eBook - ePub
Data Science in Chemistry
Artificial Intelligence, Big Data, Chemometrics and Quantum Computing with Jupyter
- 540 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Data Science in Chemistry
Artificial Intelligence, Big Data, Chemometrics and Quantum Computing with Jupyter
About this book
The ever-growing wealth of information has led to the emergence of a fourth paradigm of science. This new field of activity ā data science ā includes computer science, mathematics and a given specialist domain. This book focuses on chemistry, explaining how to use data science for deep insights and take chemical research and engineering to the next level. It covers modern aspects like Big Data, Artificial Intelligence and Quantum computing.
Frequently asked questions
Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
Perlego offers two plans: Essential and Complete
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, weāve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere ā even offline. Perfect for commutes or when youāre on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Data Science in Chemistry by Thorsten Gressling in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Title Page
- Copyright
- Contents
- 1āData science: introduction
- 2āData science: the āfourth paradigmā ofĀ science
- 3āRelations to other domains and cheminformatics
- Part A:āIT, data science, and AIāIT basics (cloud, REST, edge)
- Programming
- Data engineering
- Data science as field of activity
- Introduction to ML and AI
- Part B: Jupyter in cheminformatics Physical chemistry
- Material science
- Organic chemistry
- Engineering, laboratory, and production
- Part C:āData scienceāData engineering in analytic chemistry
- Applied data science and chemometrics
- Applied artificial intelligence
- Knowledge and information
- Part D: Quantum computing and chemistry Introduction
- Quantum Computing Applications
- Index