Free Download L. Filippin, A. Wilson, P. Farrar, "Legal Studies for VCE Units 3 & 4 Student book: Justice & Outcomes"
English | ISBN: 0190326301 | 2020 | 576 pages | PDF | 123 MB
Oxford's well-respected authors and award-winning publishing team have updated Legal Studies for VCE Units 1 & 2 Access & Justice 14E and Units 3 & 4 Justice & Outcomes 15E to incorporate up-to-date content, including coverage of recent case studies and legal reforms.The series has been thoroughly revised with a range of added innovative features, providing an enhanced focus on exam and assessment preparation.Legal Studies for VCE combines accessible language with unparalleled depth and extension opportunities across a suite of print and digital resources. All content in the series is:explicitly aligned to the 2018-2022 VCE Legal Studies Study Designlaid out in manageable 2- to 8-page topic spreadspresented using clear language and an informal toneaccompanied by engaging visualssupported by margin glossary definitions on every page.Unprecedented digital support New digital features include fresh video content and innovative markbook functionality that enables teachers to easily assess, track and report on student progress. Comprehensive student and teacher digital support is provided on obook assess, including answers, worksheets, assess quizzes, chapter summaries, course planners, printable and editable teaching notes, practice exams and SACs with answers, and more.A pathway to success for every student A range of improved chapter features gives students of all abilities the best chance at experiencing success in VCE Legal Studies. Key features include:The Legal toolkit in each Student book provides clear course information, study tips, exam advice and preparation, tips for mastering legal citation and career information.An introductory chapter at the beginning of each unit covers core concepts and essetial prior knowledge to launch students successfully into the main course content.Chapter openers cover outcomes, key knowledge and key terms from the Study Design.NEW: Chapter reviews at the end of each chapter consist of three top revision tips, practice revision questions using task words (graded low, medium and high order) and a practice assessment task.Unit reviews include a practice assessment for each area of study.NEW: Hypothetical scenario and Actual scenario features help put content into context for students using syllabus/exam terminology. All actual scenarios are recent and relevant.Check your learning questions levelled according to Bloom's taxonomy to allow for differentiation are found at the end of every topic.Extract features provide excerpts from relevant legal documents.Did you know? features provide interesting background information and additional context.Study tips throughout each Student book alert students to important points and provide tips on how to improve their performance on assessment tasks.

Free Download Lectures on Nonsmooth Optimization
English | 2025 | ISBN: 3031914163 | 564 Pages | PDF EPUB (True) | 44 MB
This book provides an in-depth exploration of nonsmooth optimization, covering foundational algorithms, theoretical insights, and a wide range of applications. Nonsmooth optimization, characterized by nondifferentiable objective functions or constraints, plays a crucial role across various fields, including machine learning, imaging, inverse problems, statistics, optimal control, and engineering. Its scope and relevance continue to expand, as many real-world problems are inherently nonsmooth or benefit significantly from nonsmooth regularization techniques. This book covers a variety of algorithms for solving nonsmooth optimization problems, which are foundational and recent. It first introduces basic facts on convex analysis and subdifferetial calculus, various algorithms are then discussed, including subgradient methods, mirror descent methods, proximal algorithms, alternating direction method of multipliers, primal dual splitting methods and semismooth Newton methods. Moreover, error bound conditions are discussed and the derivation of linear convergence is illustrated. A particular chapter is delved into first order methods for nonconvex optimization problems satisfying the Kurdyka-Lojasiewicz condition. The book also addresses the rapid evolution of stochastic algorithms for large-scale optimization. This book is written for a wide-ranging audience, including senior undergraduates, graduate students, researchers, and practitioners who are interested in gaining a comprehensive understanding of nonsmooth optimization.

Free Download Learning and Generalisation: With Applications to Neural Networks by . Vidyasagar
English | PDF | 2003 | 498 Pages | ISBN : 1852333731 | 42.9 MB
Learning and Generalization provides a formal mathematical theory addressing intuitive questions of the type:

Free Download Learn GitHub Copilot by Example
ISBN: 0135315654 | .MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 4h 25m | 1.22 GB
Instructor: Shaun Wassell

Free Download Learn Enough Python to be Dangerous: A Tutorial Introduction to Programming with Python
ISBN: 0138050767 | .MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 7h 30m | 1.1 GB
Instructor: Michael Hartl

Free Download Lean Blockchain Systems Thinking
by John Dennis and Machiel Tesser
English | 2025 | ISBN: 1032986328 | 233 pages | True PDF EPUB | 20.14 MB

Free Download Large Language Models for Sustainable Urban Development
English | 2025 | ISBN: 3031860381 | 384 Pages | PDF EPUB (True) | 77 MB
With rapid urbanization defining the 21st Century, cities face mounting challenges in achieving sustainability, equity, and functionality. This book explores how innovative technologies such as Artificial Intelligence (AI) and Large Language Models (LLMs) can transform urban development by offering intelligent, data-driven solutions. LLMs go beyond automation, acting as co-creators in addressing environmental sustainability, resource management, and equitable development. By analyzing regulations, best practices, and real-time data on phenomena such as air pollution and traffic, these models empower urban planners to design smarter, more sustainable cities while fostering collaboration across disciplines.

Free Download Karanki Geobiocultural Landscape by Diego Velasco, Claudio Ardohain, Patricio Bustamante
English | November 22, 2024 | ISBN: 9942458549 | 120 pages | PDF | 10 Mb
San Miguel de Ibarra, colonial, republican and contemporary, has its primordial matrix in the Karangue or Karanga of the Karas and in the Karanki Inka. It was there, in that ceremonial center later supplanted by churches, convents and squares, where the most legendary of all equatorial people of all times was born: the last Inka before the Hispanic invasion, the great Ataw Allpa: linker of worlds, son of Wayna Kápak and Pacha Kilago; conqueror of his half brother Waskar from Cuzco.

Free Download Mitchel de S.-O.-l'E. Lasser, "Judicial Dis-Appointments: Judicial Appointments Reform and the Rise of European Judicial Independence"
English | ISBN: 0198868855 | 2020 | 480 pages | EPUB | 1348 KB
In 2009 and 2010, the European Court of Justice and the European Court of Human Rights underwent significant reforms to their respective judicial appointments processes. Though very different judicial institutions, they adopted very similar - and rather remarkable - reforms: each would now make use of an expert panel of judicial notables to vet the candidates proposed to sit in Luxembourg or Strasbourg. Once established, these two vetting panels then followed with actions no less extraordinary: they each immediately took to rejecting a sizable percentage of the judicial candidates proposed by the Member State governments.

Free Download Journalism and the Metaverse
English | 2024 | ISBN: 1839990120 | 186 Pages | PDF | 3 MB
Journalism has been in a state of disruption since the development of the Internet. The Metaverse, what some describe as the future of the Internet, is likely to fuel even further disruption in journalism. Digital platforms and journalism enterprises are already investing substantial resources into the Metaverse or its likely components of augmented reality, virtual reality, and artificial intelligence.. Although research shows most of the public has little knowledge of the Metaverse, many are keenly interested in what it or its components may bring. Gartner (2022) predicts that a quarter of the public will spend at least one hour per day in the Metaverse by 2026. Journalism may be an important part of this future. This book will provide a critical examination of the implications of the Metaverse for the continuing transformation of journalism in the digital age.