List: 💸 Free Stories | Curated by Diego Unzueta

Mar 29, 2022
13 stories
💸 Free Storiesby Diego Unzueta
In
Geek Culture
by
Diego Unzueta
Analysis of Synthetic Hotel Data in SpainWhat does a Scraping Project Look Like?
Mar 29, 2022
Mar 29, 2022
In
TDS Archive
by
Diego Unzueta
Differentiable Generator Networks: an IntroductionAn introduction to VAEs, GANs and their challenges
Oct 21, 2021
1
Oct 21, 2021
1
In
TDS Archive
by
Diego Unzueta
Reinforcement Learning Applied to the Mountain Car ProblemHow I Taught a Machine to Play this Simple Video-Game
Feb 3, 2022
Feb 3, 2022
In
TDS Archive
by
Diego Unzueta
How GANs Learn: A Simple IntroductionHow Generative Adversarial Networks (GANs) learn, theory and application
Nov 1, 2021
Nov 1, 2021
In
TDS Archive
by
Diego Unzueta
VAEs: Indirect Sampling from Latent Image DistributionGenerating Image Data with Variational Auto Encoders
Oct 11, 2021
Oct 11, 2021
In
Geek Culture
by
Diego Unzueta
Tesla is About to Solve Autonomy, This is HowTesla’s massive advantage in data and technology; their fascinating autopilot capabilities
Oct 6, 2021
2
Oct 6, 2021
2
In
TDS Archive
by
Diego Unzueta
MCMC: A Visual IntroductionTwo basic sampling algorithms visually explained
Oct 5, 2021
2
Oct 5, 2021
2
In
TDS Archive
by
Diego Unzueta
The Secret Behind Neural NetworksWhy neural networks are actually direct estimators of the posterior probability
Sep 21, 2021
Sep 21, 2021
In
TDS Archive
by
Diego Unzueta
Bayes’ Theorem, the Core of Machine LearningAn example of Bayes’ theorem and its importance
Sep 21, 2021
1
Sep 21, 2021
1
In
TDS Archive
by
Diego Unzueta
Drawing out the Posterior Probability Surface of a Gaussian ClassifierGaussian Classifiers, exploring the effect of covariance and priors on the posterior probability surface
Sep 20, 2021
Sep 20, 2021
In
TDS Archive
by
Diego Unzueta
Equivalence of Regularised Least Squares and Maximising the Posterior Probability Function
Sep 17, 2021
Sep 17, 2021
In
TDS Archive
by
Diego Unzueta
Derivation of Least Squares Regressor and ClassifierA basic but powerful classifier and regressor, their derivations and why they work
Sep 17, 2021
1
Sep 17, 2021
1
In
TDS Archive
by
Diego Unzueta
Where Online Learning Outperforms Conventional Models: How Recursive Least Squares WorksA simple model that learns on the fly updating its weights as new data comes in.
Sep 17, 2021
1
Sep 17, 2021
1