Mohlo by se vám také líbit

Více informací o knize Machine Learning for Earth Sciences

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Nákupem získáte 196 bodů

Anotace knihy

This textbook introduces the reader to Machine Learning (ML) applications in Earth Sciences. In detail, it starts by describing the basics of machine learning and its potentials in Earth Sciences to solve geological problems. It describes the main Python tools devoted to ML, the typival workflow of ML applications in Earth Sciences, and proceeds with reporting how ML algorithms work. The book provides many examples of ML application to Earth Sciences problems in many fields, such as the clustering and dimensionality reduction in petro-volcanological studies, the clustering of multi-spectral data, well-log data facies classification, and machine learning regression in petrology. Also, the book introduces the basics of parallel computing and how to scale ML models in the cloud. The book is devoted to Earth Scientists, at any level, from students to academics and professionals.

Parametry knihy

Zařazení knihy Knihy v angličtině Earth sciences, geography, environment, planning Earth sciences

• Plný název: Machine Learning for Earth Sciences
• Podnázev: Using Python to Solve Geological Problems
• Autor: Maurizio Petrelli
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 190
• EAN: 9783031351136
• ID: 43360529
• Nakladatelství: Springer, Berlin
• Hmotnost: 500 g
• Rozměry: 235 × 155 mm
• Datum vydání: 08. November 2023

Oblíbené z jiného soudku

---

---

---