Multi Target Prediction

In this blog, lets talk about multi target variables. In a generic machine learning model prediction scenario, where we will have input features and single target variable.

Neural Network without Math

Let’s cover the fundamentals.

Summary - SGDR

SGDR: STOCHASTIC GRADIENT DESCENT WITH WARM RESTARTS

AI @ Cornell

List of AI Research Projects at Stanford.MIT.CMU

Stanford

Summary - Gradient Descent Finds Global Minimum

Gradient Descent Finds Global Minima of Deep Neural Networks

Summary - Mask RCNN

MASK R-CNNFacebook AI Research (FAIR) Kaiming He Georgia Gkioxari Piotr Dollar Ross Girshick

Interesting projects at Microsoft Research AI

Summary - Google BERT

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova