Free Download Fundamentals of Machine Learning: a Simplified Approach
English | 2025 | ISBN: 9789364183444 | 312 pages | EPUB (True) | 1.57 MB
This book aims to serve as a comprehensive introduction to the principles, algorithms, and applications of machine learning, with a particular emphasis on both foundational and cutting-edge techniques. It is designed for students, researchers, and practitioners who wish to deepen their understanding of machine learning concepts, explore their practical applications, and grasp the underlying mathematical frameworks.

Free Download Frontiers of Distance Learning in Business Education By Hooman Estelami
2013 | 217 Pages | ISBN: 1443866482 | PDF | 1 MB
Distance education and online learning are interchangeable terms used to describe the delivery of educational content, whereby the student and the instructor are separated by geography, time, or both. Within the domain of business education, approximately one-third of all business schools offer online business programs, and many more are expected to follow in this direction. Considerable attention is therefore being given by business educators to the refinement of pedagogical approaches in their distance learning offerings. The growth in attention is reflected in the rising number of academic papers related to distance learning methods which appear in leading business journals, as well as the growing number of workshops, research seminars and online forums on the topic. The objective of this book is to consolidate state-of-the-art knowledge on distance learning methods, best practices, and research findings as they relate to online business education. This exposure would help inform business faculty, administrators and course designers on how to optimize distance courses in the various sub-disciplines of business to achieve the most beneficial results for business students.

Free Download From Manual to Intelligent
English | 2025 | ASIN: B0FF5JJ6KL | 276 pages | EPUB (True) | 3.81 MB
Is your organization still tracking IT assets in spreadsheets? You're not alone, but you're falling behind.

Free Download Catherine W Zipf, "Frank Lloyd Wright's Fallingwater: American Architecture in the Depression Era"
English | ISBN: 1138644358 | 2020 | 194 pages | AZW3 | 7 MB
New Deal Book Award 2022 Honourable Mention

Free Download Fragments of Victory: The Contemporary Irish Left
by Oisín Gilmore, David Landy
English | 2025 | ISBN: 0745348750 | 225 Pages | PDF | 2.17 MB

Free Download Fractional S(P)DEs: Theory, Numerics, And Optimal Control
English | 2025 | ISBN: 9819802091 | 286 Pages | PDF (True) | 12 MB
Recent breakthroughs in volatility modelling have brought fractional stochastic calculus to a groundbreaking position. Readers of Fractional S(P)DEs will find a unique and comprehensive overview encompassing the theory and the numerics of both ordinary and partial differential equations (SDEs and SPDEs, respectively), driven by fractional Brownian motion.Within this book, both differential equations are considered with fractional noise, while also considering fractional derivatives in the case of SPDEs. Three primary aspects are pursued: Theory and numerics for rough SPDEs; Optimal control of both SDEs and SPDEs driven by fractional Brownian motions (and their applications); And numerics for time-fractional SPDEs driven by both Gaussian and non-Gaussian noises.This series of complementary articles, compiled by two internationally renowned scientists, is united by a common application-oriented view of fractional Brownian motion and its stochastic calculus. As such, this book will be particularly useful for mathematicians working in the fields of stochastics applied in Finance and Natural Sciences, as well as those preparing courses on advanced stochastic processes.

Free Download Foundation Dynamics
English | 2025 | ISBN: 9819614163 | 377 Pages | EPUB (True) | 95 MB
This book will present the select proceedings of the 8th International Conference on Recent Advances in Geotechnical Earthquake Engineering and Soil Dynamics (8ICRAGEE) held at the Indian Institute of Technology (IIT), Guwahati between December 11 and 14, 2024. It contains the latest research papers covering the contributions and accomplishments in geotechnical earthquake engineering and soil dynamics in the last four years. The five volumes of the book cover a wide range of topics, including but not limited to seismic hazard analysis, wave propagation and site characterization, dynamic properties and liquefaction of soils, pile foundations, offshore foundations, seismic design of retaining structures and dams, seismic slope stability and landslides, dynamic soil-structure interaction, seismic design of structures. Further, recent developments on these topics are covered in different chapters. This book will be valuable not only for researchers and professionals but also for drawing an agenda for future courses of action from the perspective of geotechnical earthquake engineering, keeping the national need at the forefront.

Free Download Fostering Machine Learning and IoT for Blockchain Technology: Smart Cities Applications, Volume 2
English | 2025 | ISBN: 9819640733 | 516 Pages | PDF EPUB (True) | 52 MB
The book covers Blockchain Technology and its emerging field by developing socio-economic systems viz. efficiently establishing transparency, trust, increasing utilization of various resources, and reducing costs. This book is organized into 2 volumes that provide an overview of Blockchain technology foundations of Blockchain, Machine Learning and Distributed Systems, Cryptography, Consensus algorithm, Bitcoin concepts, and its properties, Smart Contracts, developing knowledge of tools like Hyperledger, Multichain, Ethereum, etc. Machine learning algorithms, applications of a smart city using machine learning and blockchain technology. While this book dwells on the

Free Download Food Security, Safety, and Sustainability: Validated Innovative Approaches and Technological Advancements
English | 2025 | ISBN: 1774917084 | 332 Pages | PDF EPUB (True) | 21 MB
Sustainability is an important issue facing food security and safe food production today. Taking an interdisciplinary perspective, this research-oriented volume explores integrated, context-specific approaches to food security and food safety and examines the measures needed to guarantee long-term sustainability of the food supply chain by reviewing the existing data to encourage action and identify knowledge gaps. It also provides a detailed account of the impacts of the food supply chain along with the basic concepts of environmental sustainability. This new volume provides insight into effective policy development and implementation along with innovative validated approaches on how to develop sustainable food for a growing world population.