Random Forests(r), Explained

[unable to retrieve full-text content]Random Forest, one of the most popular and powerful ensemble method used today in Machine Learning. This post is an introduction to such algorithm and provides a brief overview of its inner workings.
Original Post: Random Forests(r), Explained

How LinkedIn Makes Personalized Recommendations via Photon-ML Machine Learning tool

[unable to retrieve full-text content]In this article we focus on the personalization aspect of model building and explain the modeling principle as well as how to implement Photon-ML so that it can scale to hundreds of millions of users.
Original Post: How LinkedIn Makes Personalized Recommendations via Photon-ML Machine Learning tool

Learn Generalized Linear Models (GLM) using R

[unable to retrieve full-text content]In this article, we aim to discuss various GLMs that are widely used in the industry. We focus on: a) log-linear regression b) interpreting log-transformations and c) binary logistic regression.
Original Post: Learn Generalized Linear Models (GLM) using R

Tidyverse, an opinionated Data Science Toolbox in R from Hadley Wickham

[unable to retrieve full-text content]Get your productivity boosted with Hadley Wickham’s powerful R library, Tidyverse. It has all you need to start developing your own data analytics and data science workflows.
Original Post: Tidyverse, an opinionated Data Science Toolbox in R from Hadley Wickham

Deep Learning for Object Detection: A Comprehensive Review

[unable to retrieve full-text content]By the end of this post, we will hopefully have gained an understanding of how deep learning is applied to object detection, and how these object detection models both inspire and diverge from one another.
Original Post: Deep Learning for Object Detection: A Comprehensive Review