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Return on Investment in Machine Learning: Crossing the Chasm between Academia and Business

Mizgajski Jan, Szymczak Adrian, Morzy Mikołaj, Augustyniak Łukasz, Szymański Piotr, Żelasko Piotr

Foundations of Computing and Decision Sciences

2020

Vol. 45, No. 4

281--304

Academia remains the central place of machine learning education. While academic culture is the predominant factor influencing the way we teach machine learning to students, many practitioners question this culture, claiming the lack of alignment between academic and business environments. Drawing on professional experiences from both sides of the chasm, we describe the main points of contention, in the hope that it will help better align academic syllabi with the expectations towards future machine learning practitioners. We also provide recommendations for teaching of the applied aspects of machine learning.

Prawidłowy montaż okien w ścianach z ceramiki

Jaczewski Marcin, Augustyniak Łukasz

Ceramika Budowlana

2019

nr 1-2

22--23