Machine Learning Pipelines: From Research to Production
Alexandra Posoldova
Abstract
Machine learning (ML) and artificial intelligence (AI) are getting lot of attention these days, and an increasing number of people are interested in becoming data scientists. Many imagine ML/AI as a black box that does its magic and is somehow able to make predictions. Well, the magic is that an ML algorithm is designed in such a way that it is able to find a pattern in data that have the correct answers and use that to predict the next answer. The learning task may vary from predicting the next word in a sentence, a sentiment, or what else would you like to buy based on what you already have in your basket.
Topics & Concepts
MAGIC (telescope)Computer scienceTask (project management)Artificial intelligenceSentenceNatural language processingWord (group theory)Machine learningData scienceEngineeringLinguisticsSystems engineeringPhysicsPhilosophyQuantum mechanicsMachine Learning and Data Classification