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Foundations of Machine Learning in Chemistry

By Darin Ulness

Foundations of Machine Learning in Chemistry

By Darin Ulness

0 - Default Title
Description
Chemistry is changing, and this book helps students change with it. This work brings core AI and machine learning concepts into the general chemistry classroom through clear explanations and hands-on labs. Designed for students new to coding and data science, it helps demystify the black box of modern AI while reinforcing essential chemistry skills. With custom-built applications and carefully structured experiments, this book gives the next generation of chemists the tools they need to explore and analyze an evolving scientific landscape.
Students start by using machine learning to explore real chemical data. They analyze real datasets and build models from the ground up. As they work, they create a personal portfolio of Python code and ethical reflections. From data cleaning and model evaluation to neural networks and image recognition, this curriculum equips future scientists to engage with AI thoughtfully and skillfully in a world shaped by data.
Product details
Binding:
Paperback
Number of Pages:
318
Release Date:
2026-01-04
Publication Date:
2025-10-05
Publisher:
Lulu.com
Languages:
Original: English
ISBN10:
1257598961
ISBN13:
9781257598960
Weight:
1189 g
Height:
216 cm
Width:
280 cm
Thickness:
21 cm
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