Machine Learning Pipelines: From Research to Production
Alexandra Posoldova · IEEE Potentials · 2020
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.