Skip to product information
1 of 1

Machine Learning for Physics and Astronomy

Machine Learning for Physics and Astronomy

Paperback

Regular price £37.55
Regular price Sale price £37.55

Join our rewards scheme and earn reward points on this purchase!

Earn points on this!

Sign in or Sign up!
View full details
  • Release Date: 15/08/2023
  • Barcode: 9780691206417
  • Genre: Science Nature & Math
  • Sub-Genre: Astronomy Space & Time
  • Imprint: Princeton University Press
  • Publisher: Princeton University Press
Machine Learning for Physics and Astronomy

Machine Learning for Physics and Astronomy

Collapsible content

DESCRIPTION

A hands-on introduction to machine learning and its applications to the physical sciences

As the size and complexity of data continue to grow exponentially across the physical sciences, machine learning is helping scientists to sift through and analyze this information while driving breathtaking advances in quantum physics, astronomy, cosmology, and beyond. This incisive textbook covers the basics of building, diagnosing, optimizing, and deploying machine learning methods to solve research problems in physics and astronomy, with an emphasis on critical thinking and the scientific method. Using a hands-on approach to learning, Machine Learning for Physics and Astronomy draws on real-world, publicly available data as well as examples taken directly from the frontiers of research, from identifying galaxy morphology from images to identifying the signature of standard model particles in simulations at the Large Hadron Collider.

  • Introduces readers to best practices in data-driven problem-solving, from preliminary data exploration and cleaning to selecting the best method for a given task
  • Each chapter is accompanied by Jupyter Notebook worksheets in Python that enable students to explore key concepts
  • Includes a wealth of review questions and quizzes
  • Ideal for advanced undergraduate and early graduate students in STEM disciplines such as physics, computer science, engineering, and applied mathematics
  • Accessible to self-learners with a basic knowledge of linear algebra and calculus
  • Slides and assessment questions (available only to instructors)


DELIVERY & RETURNS

UK Delivery:

  • Free delivery on all orders of £10 or more.
  • £1.49 delivery fee on orders below £10.
  • UK orders are shipped via Royal Mail 2nd Class.

International Delivery:

  • Flat rate delivery charges vary by country.

Dispatch and Delivery Times:

  • All orders are shipped from our warehouse in Northampton, UK within 48 hours of receipt during working hours.
  • UK mainland orders typically arrive within 3-5 working days via Royal Mail 2nd Class.
  • International estimated delivery times:
  • Europe & Channel Islands: 7 to 10 working days
  • USA: 7 to 15 working days
  • Rest of the World: 9 to 21 working days

View our full delivery infomation here.

  • OVER

    2 MILLION PRODUCTS

  • 60 MILLION CUSTOMERS

    ACROSS 190 COUNTRIES