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Lectures on Advanced Topics in Categorical Data Analysis
English | 2024 | ISBN: 3031558545 | 385 Pages | PDF EPUB (True) | 18 MB
This book continues the mission of the previous text by the author, Lectures on Categorical Data Analysis, by expanding on the introductory concepts from that volume and providing a mathematically rigorous presentation of advanced topics and current research in statistical techniques which can be applied in the social, political, behavioral, and life sciences. It presents an intuitive and unified discussion of an array of themes in categorical data analysis, and the emphasis on structure over stochastics renders many of the methods applicable in machine learning environments and for the analysis of big data.

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[booksz]

Libro di cucina per il Capodanno: Ricette Deliziose per Antipasti Festivi, Piatti Principali, Dessert e Bevande
by Eva Hartley
Italian | December 15, 2024 | ASIN: B0DQK9DDFT | 147 pages | PDF | 32 Mb

Festeggia il Capodanno con stile con *Libro di cucina per il Capodanno*! Questa raccolta di ricette festive facili da seguire è pensata per portare gioia alla tua celebrazione, con antipasti deliziosi, piatti principali sostanziosi, dessert decadenti e bevande frizzanti. Che tu stia organizzando un grande banchetto o gustando una cena intima a casa, questo libro di cucina offre qualcosa per tutti. Dalle carni arrosto e insalate saporite ai cocktail di champagne e dolci prelibati, crea pasti indimenticabili per salutare l'anno nuovo. Perfetto per principianti e cuochi esperti, questo libro ti aiuterà a dare inizio all'anno con piatti deliziosi che i tuoi ospiti ameranno.

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[booksz]

John S. Feinberg, "Light in a Dark Place: The Doctrine of Scripture (Foundations of Evangelical Theology)"
English | 2018 | pages: 800 | ISBN: 1433539276 | EPUB | 1,3 mb
What we believe about the Bible is foundational to every part of life. Scripture is the very Word of God, the final authority for all of theology, the governing source of all other doctrines. In the latest volume of the Foundations of Evangelical Theology series, theology professor John S. Feinberg has written a landmark work on the doctrine of Scripture, offering a robust, serious treatment of topics such as revelation, the canon, inerrancy, infallibility, sufficiency, preservation, and more―all with the goal of helping readers cherish, obey, and be transformed by what God has spoken in his Word.

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Linear Regression With Python: A Tutorial Introduction to the Mathematics of Regression Analysis by James V. Stone
English | January 13, 2022 | ISBN: 191627918X | True PDF | 138 pages | 3.6 MB
Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This brief book explains the essential mathematics required to understand and apply regression analysis.

The tutorial style of writing, accompanied by over 30 diagrams, offers a visually intuitive account of linear regression, including a brief overview of nonlinear and Bayesian regression. Hands-on experience is provided in the form of numerical examples, included as Python code at the end of each chapter, and implemented online as Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book provides an ideal introduction to regression analysis.

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Linux Unlocked: From Novice to Expert
by S Rathore
English | December 15, 2024 | ASIN: B0DQLSL61M | 242 pages | PDF | 78 Mb

Unlock the power of Linux with this comprehensive guide designed to take you from a complete novice to an expert user. Whether you're new to Linux or looking to deepen your understanding, Linux Unlocked: From Novice to Expert offers step-by-step instructions, practical tips, and clear explanations to help you master one of the most powerful and flexible operating systems in the world.
In this book, you will discover:
Foundational Concepts: Understand the core principles of Linux, including its history, file structure, and key commands.
Hands-on Learning: Practical exercises and real-world examples guide you through setting up, configuring, and using Linux effectively.
System Administration: Learn how to manage users, file permissions, software installation, and system security with ease.
Advanced Topics: Dive deeper into scripting, automation, networking, and performance optimization as you progress toward mastery.
Troubleshooting & Problem Solving: Gain the confidence to troubleshoot common issues and solve problems that arise in a Linux environment.
Designed for readers of all levels, Linux Unlocked breaks down complex topics into easy-to-understand lessons, allowing you to build your skills at your own pace. Whether you're aiming to switch to Linux, enhance your career, or simply explore a new and exciting world of computing, this book is your ultimate guide to unlocking the full potential of Linux.

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R.N. Karch, Amy M., "Lippincott Nursing Drug Guide"
English | ISBN: 1469839377 | 2015 | 1515 pages | EPUB | 34 MB
A comprehensive, up-to-date drug guide for nursing students and practicing nurses, Lippincott Nursing Drug Guide provides quick A-to-Z access to current, vital drug information. The book provides complete monographs for 725 common drugs, including generic and trade names, pronunciations, pregnancy risk category, controlled substance schedule (if appropriate), drug classes, therapeutic actions, indications, contraindications and cautions, available forms, dosages, pharmacokinetics, IV facts (if appropriate), adverse effects, interactions, and nursing considerations organized by nursing process steps (assessment, interventions, and teaching points).

The Lippincott Nursing Drug Guide is the only drug book that includes a DO NOT CRUSH" logo so nurses can quickly identify medications that should not be crushed - a key patient safety feature.
More than 20 appendices cover a wealth of additional information, from key facts on more than 200 less commonly used drugs to alternative and complementary therapies, pediatric dosages, federal drug classifications, normal lab values, topical and ophthalmic drugs, combination products, CYP450 metabolized drugs, and more. The book also includes a 32-page full-color photoguide to pills and capsules and a detailed index for quick retrieval of needed information.
The electronic ancillary, called the Web Toolkit, contains the latest FDA updates on new drugs, indications, and warnings; videos on safe drug administration; an audio pronunciatiion guide; an English-Spanish translator; mechanisms and sites of action graphics for selected drugs; updated NCLEX-style questions; a free CE test; bonus discounts; and more.
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Natasha Heller, "Literature for Little Bodhisattvas: Making Buddhist Families in Modern Taiwan "
English | ISBN: 0824897641 | 2025 | 258 pages | PDF | 4 MB
In Literature for Little Bodhisattvas, Natasha Heller makes two key interventions: first, she argues that picturebooks are a new genre of Buddhist writing, and second, she calls attention to an emergent family Buddhism in Taiwan that fashions children as religious subjects through shared attention with adult readers.

Surveying Taiwanese Buddhism from the ground up, Heller explores the changing family dynamics that have made children into a crucial audience for Buddhist education and the home a key site for Buddhist cultivation. By taking picturebooks seriously as part of the Buddhist textual tradition, Heller demonstrates their engagement with canonical sources alongside innovations for modern audiences. Close readings analyzing both text and image trace narrative themes about Buddhist figures, and connect representations of buddhas and bodhisattvas to a visual culture where new values such as cuteness are articulated. Heller shows that picturebooks have become an integral part of a contemporary Buddhist education that equips children with strategies to interpret everyday life in Buddhist ways and provides religious models for action in the modern world.
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Dr. James Reichert, "Literature for the Masses: Japanese Period Fiction, 1913-1941"
English | ISBN: 082489801X | 2025 | 354 pages | PDF | 3 MB
Literature for the Masses is the first English-language book on popular stories known in Japan alternatively as period fiction or mass literature. It highlights the important cultural and ideological work performed by this ubiquitous, yet overlooked, literary form. Focused on the years 1913 to 1941, which coincide exactly with the rise of industrial capitalism and mass culture in Japan, the book challenges the conventional wisdom that period-themed entertainment was an anachronistic holdover from the past. Through a close analysis of well-known examples of the genre, such as Nakazato Kaizan's The Great Buddha Pass (1913-1921), Yoshikawa Eiji's Miyamoto Musashi (1935-1939), and Mikami Otokichi's The Transformation of Yukinojō (1934-1935), Reichert shows how these materials were thoroughly integrated into both the modern media ecosystem and the creative sphere of the written arts.

The book further broadens its perspective by including other more experimental narratives not typically categorized as belonging to the genre: Shimazaki Tōson's
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Literature, the Gothic and the Reconstruction of History: The Past as Nightmare
by Daniel Renshaw and Neil Cocks
English | 2025 | ISBN: 1032736461 | 239 Pages | True PDF | 20 MB

In the Gothic, nothing stays buried for long. Since its inception in the mid-eighteenth century, the Gothic imagination has been concerned with the pasts of the societies from which it emerged. This collection, featuring contributions from archivists, historians and literary critics, examines how horror fiction and the wider Gothic mode have engaged with the constructed conception of "history".
From Victorian nightmares of Jurassic jungles to ghost stories on the contemporary stage, the contributors adopt varied and innovative approaches to consider how the Gothic has created, complicated and sometimes subverted historical narratives. In doing so, these works blur the distinctions between the "historical record" and creative endeavour, undermine linear and sequential understandings of the progress of time and dissolve temporal boundaries. The collection explores a variety of Gothic forms including drama, poetry, prose, illustration, film and folklore, and it draws on classic texts such as Wuthering Heights and Dracula, as well as less familiar works, including Reynolds' The Mysteries of London and Baldini's Mal'aria.
Literature, the Gothic and the Reconstruction of History will be invaluable to students and scholars interested in the confluences of literary and historical endeavour, the creation and depiction of historical constructs in popular culture, and Gothic horror in its myriad forms.

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Living in a Microbial World
by Bruce V. Hofkin
English | 2020 | ISBN: 0815345143 | 497 pages | True PDF | 398.99 MB

As with the first edition, this second edition of Living in a Microbial World is written for students taking a general microbiology course, or a microbiology-based course for non-science majors. The conversational style and use of practical, everyday examples make the essential concepts of microbiology accessible to a wide audience. While using this approach, the text maintains scientific rigor with clear explanations spanning the breadth of microbiology, including health, evolution, ecology, food production, biotechnology, and industrial processes. Each chapter contains a series of case studies based on microbiology in the news, in history, and in literature. There are questions at the end of each case study and the end of each chapter, as well as an online quiz with help on answering the questions. The text, questions, and cases have been updated to reflect the changing influence of microbiology in the world today, from the microbiome, to new disease outbreaks (Ebola and Zika) and antibiotic resistance, to new biotechnology tools (CRISPR-Cas).

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LLM & Transformer Interview Essentials A-Z: A Silicon Valley Insider's Guide by X. Fang
English | November 22, 2024 | ISBN: N/A | ASIN: B0DNTJ4ZNG | 366 pages | EPUB | 15 Mb
Ever since the release of ChatGPT in November 2022, the advances in AI and its growth in the public consciousness have been tremendous. At the heart of these epochal changes lies a single machine learning component: the transformer. Like the transistor of the 1960s, the transformer of the 2020s has given us an efficient, composable structure for solving generalized problems, and the transformer can be replicated, scaled up, modularized, and miniaturized however we might need. While the large language models (LLMs) that underpin products like ChatGPT are the most popular, these are but one configuration of the transformer.

This book is written for the engineers, machine learning scientists, data scientists, and technologists who are either working with LLMs or transformers, or who are currently trying to break into the field. This technology is so new that machine learning interviews for such positions have not yet been standardized and commoditized to the level of LeetCode, so a broad familiarity with the core concepts is required. Indeed, it is possible to be an expert on one aspect of the LLM space yet still be blindsided by a comparatively rudimentary question on another.
Table of Contents
I. Architecture Fundamentals
Chapter 1. A ⇒ Attention
Chapter 2. V ⇒ Vanilla Transformer
Chapter 3. E ⇒ Embeddings
Chapter 4. C ⇒ Chinchilla Scaling Laws
Chapter 5. I ⇒ InstructGPT
Chapter 6. R ⇒ RoPE
Chapter 7. M ⇒ Mixture of Experts
II. Lossless Optimizations
Chapter 8. K ⇒ KV Cache
Chapter 9. H ⇒ H100
Chapter 10. F ⇒ FlashAttention
Chapter 11. N ⇒ NCCL
Chapter 12. P ⇒ Pipeline Parallelism
Chapter 13. T ⇒ Tensor Parallelism
Chapter 14. Z ⇒ ZeRO
III. Lossy Optimizations
Chapter 15. Q ⇒ Quantization
Chapter 16. W ⇒ WxAyKVz
Chapter 17. G ⇒ GPTQ
Chapter 18. L ⇒ LoRA
Chapter 19. B ⇒ BitNet
Chapter 20. D ⇒ Distillation
Chapter 21. S ⇒ Structured Sparsity

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[booksz]

Logs and Telemetry
by Phil Wilkins
English | 2025 | ISBN: 1633437477 | 392 pages | True EPUB | 13.65 MB

Build cloud native observability pipelines with minimal footprints and high-performance throughput-all with Fluent Bit, Kubernetes, and your favorite visualization and analytics tools.
Logs and Telemetryis an all-practical guide to monitoring both cloud-native and traditional environments with the Fluent Bit observability tool. It takes you from the basics of collecting app logs, all the way to filtering, routing, enriching and transforming logs, metrics, and traces.
InsideLogs and Telemetryyou'll learn how to:
Deploy Fluent Bit for telemetry (log, metric, and trace) collectionConfigure pipelines to filter, route, and transform dataIntegrate Fluent Bit with containers and KubernetesConfigure Fluent Bit to work with OpenTelemetry, Prometheus, and other open source techMonitor applications at scale with minimal footprintAddress challenges in Kubernetes-based ecosystems using Fluent BitUtilize Fluent Bit for real-time event analytics to derive new metrics and insightsDevelop custom filters, inputs, and outputs for unique or reusable use cases
Logs and Telemetry draws on both the input and support of key committers and founders of Fluent Bit, and author Phil Wilkins' years of experience in DevOps. Inside, you'll see how you can integrate Fluent Bit with Prometheus, OpenTelemetry, FluentD deployments, and more. Learn how Fluent Bit can not only meet all the demands of cloud-native use cases, but also more traditional deployments as well.
About the technology
Fluent Bit is a super-fast lightweight observability tool that's perfect for Kubernetes and containers, as well as traditional IT environments. Fluent Bit makes it a snap to extract meaning from the logs, traces, and other performance metrics generated by your applications and infrastructure. It's also a great way to route telemetry to analysis tools like Prometheus and Grafana.
About the book
Logs and Telemetry shows you how to turn systems data into actionable insights using Fluent Bit. You'll start by learning the pre-built plugins for common use cases and progress to integration with powerful tools like OpenTelemetry and real-time analytical event processing. You'll use plugins to configure routing, filtering and processing, automate your observability with Lua scripts, and configure Fluent Bit to meet the demands of highly scalable environments.
What's insideDeploy Fluent Bit for telemetry collectionConfigure pipelines to filter, route, and transform dataIntegrate Fluent Bit with containers and KubernetesMonitor applications at scale
About the reader
For developers, DevOps engineers, and SREs working with observability.
About the author
Phil Wilkinshas spent over 25 years in the software industry from multinationals to software startups. He is the author of Logging in Action.
The technical editor on this book wasKarthik Gaekwad.
Table of Contents
Part 1
1 Introduction to Fluent Bit
2 From zero to "Hello, World"
Part 2
3 Capturing inputs
4 Getting inputs from containers and Kubernetes
5 Outputting events
6 Parsing to extract more meaning
7 Filtering and transforming events
Part 3
8 Stream processors for time series calculations and filtering
9 Building processors and Fluent Bit extension options
10 Building plugins
11 Putting Fluent Bit into action: An enterprise use case
Appendix A Installations
Appendix B Useful resources
Appendix C Comparing...

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Long-Term Preservation of Digital Documents: Principles and Practices By Prof. Dr. Uwe M. Borghoff, Peter Rödig, Lothar Schmitz, Jan Scheffczyk (auth.)
2006 | 274 Pages | ISBN: 3540336397 | PDF | 5 MB
Key to our culture is that we can disseminate information, and then maintain and access it over time. While we are rapidly advancing from vulnerable physical solutions to superior, digital media, preserving and using data over the long term involves complicated research challenges and organization efforts.Uwe Borghoff and his coauthors address the problem of storing, reading, and using digital data for periods longer than 50 years. They briefly describe several markup and document description languages like TIFF, PDF, HTML, and XML, explain the most important techniques such as migration and emulation, and present the OAIS (Open Archival Information System) Reference Model. To complement this background information on the technology issues the authors present the most relevant international preservation projects, such as the Dublin Core Metadata Initiative, and experiences from sample projects run by the Cornell University Library and the National Library of the Netherlands. A rated survey list of available systems and tools completes the book.With this broad overview, the authors address librarians who preserve our digital heritage, computer scientists who develop technologies that access data, and information managers engaged with the social and methodological requirements of long-term information access.

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Machine Learning for Beginners: Master Fundamentals in NLP, ML Algorithms, Deep Learning, and More with This Simple Introductory Guide. Learn ML Techniques in Less Than 14 Days by Cobas Inkworks
English | August 9, 2024 | ISBN: N/A | ASIN: B0CWDXTS4Y | 224 pages | EPUB | 1.39 Mb
�� Ignite Your Machine Learning Potential!

Master NLP, Deep Learning, Machine Learning Algorithms, and More in Just 14 Days, Even if You're an Absolute Beginner!
Are you ready to dive into the fascinating world of Machine Learning?
Feeling overwhelmed by the complex world of Machine Learning (ML) and its ubiquity in today's tech-scape? Yearning to grasp the core concepts but finding the jargon and mathematics daunting? Want to leverage machine learning to advance your career, launch an exciting project, or just to satisfy your curious mind?
You're not alone. In fact, according to a Variance Explained survey, about 40% of people learning Machine Learning from scratch get lost in conversion.
The good news? It doesn't have to be this way. Machine learning doesn't have to be overwhelming, especially with advanced technology at our fingertips.
Take a breath and buckle up because we're about to debunk the myth that machine learning is a complex field reserved only for tech wizards and cyborgs.��
This Detailed Guide Will Help You:
* �� A clear, jargon-free introduction to machine learning, setting a strong foundation for your journey.
* �� Step-by-step guides to 7 key machine learning algorithms with practical examples.
* �� The art of Natural Language Processing (NLP) in simple, actionable steps.
* �� Explore the depth of Deep Learning fundamentals and its real-world applications.
* �� Easy-to-digest chapters on complex mathematical concepts underpinning machine learning.
* �� The top 5 Machine Learning libraries in Python for a seamless programming experience.
* ✨ Secrets of successful ML models and tips for building your own.
* �� An in-built glossary clarifying the 50 most commonly used ML terminologies - no more guessing games!
* ⚖ A dedicated section to understand the ethical implications and societal impact of Machine Learning.
* �� Powerful tools to evaluate and validate machine learning models.
* �� Engaging quizzes to reinforce your learning and gauge your progress.
* �� How to create a positive and productive learning community, connecting with global machine learning enthusiasts.
* �� A groundbreaking introduction to neural networks and their applications in Machine Learning.
... and so much more!
It's natural to think, "What if I don't have preliminary knowledge of programming or mathematics?"
Relax. This guide assumes no prior knowledge and progressively introduces you to the concepts. Remember, the objective is to empower you with knowledge, irrespective of your skill level. Complex math - simplified. Programming - broken down. Jargon decrypted. Each line of code is dissected and each concept elucidated.
As technology advances and AI technologies proliferate, machine learning is rapidly becoming a critical skill. Don't miss out on this unparalleled chance to turn your curiosity into mastery.

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Malware Development for Ethical Hackers: Learn how to develop various types of malware to strengthen cybersecurity by Zhassulan Zhussupov
English | June 28th, 2024 | ISBN: 1801810176 | 390 pages | True PDF | 27.71 MB
Packed with real-world examples, this book simplifies cybersecurity, delves into malware development, and serves as a must-read for advanced ethical hackers

Key Features
* Learn how to develop and program Windows malware applications using hands-on examples
* Explore methods to bypass security mechanisms and make malware undetectable on compromised systems
* Understand the tactics and tricks of real adversaries and APTs and apply their experience in your operations
Book Description
Malware Development for Ethical Hackers is a comprehensive guide to the dark side of cybersecurity within an ethical context. This book takes you on a journey through the intricate world of malware development, shedding light on the techniques and strategies employed by cybercriminals. As you progress, you'll focus on the ethical considerations that ethical hackers must uphold. You'll also gain practical experience in creating and implementing popular techniques encountered in real-world malicious applications, such as Carbanak, Carberp, Stuxnet, Conti, Babuk, and BlackCat ransomware. This book will also equip you with the knowledge and skills you need to understand and effectively combat malicious software. By the end of this book, you'll know the secrets behind malware development, having explored the intricate details of programming, evasion techniques, persistence mechanisms, and more.
Who is this book for?
This book is for penetration testers, exploit developers, ethical hackers, red teamers, and offensive security researchers. Anyone interested in cybersecurity and ethical hacking will also find this book helpful. Familiarity with core ethical hacking and cybersecurity concepts will help you understand the topics discussed in this book more easily.
What you will learn
* Familiarize yourself with the logic of real malware developers for cybersecurity
* Get to grips with the development of malware over the years using examples
* Understand the process of reconstructing APT attacks and their techniques
* Design methods to bypass security mechanisms for your red team scenarios
* Explore over 80 working examples of malware
* Get to grips with the close relationship between mathematics and modern malware

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