AndreaManeroBastin

This article was written by James Le. Some examples of tasks best solved by machine learning include: Recognizing patterns: Objects in real scenes, Facial identities… Read More »Top 10 Neural Network Architectures

Quora contribution written by Chomba Bupe. I am actually not even aware of any machine learning (ML) problem that is considered to have been solved… Read More »Unsolved Problems in Machine Learning

This article was written by James Loy.   Update: When I wrote this article a year ago, I did not expect it to be thispopular. Since… Read More »How to build your own Neural Network from scratch in Python

This article was written by Michael Grogan. It is often the case that a dataset contains significant outliers – or observations that are significantly out… Read More »Robust Regressions: Dealing with Outliers

This article was written by Datapred.   In a previous post, we explained the concept of cross-validation for time series, aka backtesting, and why proper backtests matter… Read More »Advanced cross-validation tips for time series

This article, written by the Facebook research team, was written by Ben Letham, Brian Karrer, Guilherme Ottoni and Eytan Bakshy. It features some of the… Read More »Efficient Tuning of Online Systems Using Bayesian Optimization

This article was written by Krishna Kumar Mahto.  So, three days into SVM, I was 40% frustrated, 30% restless, 20% irritated and 100% inefficient in… Read More »Demystifying the Math of Support Vector Machines (SVM)

This article was written by Jason Brownlee.  Artificial neural networks have two main hyperparameters that control the architecture or topology of the network: the number… Read More »How to Configure the Number of Layers and Nodes in a Neural Network

This article was written by Enda Ridge. Data Scientists need to communicate without jargon so customers understand, believe and care about their recommendations. Here is a… Read More »Data Science Jargon Explained to the Layman