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Optimization for Learning and Control by Anders Hansson, Martin Andersen
English | June 7, 2023 | ISBN: 1119809134 | 432 pages | MOBI | 25 Mb
Optimization for Learning and Control

Comprehensive resource providing a masters' level introduction to optimization theory and algorithms for learning and control
Optimization for Learning and Control describes how optimization is used in these domains, giving a thorough introduction to both unsupervised learning, supervised learning, and reinforcement learning, with an emphasis on optimization methods for large-scale learning and control problems.
Several applications areas are also discussed, including signal processing, system identification, optimal control, and machine learning.
Today, most of the material on the optimization aspects of deep learning that is accessible for students at a Masters' level is focused on surface-level computer programming; deeper knowledge about the optimization methods and the trade-offs that are behind these methods is not provided. The objective of this book is to make this scattered knowledge, currently mainly available in publications in academic journals, accessible for Masters' students in a coherent way. The focus is on basic algorithmic principles and trade-offs.
Optimization for Learning and Control covers sample topics such as:Optimization theory and optimization methods, covering classes of optimization problems like least squares problems, quadratic problems, conic optimization problems and rank optimization.First-order methods, second-order methods, variable metric methods, and methods for nonlinear least squares problems.Stochastic optimization methods, augmented Lagrangian methods, interior-point methods, and conic optimization methods.Dynamic programming for solving optimal control problems and its generalization to reinforcement learning.How optimization theory is used to develop theory and tools of statistics and learning, e.g., the maximum likelihood method, expectation maximization, k-means clustering, and support vector machines.How calculus of variations is used in optimal control and for deriving the family of exponential distributions.Optimization for Learning and Control is an ideal resource on the subject for scientists and engineers learning about which optimization methods are useful for learning and control problems; the text will also appeal to industry professionals using machine learning for different practical applications.

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Robert Eisenberger PhD, "Perceived Organizational Support: Fostering Enthusiastic and Productive Employees"
English | ISBN: 1433809338 | 2011 | 304 pages | PDF | 4 MB
Using organizational support theory and evidence gathered from hundreds of studies, Robert Eisenberger and Florence Stinglhamber demonstrate how perceived organizational support affects employees' well-being, the positivity of their orientation toward the organization and work, and behavioral outcomes favorable to the organization.

Readers will obtain a clear understanding of perceived organizational support and the practical knowledge needed to foster its development and positive outcomes.

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Perioperative Medizin für die Allgemein- und Viszeralchirurgie
Deutsch | 2024 | ISBN: 3662644037 | 371 Pages | PDF (True) | 8 MB
Für den Behandlungserfolg in der Allgemein- und Viszeralchirurgie stellt die Betreuung der Patientinnen und Patienten auf der Station und in der Ambulanz einen zentralen Pfeiler dar. Alle Facetten der perioperativen Medizin sind in diesem Buch fundiert und praxisorientiert beschrieben, von der Risikoevaluation bis zum Umgang mit postoperativen Problemen, die nach spezifischen Eingriffen auftreten können. Aus dem Expertenwissen und der klinischen Erfahrung der Autorinnen und Autoren sowie der einschlägigen Literatur lassen sich konkrete Handlungsempfehlungen auch für spezielle Fragestellungen ableiten.

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Robert E. Mcgrath, "Pharmacotherapy for Psychologists: Prescribing and Collaborative Roles"
English | ISBN: 1433808005 | 2010 | 256 pages | PDF | 3 MB
Psychologists are becoming increasingly involved in pharmacotherapy-as prescribers of psychotropic medications, as collaborators with prescribers, and as sources of information, advice, and support to clients and health care professionals. These new roles represent one of the most significant changes in the practice of psychology in recent times.

This book takes a comprehensive look at how pharmacotherapy is reshaping the practice of psychology. It argues the benefits of extending prescriptive authority to appropriately trained psychologists and chronicles the experiences of prescribing psychologists.
Furthermore, it explores emerging issues that prescribing and collaborating psychologists face, such as the need to maintain a psychological orientation while integrating medication management with psychotherapy, the need to build and maintain strong relationships with physicians, issues with insurance companies and managed care agencies, professional practice standards and guidelines in relation to pharmacotherapy, and the evaluation of drug research.
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Wolfram Kawlath - Plastic Model Kits: Perfect Techniques for Modelling Cars, Ships and Aircraft
Argus Books | 1993 | ISBN: 1854861026 | English | 100 pages | PDF | 61.95 MB
The book covers all kinds of models. Such as: a 1/24 scale Peterbilt triaxle truck, a six axle trailer to go with it, a Mercedes Fire Ladder Truck, a BMW 750 car, a Harley Davidson motorcycle (around 1/12 or 1/8 scale maybe), a Lufthansa airliner, an F14 Tomcat, a German WWII aircraft, a military helicopter, a Windjammer sailing ship model, an aircraft carrier ship, fire fighter figures, and a sea rescue ship.

There is more to the book that covers tips, techniques, tools, and modifying models. Overall, it's a great addition to a model book collection and a pleasant surprise. This book stands up well even today.

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Athena A. Drewes, "Play Therapy in Middle Childhood"
English | ISBN: 1433820838 | 2015 | 304 pages | PDF | 5 MB
This book helps therapists provide developmentally appropriate, effective play therapy for children ages 6 to 12. The interventions address internalizing disorders, externalizing disorders, relational deficits, and autism spectrum disorder.

Children ages 6-12 undergo major developmental changes. During this period, known as middle childhood, they develop a more advanced sense of self, emotion regulation skills, and self-confidence. They become less dependent on their parents and learn to form connections with peers. They also learn to follow rules and reach achievements through sustained effort. Because of these social, emotional, and cognitive developments, play therapy with these children looks different than with younger children.
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Christian August Meissner, "Police Interrogations and False Confessions: Current Research, Practice, and Policy Recommendations "
English | ISBN: 1433807432 | 2010 | 249 pages | PDF | 2 MB
This book brings together a group of renowned scholars and practitioners in the fields of social psychology, cognitive psychology, developmental psychology, criminology, clinical-forensic psychology, and law to examine: interrogation tactics and the problem of false confessions; review of Supreme Court decisions regarding Miranda warnings and custodial interrogations; and new research on juvenile confessions and deception in interrogative interviews.

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Tomasz Pudlocki, "Postwar Continuity and New Challenges in Central Europe, 1918-1923 "
English | ISBN: 1032027487 | 2021 | 472 pages | PDF | 6 MB
This book presents a multi-layered analysis of the situation in Central Europe after the collapse of the Austro-Hungarian Empire. The new geopolitics emerging from the Versailles order, and at the same time ongoing fights for borders, considerable war damage, social and economic problems and replacement of administrative staff as well as leaders, all contributed to the fact that unlike Western Europe, Central Europe faced challenges and dilemmas on an unprecedented scale. The editors of this book have invited authors from over a dozen academic institutions to answer the question of to what extent the solutions applied in the Habsburg Monarchy were still practiced in the newly created nation states, and to what extent these new political organisms went their own ways. It offers a closer look at Central Europe with its multiple problems typical of that region after 1918 (organizing the post-imperial space, a new political discourse and attempts to create new national memories, the role of national minorities, solving social problems, and verbal and physical violence expressed in public space). Particular chapters concern post-1918 Central Europe on the local, state and international levels, providing a comprehensive view of this sub-region between 1918 and 1923.

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PowerShell Automation and Scripting for Cybersecurity: Hacking and defense for red and blue teamers by Miriam C. Wiesner
English | August 16, 2023 | ISBN: 1800566379 | 572 pages | EPUB | 28 Mb
Explore PowerShell's offensive and defensive capabilities to strengthen your organization's security with this practical guidePurchase of the print or Kindle book includes a free PDF eBook

Key FeaturesMaster PowerShell for security by configuring, auditing, monitoring, exploiting, and bypassing defensesResearch and develop methods to bypass security features and use stealthy tradecraftExplore essential security features in PowerShell and protect your environment against exploits and bypassesBook Description
Take your cybersecurity skills to the next level with this comprehensive guide to PowerShell security! Whether you're a red or blue teamer, you'll gain a deep understanding of PowerShell's security capabilities and how to use them.
After revisiting PowerShell basics and scripting fundamentals, you'll dive into PowerShell Remoting and remote management technologies. You'll learn how to configure and analyze Windows event logs and understand the most important event logs and IDs to monitor your environment. You'll dig deeper into PowerShell's capabilities to interact with the underlying system, Active Directory and Azure AD. Additionally, you'll explore Windows internals including APIs and WMI, and how to run PowerShell without powershell.exe. You'll uncover authentication protocols, enumeration, credential theft, and exploitation, to help mitigate risks in your environment, along with a red and blue team cookbook for day-to-day security tasks. Finally, you'll delve into mitigations, including Just Enough Administration, AMSI, application control, and code signing, with a focus on configuration, risks, exploitation, bypasses, and best practices.
By the end of this book, you'll have a deep understanding of how to employ PowerShell from both a red and blue team perspective.
What you will learnLeverage PowerShell, its mitigation techniques, and detect attacksFortify your environment and systems against threatsGet unique insights into event logs and IDs in relation to PowerShell and detect attacksConfigure PSRemoting and learn about risks, bypasses, and best practicesUse PowerShell for system access, exploitation, and hijackingRed and blue team introduction to Active Directory and Azure AD securityDiscover PowerShell security measures for attacks that go deeper than simple commandsExplore JEA to restrict what commands can be executedWho this book is for
This book is for security professionals, penetration testers, system administrators, and red and blue teams looking to learn how to leverage PowerShell for security operations. A basic understanding of PowerShell, cybersecurity fundamentals, and scripting is a must. For some parts a basic understanding of active directory, C++/C#, and assembly can be beneficial.
Table of ContentsGetting Started with PowerShellPowerShell Scripting FundamentalsExploring PowerShell Remote Management Technologies and PowerShell RemotingDetection - Auditing and MonitoringPowerShell Is Powerful - System and API AccessActive Directory - Attacks and MitigationHacking the Cloud - Exploiting Azure Active Directory/Entra IDRed Team Tasks and CookbookBlue Team Tasks and CookbookLanguage Modes and Just Enough Administration (JEA)AppLocker, Application Control, and Code SigningExploring the Antimalware Scan Interface (AMSI)What Else? - Further Mitigations and Resources

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Daniel J. Whitaker, "Preventing Partner Violence: Research and Evidence-Based Intervention Strategies"
English | ISBN: 1433804344 | 2009 | 300 pages | PDF | 19 MB
In the past 30 years, the study of intimate partner violence (IPV) has advanced considerably. Previously, IPV was conceptualized narrowly as male physical violence against women due to a need for dominance. Now, experts realize that a variety of factors are associated with IPV and that IPV takes many forms-from verbal abuse or slapping to highly violent physical abuse or rape. In addition, research shows that women are often the perpetrators of IPV. As a result, IPV interventions have shifted over time from gender-focused interventions to gender-neutral interventions, with an emphasis on empirical evidence.

Preventing Partner Violence presents a comprehensive overview of the most up-to-date research on IPV. Leading experts in the field cover a large range of topics, including theory, risk factors, health effects, surveillance, prevention, and intervention. The editors emphasize understanding the development of IPV perpetration by itself and in the context of other risk factors. Above all, they demonstrate the complexity of IPV and the importance of taking an empirical approach to prevention and treatment.
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Princeton Review GMAT Focus Premium Prep: 5 Practice Tests (Including 3 Full-Length CAT Exams) + Content Review + Techniques (Princeton Review: Graduate School Test Preparation), 35th Edition by The Princeton Review
English | September 24th, 2024 | ISBN: 0593517806 | 640 pages | True EPUB | 50.03 MB
THE ALL-IN-ONE SOLUTION FOR YOUR HIGHEST SCORE ON THE GMAT FOCUS! This comprehensive guide includes 3 computer-adaptive (CAT) practice tests online, 2 additional diagnostic exams in-book, detailed reviews of critical content, and access to bonus online tools.

The GMAT Focus is the leanest (and meanest) version of the GMAT ever! Get the info you need to approach the revised test with confidence and achieve your highest possible score with this updated guide from The Princeton Review.
Techniques That Actually Work
* Powerful tactics to avoid traps and help beat the exam
* Step-by-step problem-solving guides for the toughest question types
* Key strategies to help you work smarter, not harder
Everything You Need for a High Score
* Fully revised for the GMAT Focus exam
* Comprehensive subject coverage of all GMAT topics
* A thorough review of necessary Quantitative Reasoning, Verbal Reasoning, and Data Insights skills
* Bulleted chapter summaries for quick reference
Practice Your Way to Excellence
* 3 full-length CAT practice exams online for practice that mimics the actual exam experience
* 2 new diagnostic tests in the book with 120 total questions, organized by GMAT topic
* Score reports and detailed answer explanations for all exams
* 140+ additional in-book practice drill questions
* 2-week, 4-week, and 6-week study plans
Premium Online Features
* Bonus Quantitative, Verbal, and Data Insights drills
* Video tutorials with expert advice from leading course instructors
* Examples of successful b-school essays and interviews with admissions officers
* Special "Business School Insider" section packed with helpful info on admissions and financial aid, the MBA, your career, writing winning essays, and more

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Production Technology of Fruits and Plantation Crops First Edition
by Ankur Sharma, Prabhat Kumar, V. K. Tripathi
English | 2025 | ISBN: 1032944129 | 383 pages | True PDF EPUB | 42.3 MB

Based on the 5th Dean's committee of ICAR and NEP 2020, this book provides an overview of the important aspects of fruit crops. It covers all important fruit crops including tropical, subtropical, temperate, and arid fruits. The subject matter in this book also discusses the importance and scope of fruit and plantation crop industry in India and the importance of rootstocks. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan) Based on the 5th Dean's committee of ICAR and NEP 2020, this book provides an overview of the important aspects of fruit crops. It covers all important fruit crops including tropical, subtropical, temperate, and arid fruits.

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Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs
English | 2024 | ISBN: 1800615043 | 296 Pages | PDF (True) | 11 MB
In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, including sensors, mobile devices, wearable trackers and security cameras. These data, commonly referred to as big data, are challenging current storage, processing and analysis capabilities. New models, languages, systems and algorithms continue to be developed to effectively collect, store, analyze and learn from big data.

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Jeremy D. Safran, "Psychoanalysis and Psychoanalytic Therapies "
English | ISBN: 1433832321 | 2020 | 212 pages | EPUB, PDF | 582 KB + 1208 KB
Psychoanalysis and Psychoanalytic Therapies provides an overview of the history, practice, and ongoing developments in the field of psychoanalysis.

As the original theory of psychotherapy, psychoanalysis is often presented as a starting point in psychology theory courses. Yet, many people's understanding of psychoanalysis is limited to the classic Freudian approach. Psychoanalysis and Psychoanalytic Therapies, Second Edition provides an overview of the historical evolution of, and recent advancements in this vital group of theories and approaches to psychotherapy, that have been refined over more than a century of international work by key theorists, researchers, and clinicians.
This primer to psychoanalytic approaches, including clinical strategies and case examples illustrating short‑ and long‑term psychoanalytic treatment, is an essential resource for students and trainees interested in learning about psychoanalysis, as well as experienced clinicians seeking to refresh their knowledge. This new edition has been updated to include more contemporary perspectives on identity, diversity, and intersectionality in the context of psychoanalysis, as well as an expanded discussion of defenses, dream interpretation, recent research, and ongoing developments in the field.
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Dr. David B. Feldman PhD, "Public Speaking for Psychologists: A Lighthearted Guide to Research Presentations, Job Talks, and Other Opportunities to"
English | ISBN: 1433807300 | 2010 | 160 pages | PDF | 7 MB
Public Speaking for Psychologists is a practical and lighthearted guide to planning, designing, and delivering a presentation.

Public speaking is one of the most common fears. Few people look forward to talking in front of others and even fewer do it as effectively as they could. A career in psychology and its related fields involves extensive public speaking, so you will need to learn to do it well. With time and practice, you too can become a confident and effective presenter.
The first half of Public Speaking for Psychologists covers the nuts-and-bolts of public speaking: preparing a talk, submitting an abstract, developing your slides, managing anxiety, handling questions, and preventing public-speaking disasters. The second half applies these tips to common presentations, such as research talks, poster presentations, job talks, and talks to lay audiences. Throughout the book, the authors-both experienced presenters-offer realistic advice, useful tips, and humorous stories of embarrassing mistakes they'll never make again.
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