0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

Buy Now

Introduction to Environmental Data Science (Hardcover) Loot Price: R1,892
Discovery Miles 18 920
Introduction to Environmental Data Science (Hardcover): William W. Hsieh

Introduction to Environmental Data Science (Hardcover)

William W. Hsieh

 (sign in to rate)
Loot Price R1,892 Discovery Miles 18 920 | Repayment Terms: R177 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

Statistical and machine learning methods have many applications in the environmental sciences, including prediction and data analysis in meteorology, hydrology and oceanography, pattern recognition for satellite images from remote sensing, management of agriculture and forests, assessment of climate change, and much more. With rapid advances in machine learning in the last decade, this book provides an urgently needed, comprehensive guide to machine learning and statistics for students and researchers interested in environmental data science. It includes intuitive explanations covering the relevant background mathematics, with examples drawn from the environmental sciences. A broad range of topics are covered, including correlation, regression, classification, clustering, neural networks, random forests, boosting, kernel methods, evolutionary algorithms, and deep learning, as well as the recent merging of machine learning and physics. End-of-chapter exercises allow readers to develop their problem-solving skills and online data sets allow readers to practise analysis of real data.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Deep Learning Applications: In Computer…
Qi Xuan, Yun Xiang, … Hardcover R2,985 Discovery Miles 29 850
Cognitive Robotics and Adaptive…
Maki K. Habib Hardcover R2,926 Discovery Miles 29 260
Digital Technologies for Agriculture
Narendra Rathore Singh Hardcover R7,344 Discovery Miles 73 440
Cyber-Physical System Solutions for…
Vanamoorthy Muthumanikandan, Anbalagan Bhuvaneswari, … Hardcover R7,578 Discovery Miles 75 780
Machine Learning Techniques for Pattern…
Mohit Dua, Ankit Kumar Jain Hardcover R9,088 Discovery Miles 90 880
Basic Python Commands - Learn the Basic…
Manuel Mcfeely Hardcover R891 R764 Discovery Miles 7 640
Get Started Programming with Python…
Manuel Mcfeely Hardcover R864 R743 Discovery Miles 7 430
Research Anthology on Machine Learning…
Information R Management Association Hardcover R18,375 Discovery Miles 183 750
Tree-Based Machine Learning Methods in…
Sharad Saxena Hardcover R2,211 Discovery Miles 22 110
Machine Learning In Bioinformatics Of…
Lukasz Kurgan Hardcover R3,765 Discovery Miles 37 650
Event Mining for Explanatory Modeling
Laleh Jalali, Ramesh Jain Hardcover R1,476 Discovery Miles 14 760
Optimization and Machine Learning…
R Chelouah Hardcover R4,270 Discovery Miles 42 700

See more

Partners