Data Science Solutions on Azure: Tools and Techniques Using Databricks and MLOps

© Julian Soh and Priyanshi Singh 2020

J. Soh, P. SinghData Science Solutions on Azurehttps://doi.org/10.1007/978-1-4842-6405-8_1

1. Data Science in the Modern Enterprise

Julian Soh¹   and Priyanshi Singh²

(1)

Olympia, WA, USA

(2)

New Jersey, NJ, USA

 

Data science is the hottest trend in IT, and it is not showing signs of cooling down anytime soon. It is often used as a catchall phrase for all latest innovation, such as machine learning (ML), artificial intelligence (AI), and Internet of Things (IoT). This is not an inaccurate representation since data science is after all the foundation for ML, AI, and IoT.

Data science is also responsible for creating new processes and methodologies that impact how businesses should be operated today. As a result, data ...