Snowflake Recipes: A Problem-Solution Approach to Implementing Modern Data Pipelines

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

D. Dayton, J. EipeSnowflake Recipeshttps://doi.org/10.1007/979-8-8688-0938-5_10

10. Machine Learning

Dillon Dayton¹   and John Eipe²

(1)

Box Elder, SD, USA

(2)

Austin, TX, USA

 

Machine learning has seen a remarkable rise in popularity over the past decade, driven by the exponential growth of data and the increasing computational power available. This surge is attributed to several key factors.

• Data explosion: The advent of the internet, social media, IoT devices, and other digital technologies has led to an unprecedented amount of data being generated. This data provides the raw material necessary for training machine learning models.

• Advancements in algorithms ...