Download Pdf Machine Learning for Physics and Astronomy by Viviana Acquaviva
E book download pdf Machine Learning for Physics and Astronomy

Machine Learning for Physics and Astronomy Viviana Acquaviva ebook
A hands-on introduction to machine learning and its applications to the physical sciences
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)
Modified at 2025-06-15 09:44:10