Jorge Leonel – Medium

Jorge Leonel

Jorge Leonel

Decision Trees

Decision tree is a type of supervised learning algorithm (having a pre-defined target variable). Trees are typically used in…

Dec 3, 2019

Decision Trees

Dec 3, 2019

Jorge Leonel

Clustering

Clustering is the task of dividing data points into groups, such that data points in the same groups are more similar to other data points…

Nov 3, 2019

Clustering

Nov 3, 2019

Jorge Leonel

Logistic Regression

Logistic Regression is a supervised learning Classification algorithm, usually deployed to predict a binary outcome (1 / 0, Yes / No, True…

Oct 27, 2019

Logistic Regression

Oct 27, 2019

Jorge Leonel

Classification Methods in Machine Learning

Classification is a supervised machine learning approach, in which the algorithm learns from the data input provided to it — and then uses…

Oct 9, 2019

Classification Methods in Machine Learning

Oct 9, 2019

Jorge Leonel

Artificial Intelligence

AI (Artificial Intelligence) can be loosely defined as the study and design of intelligent agents — where an intelligent agent is a system…

Oct 4, 2019

Artificial Intelligence

Oct 4, 2019

Jorge Leonel

Bias / Variance in Machine Learning

The goal of supervised machine learning (ML) algos is to estimate the mapping function (f) for the output variable (Y), given input data…

Mar 31, 2019

Bias / Variance in Machine Learning

Mar 31, 2019

Jorge Leonel

Multilayer Perceptron

We've seen here that the Perceptron, that neural network whose name evokes how the future looked from the perspective of the 1950s, is a…

Oct 29, 2018

Multilayer Perceptron

Oct 29, 2018

Jorge Leonel

Activation Functions

Activation Functions are decision making units of neural networks. They calculate net output of a neural node.

Oct 24, 2018

Activation Functions

Oct 24, 2018

Jorge Leonel

Backpropagation

Backpropagation is a commonly used method for training artificial neural networks, especially deep neural networks. Backpropagation is…

Oct 5, 2018

Backpropagation

Oct 5, 2018

Jorge Leonel

Linear Regression

What is Linear Regression?

Jul 10, 2018

Linear Regression

Jul 10, 2018

Jorge Leonel

Jorge Leonel

tech strategy/bizdev exec in latam. loves rocknroll, books, squash, movies, travels, scifi, math/physics, AI, and good coffee above all :)

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