Posts

Principles of singular value decomposition Mar 31, 2023
Fundamentals of Kullback-Leibler divergence Nov 10, 2022
Language models and text generation using LSTMs Aug 23, 2022
Final data trends in the Premier League (’21-’22) Jun 8, 2022
L1, L2 norms and regularized linear models May 30, 2022
Feature selection using recursive feature elimination in Python Mar 10, 2022
Visualizing the gradient descent in R Feb 22, 2022
Data trends in the Premier League season so far (2021-2022) Jan 13, 2022
A data-driven look at Inter Milan’s title-winning season Nov 10, 2021
Streamlining machine learning projects with caret Oct 29, 2021
Precision, recall, and decision functions in classifier models Aug 5, 2021
ANOVA and linear regression: same but different May 30, 2021
A brief look into the 2020-2021 Premier League Season May 27, 2021
Random Forests in R: bootstrapping and aggregating Apr 24, 2021
We made an app using WxPython! Mar 22, 2021
Natural Language Processing with Tensorflow, Keras Mar 15, 2021
Building a neural network with TensorFlow and Keras Dec 27, 2020
Understanding PCA Jun 20, 2020
Toolbox for frequently used UNIX commands Jun 16, 2020
Numbers Behind the Game: Canucks @ Habs (2/25/2020) Feb 20, 2020