In our Delivering Your Marketplace’s Orders in Time with Machine Learning entry we talked about how important it is to track the results of Machine Learning experiments and pipelines. There are lots of parts that are constantly being tweaked and need to b... (more…)

First introduced by Uber Engineering in January 2019, Manifold is a visual debugging tool that enables users to quickly identify performance issues in machine learning models. (more…)

This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learning. The treatment concentrates on probabilistic models for supervised and unsupervised learning problems. It introduces fundamental conc... (more…)

Data preprocessing is the process of converting raw data into a well-readable format to be used by a machine learning model. It includes data mining, cleaning, transforming, reduction. Find out how data preprocessing works here. (more…)

Extensive and Detailed non-technical guide to Machine Learning and Artificial Intelligence that exists today. Avail now non-technical guide post on ML & AI. (more…)