Daily update | 19 December, 2021

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Medium


A better way to browse the web for data practitioners

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Author: Laetitia Carle
Claps: 156
Source: artificial-intelligence
Description: What if you didn’t have to open 30 tabs every time you were trying to find content online?


How to Speed Up XGBoost Model Training

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Author: Michael Galarnyk
Claps: 107
Source: machine-learning
Description: Gradient boosting algorithms are widely used in supervised learning. While they are powerful, they can take a long time to train. Extreme…


Why You Should Start Using Pathlib As An Alternative To the OS Module

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Author: Ahmed Besbes
Claps: 78
Source: data-science
Description: First reason: object-oriented programming


Become a Data Scientist in 2022: A Practical 52-Week Course

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Author: Frank Andrade
Claps: 66
Source: data-science
Description: A complete data science course that covers statistics, SQL, Python, math, and more


How Data Scientists Deal with the Unknown

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Author: TDS Editors
Claps: 61
Source: machine-learning
Description: Our weekly selection of must-read Editors’ Picks and original features

StackExchange


Why are Ratios "Dangerous" in Statistical Modelling?

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Source: stats
Views: 147
Score: 9
Tags: regression probability distributions normal-distribution model


Why Are Empirical Bayes Methods Not Considered "Controversial"?

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Source: stats
Views: 45
Score: 4
Tags: bayesian prior empirical-bayes


Performance Metrics for Classification Models with an Ordinal Response Variable

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Source: stats
Views: 18
Score: 2
Tags: classification categorical-data predictive-models ordinal-data accuracy


How are copulas used in the real world?

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Source: stats
Views: 32
Score: 2
Tags: probability distributions conditional-probability markov-chain-montecarlo copula


In Bayesian models, can you use Uniform(-inf, inf) as a prior?

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Source: stats
Views: 23
Score: 2
Tags: bayesian prior uniform-distribution metropolis-hastings

The End