Author: Auckland Institute and MuseumPublisher:
ISBN:
Category : Science
Languages : en
Pages : 732
Book Description
Records of the Auckland Institute and Museum
Author: Auckland Institute and MuseumPublisher:
ISBN:
Category : Science
Languages : en
Pages : 732
Book Description
Subsea Mineral Resources
Author: Vincent Ellis McKelveyPublisher:
ISBN:
Category : Geology
Languages : en
Pages : 128
Book Description
Geology and Tectonics of Pakistan
Author: Ali H. KazmiPublisher:
ISBN: 9789698375003
Category : Geology
Languages : en
Pages : 554
Book Description
Mathematics for Machine Learning
Author: Marc Peter DeisenrothPublisher: Cambridge University Press
ISBN: 1108569323
Category : Computers
Languages : en
Pages : 392
Book Description
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Volcanoes
Author: John P. LockwoodPublisher: John Wiley & Sons
ISBN: 1118687949
Category : Science
Languages : en
Pages : 677
Book Description
Volcanoes are essential elements in the delicate global balance of elemental forces that govern both the dynamic evolution of the Earth and the nature of Life itself. Without volcanic activity, life as we know it would not exist on our planet. Although beautiful to behold, volcanoes are also potentially destructive, and understanding their nature is critical to prevent major loss of life in the future. Richly illustrated with over 300 original color photographs and diagrams the book is written in an informal manner, with minimum use of jargon, and relies heavily on first-person, eye-witness accounts of eruptive activity at both "red" (effusive) and "grey" (explosive) volcanoes to illustrate the full spectrum of volcanic processes and their products. Decades of teaching in university classrooms and fieldwork on active volcanoes throughout the world have provided the authors with unique experiences that they have distilled into a highly readable textbook of lasting value. Questions for Thought, Study, and Discussion, Suggestions for Further Reading, and a comprehensive list of source references make this work a major resource for further study of volcanology. Volcanoes maintains three core foci: Global perspectives explain volcanoes in terms of their tectonic positions on Earth and their roles in earth history Environmental perspectives describe the essential role of volcanism in the moderation of terrestrial climate and atmosphere Humanitarian perspectives discuss the major influences of volcanoes on human societies. This latter is especially important as resource scarcities and environmental issues loom over our world, and as increasing numbers of people are threatened by volcanic hazards Readership Volcanologists, advanced undergraduate, and graduate students in earth science and related degree courses, and volcano enthusiasts worldwide. A companion website is also available for this title at www.wiley.com/go/lockwood/volcanoes
Flattening the Earth
Author: John P. SnyderPublisher: University of Chicago Press
ISBN: 0226767477
Category : History
Languages : en
Pages : 384
Book Description
Cartographers have long grappled with the impossibility of portraying the earth in two dimensions. To solve this problem, mapmakers have created map projections. This work discusses and illustrates the known map projections from before 500BC to the present, with facts on their origins and use.
United States Geological Survey Yearbook
Author: Geological Survey (U.S.)Publisher:
ISBN:
Category : Geology
Languages : en
Pages : 252
Book Description
Preliminary Determination of Epicenters
Author: Publisher:
ISBN:
Category : Earthquake prediction
Languages : en
Pages : 522
Book Description
Mineral Resource Assessment of the Northland Region, New Zealand
Author: A. B. ChristiePublisher:
ISBN:
Category : Geology
Languages : en
Pages : 186
Book Description
Handbook of Mathematical Geosciences
Author: B.S. Daya SagarPublisher: Springer
ISBN: 3319789996
Category : Science
Languages : en
Pages : 911
Book Description
This Open Access handbook published at the IAMG's 50th anniversary, presents a compilation of invited path-breaking research contributions by award-winning geoscientists who have been instrumental in shaping the IAMG. It contains 45 chapters that are categorized broadly into five parts (i) theory, (ii) general applications, (iii) exploration and resource estimation, (iv) reviews, and (v) reminiscences covering related topics like mathematical geosciences, mathematical morphology, geostatistics, fractals and multifractals, spatial statistics, multipoint geostatistics, compositional data analysis, informatics, geocomputation, numerical methods, and chaos theory in the geosciences.