List: Machine Learning | Curated by João Renato

Feb 3, 2025
63 stories
Machine Learning
In
TDS Archive
by
Tobias Cabanski
Build a Decision Tree in Polars from ScratchExplore decision trees with polars backend
Jan 27
Jan 27
In
Towards AI
by
Shenggang Li
PCA and Neural Networks: Bridging Linear Autoencoders, Non-Linear Extensions, and Attention…Exploring PCA’s Role in Autoencoders and Attention through Mathematical Proofs and Innovations
Dec 21, 2024
4
Dec 21, 2024
4
In
TDS Archive
by
Volker Janz
A Definitive Guide to Using BigQuery EfficientlyMake the most out of your BigQuery usage, burn data rather than money to create real value with some practical techniques.
Mar 3, 2024
6
Mar 3, 2024
6
In
TDS Archive
by
Chitta Ranjan
Estimating Non-linear Correlation in RIn this post, we will learn about using a nonlinear correlation estimation function in R. We will also look at some of its use cases.
Apr 19, 2019
6
Apr 19, 2019
6
In
Peter Flom — The Blog
by
Peter Flom
Should ANOVA be abandoned?What is ANOVA?
Sep 4, 2023
9
Sep 4, 2023
9
In
Peter Flom — The Blog
by
Peter Flom
Why (and when) you should keep non-significant covariates in your regression modelThere are reasons to keep covariates and reasons to drop covariates. Statistical significance should not be a key factor, in the vast…
Nov 16, 2023
Nov 16, 2023
In
TDS Archive
by
Peter Flom
Stopping stepwise: Why stepwise selection is bad and what you should use insteadThis is crossposted from my statistics site: www.StatisticalAnalysisConsulting.com
Sep 23, 2018
3
Sep 23, 2018
3
In
TDS Archive
by
Matthew Turk
How to Forecast Time Series Data using any Supervised Learning ModelFeaturizing time series data into a standard tabular format for classical ML models and improving accuracy using AutoML
Feb 22, 2024
14
Feb 22, 2024
14
In
Towards AI
by
Abhinav Kimothi
Generative AI Terminology — An evolving taxonomy to get you startedBeing new to the world of Generative AI, one can feel a little overwhelmed by the jargon. I’ve been asked many times about common terms…
Jan 30, 2024
8
Jan 30, 2024
8
Peter Keates
Révolutionner la croissance des entreprises : La synergie du Growth Hacking, de l’intelligence…Dans le monde des affaires en constante évolution, il est essentiel pour les entreprises de trouver des moyens innovants de stimuler leur…
Jan 27, 2024
Jan 27, 2024
Peter Keates
Les avantages de l’intégration de l’IA générative dans votre entrepriseL’intégration de l’intelligence artificielle générative (IA) dans votre entreprise offre de nombreux avantages qui peuvent améliorer…
Jan 31, 2024
Jan 31, 2024
Cassie Kozyrkov
Why Data Will Disappoint YouData expectations haven’t caught up to data economics
Sep 27, 2023
10
Sep 27, 2023
10
In
TDS Archive
by
Cassie Kozyrkov
Statistics for people in a hurryHere’s the audio version of the article, read for you by the author:
May 29, 2018
32
May 29, 2018
32
In
TDS Archive
by
Georgi Georgiev
What Can Be Learned From 1,001 A/B Tests?A meta-analysis with insights into test duration, sample size, lift, power, confidence thresholds, and the performance of sequential tests.
Oct 18, 2022
1
Oct 18, 2022
1
Cassie Kozyrkov
How to Use the MSE in Data ScienceMean squared error (MSE) for performance evaluation and optimization
Jul 8, 2022
2
Jul 8, 2022
2
In
TDS Archive
by
Cassie Kozyrkov
The ultimate guide to starting AIA step-by-step overview of how to begin your project
Oct 19, 2018
9
Oct 19, 2018
9
In
TDS Archive
by
Terence Shin, MSc, MBA
All Machine Learning Algorithms You Should Know in 2022Intuitive explanations of the most popular machine learning models
Nov 4, 2021
16
Nov 4, 2021
16
Marianna
Logistic Regression ExplainedLogistic Regression is a machine learning algorithm that despite of its name is used for classification tasks.
Nov 6, 2019
Nov 6, 2019
Marianna
Best ML Github Repos To CheckoutOnce in a while every data scientist needs some inspiration. Or maybe you just want to learn new things or to see what’s going on in the…
Oct 9, 2021
Oct 9, 2021
In
TDS Archive
by
Aliaksei Mikhailiuk
Nine tools I wish I mastered before my PhD in Machine LearningWhether you are building a start up or making scientific breakthroughs these tools will bring your ML pipeline to the next level.
Aug 26, 2021
28
Aug 26, 2021
28