayesian inferenceGaussianProbability Distribution
0 likes · 6 min read
Understanding Probability Distributions: From Gaussian Curves to Bayesian Modeling
DataFunTalk
DataFunTalk
Sep 4, 2019 · Artificial Intelligence

Didi’s “Guess Where You’re Going” Feature: Product Benefits and Bayesian Gaussian Modeling

The article examines Didi’s “Guess Where You’re Going” feature, describing its product benefits, the contextual data used, and a simple Bayesian Gaussian model that predicts a user’s destination based on time, departure location, and weekday, while also discussing its limitations and potential improvements.

DidiGaussianbayesian
0 likes · 7 min read
Didi’s “Guess Where You’re Going” Feature: Product Benefits and Bayesian Gaussian Modeling