par dataikulabs | Oct 7, 2019 | Non classé
Reinforcement Learning Problem The recent achievements of Reinforcement Learning across a wide range of tasks has sparkled a new interest for the topic across the academic and industry community. However it is not yet clear how to successfully use Reinforcement...
par dataikulabs | Oct 7, 2019 | Non classé
Auto ML Problem When designing a machine learning pipeline for a new problem, each stage of the output entails design choices, such as which strategy should be used to handle the missing data? How should the categorical data be transformed? How many trees should the...
par dataikulabs | Oct 7, 2019 | Non classé
Active Learning Business Before running any cutting-edge Machine Learning algorithms, we need labelled data – lots of it – and preferably in high quality. This data collection process is often very tedious and time consuming. It is usually an iterative...
