Sign-In
Cart
Computational and Statistical Methods for Analysing Big Data with Applications
Hardcover
CalculusGeneral ComputersGeneral Mathematics
ISBN13: 9780128037324
Publisher: Academic Pr Inc
Published: Nov 24 2015
Pages: 206
Weight: 1.05
Height: 0.60 Width: 6.10 Depth: 9.10
Language: English
Due to the scale and complexity of data sets currently being collected in areas such as health, transportation, environmental science, engineering, information technology, business and finance, modern quantitative analysts are seeking improved and appropriate computational and statistical methods to explore, model and draw inferences from big data. This book aims to introduce suitable approaches for such endeavours, providing applications and case studies for the purpose of demonstration.
Computational and Statistical Methods for Analysing Big Data with Applications starts with an overview of the era of big data. It then goes onto explain the computational and statistical methods which have been commonly applied in the big data revolution. For each of these methods, an example is provided as a guide to its application. Five case studies are presented next, focusing on computer vision with massive training data, spatial data analysis, advanced experimental design methods for big data, big data in clinical medicine, and analysing data collected from mobile devices, respectively. The book concludes with some final thoughts and suggested areas for future research in big data.
Also in
Calculus
AP Calculus Premium, 2026: Prep Book with 12 Practice Tests + Comprehensive Review + Online Practice
Donovan, Dennis
Hockett, Shirley O.
Bock, David
Paperback
Princeton Review AP Calculus AB Premium Prep, 12th Edition: 8 Practice Tests + Digital Practice Online + Content Review
The Princeton Review
Khan, David
Paperback
5 Steps to a 5: AP Calculus AB 2026: Practice AP Tests + AP Content Review + Digital Exams
Pillar, Emily
Paperback
Princeton Review AP Calculus BC Premium Prep, 12th Edition: 5 Practice Tests + Digital Practice Online + Content Review
Khan, David
The Princeton Review
Paperback
High School Calculus: A New Perspective: For Any High School Curriculum, Including IB, A-Level, AP, and More
Seeds, Spring
Paperback
Ordinary Differential Equations: An Elementary Textbook for Students of Mathematics, Engineering, and the Sciences
Pollard, Harry
Tenenbaum, Morris
Paperback
Pre-Calculus Equations & Answers: A Quickstudy Laminated Reference Guide
Expolog LLC
Yablonski, Ken
Other
Mathematical Methods for the Natural and Engineering Sciences (Second Edition)
Mickens, Ronald E.
Hardcover
The Fractional Calculus: Theory and Applications of Differentiation and Integration to Arbitrary Order
Oldham, Keith B.
Spanier, Jerome
Paperback
Schaum's Outline of Complex Variables, 2ed
Schiller, John J.
Spiegel, Murray R.
Lipschutz, Seymour
Paperback
Math for Deep Learning: What You Need to Know to Understand Neural Networks
Kneusel, Ronald T.
Paperback
Integral, Measure and Derivative: A Unified Approach
Shilov, G. E.
Gurevich, B. L.
Mathematics
Paperback
Elements of the Theory of Functions and Functional Analysis [Two Volumes in One]
Fomin, S. V.
Kolmogorov, A. N.
Paperback
Mathematics: Its Content, Methods and Meaning
Lavrent'ev, M. a.
Aleksandrov, A. D.
Kolmogorov, A. N.
Paperback
Pre-Calculus: 1001 Practice Problems for Dummies (+ Free Online Practice)
Sterling, Mary Jane
Paperback
5 Steps to a 5: 500 AP Calculus Ab/BC Questions to Know by Test Day, Fourth Edition
Anaxos Inc Na
Paperback
Bob Miller's High School Calc for the Clueless - Honors and AP Calculus AB & BC
Miller, Bob
Paperback
Methods of the Theory of Functions of Many Complex Variables
Vladimirov, Vasiliy Sergeyevich
Paperback
Student Solutions Manual for Stewart's Essential Calculus: Early Transcendentals, 2nd
Stewart, James
Paperback
A History of Vector Analysis: The Evolution of the Idea of a Vectorial System
Crowe, Michael J.
Paperback
Lectures on Selected Topics in Mathematical Physics: Elliptic Functions and Elliptic Integrals
Schwalm, William a.
Paperback
Foundations of Analysis: The Arithmetic of Whole, Rational, Irrational and Complex Numbers
Landau, Edmund
Paperback
Schaum's Outline of Fourier Analysis with Applications to Boundary Value Problems
Spiegel, Murray R.
Paperback
Schaum's Outline of Mathematical Methods for Business, Economics and Finance, Second Edition
Moises Pena-Levano, Luis
Paperback
Harmonic Analysis Methods in Partial Differential Equations
Zheng, Jiqiang
Miao, Changxing
Zhang, Bo
Hardcover
The Calculus Wars: Newton, Leibniz, and the Greatest Mathematical Clash of All Time
Bardi, Jason Socrates
Paperback
Finite-Dimensional Linear Analysis: A Systematic Presentation in Problem Form
Glazman, I. M.
Ljubic, Ju I.
Paperback
Matrix Calculus, Kronecker Product and Tensor Product: A Practical Approach to Linear Algebra, Multilinear Algebra and Tensor Calculus with Software I
Steeb, Willi-Hans
Hardy, Yorick
Hardcover
Schaum's Outline of Calculus for Business, Economics, and the Social Sciences
Dowling, Edward T.
Paperback
A Synopsis of Elementary Results in Pure and Applied Mathematics: Volume 1: Containing Propositions, Formulae, and Methods of Analysis, with Abridge
Carr, George Shoobridge
Paperback
Math education workbook: Daily Mathematics Practice Exercises Maths book level 1 for 3rd 4th 5th... Grades with Addition, Subtraction, Multipli
Homeschooling Book, Math
Paperback
Single Variable Calculus: Early Transcendentals
Clegg, Daniel K.
Stewart, James
Watson, Saleem
Hardcover
The Calculus of Friendship: What a Teacher and a Student Learned about Life While Corresponding about Math
Strogatz, Steven
Paperback
Math education workbook: Daily Mathematics Practice Exercises Maths book level 2 for 3rd 4th 5th... Grades with Addition, Subtraction, Multipli
Homeschooling Book, Math
Paperback