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[booksz]

Chinese Menu The History, Myths, and Legends Behind Your Favorite Foods

Chinese Menu: The History, Myths, and Legends Behind Your Favorite Foods by Grace Lin
English | September 12, 2023 | ISBN: 0316486000 | 288 pages | EPUB | 216 Mb
The perfect gift bookfor anyone who loves good food-and an even better story!

Newbery and Caldecott honoree andNew York Timesbestselling author Grace Lin delivers a groundbreaking, lushly illustrated, and beautifully written full-color book that explores the whimsical myths and stories behind your favorite American Chinese food.
A New York Times bestseller!
An ALA Notable Book
A BookPage Best Book of the Year!
A New York Public LibraryBest Bookof 2023!
From fried dumplings to fortune cookies, here are the tales behind your favorite foods.
Do you know the stories behind delectable dishes-like the fun connection between scallion pancakes and pizza? Or how dumplings cured a village's frostbitten ears?Or how wonton soup tells about the creation of the world?
Separated into courses like a Chinese menu, these tales-based in real history and folklore-are filled with squabbling dragons, magical fruits, and hungry monks. This book will bring you to far-off times and marvelous places, all while making your mouth water. And, along the way, you might just discover a deeper understanding of the resilience and triumph behind this food, and what makes it undeniably American.
Award-winning and bestselling author Grace Lin provides a visual and storytelling feast as she gives insight on the history, legends, and myths behind your favorite American Chinese dishes.Chinese Menumakes the perfect gift book for anyone who loves good food-and an even better story.
Don't miss:
Where the Mountain Meets the Moon
Starry River of the Sky
When the Sea Turned to Silver
The Year of the Dog
The Year of the Rat
Dumpling Days

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[booksz]

Chosen Soldier The Making of a Special Forces Warrior

Dick Couch, "Chosen Soldier: The Making of a Special Forces Warrior"
English | ISBN: 0307339394 | 2008 | 416 pages | AZW3 | 2 MB
An unprecedented view of Green Beret training, drawn from the year Dick Couch spent at Special Forces training facilities with the Army's most elite soldiers.

In combating terror, America can no longer depend on its conventional military superiority and the use of sophisticated technology. More than ever, we need men like those of the Army Special Forces-the legendary Green Berets.
Following the experiences of one class of soldiers as they endure this physically and mentally exhausting ordeal, Couch spells out in fascinating detail the demanding selection process and grueling field exercises, the high-level technical training and intensive language courses, and the simulated battle problems that test everything from how well SF candidates gather operational intelligence to their skills at negotiating with volatile, often hostile, local leaders.
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[booksz]

Chroma for Embedding Management in LLM Applications The Complete Guide for Develop...

Chroma for Embedding Management in LLM Applications: The Complete Guide for Developers and Engineers
English | 2025 | ISBN: None | 361 pages | EPUB (True) | 1.91 MB
"Chroma for Embedding Management in LLM Applications"

This comprehensive guide offers an in-depth exploration of modern embedding management, focusing on the pivotal role of Chroma in large language model (LLM) architectures. Beginning with the mathematical foundations and practical workflow integration of embeddings, the book provides readers with a clear understanding of how dense, sparse, contextual, and multimodal representations underpin today's AI systems. It thoroughly addresses the challenges of scale, performance optimization, and the stringent requirements for security and privacy that increasingly define enterprise-grade AI infrastructure.
The heart of the book details Chroma's robust system architecture, from core structural principles and extensible plugin frameworks to advanced querying and index strategies designed for high-dimensional vector search. Readers are guided through critical topics such as persistent storage, consistency models in distributed systems, and state-of-the-art search acceleration techniques. Carefully selected case studies and best practices demonstrate seamless integration of Chroma in LLM training, fine-tuning, and real-time inference workflows-highlighting strategies for data ingestion, embedding enrichment, validation, and cross-modal data fusion.
Addressing the demands of production-scale deployments, the text delves into advanced topics like autoscaling, cost modeling, automated operations, and energy-efficient serving architectures. Equally, it dedicates substantial attention to trust and compliance through robust security, privacy-preserving processing, and governance. The concluding chapters look ahead to the evolving Chroma ecosystem, benchmarking innovations, and industry standards, equipping practitioners, architects, and researchers with the insights needed to build, manage, and future-proof next-generation embedding infrastructures for LLM-powered applications.

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[booksz]

Churchill Comes of Age Cuba 1895

Dr. Hal Klepak, "Churchill Comes of Age: Cuba 1895"
English | ISBN: 0750962259 | 2015 | 288 pages | AZW3 | 7 MB
The untold story of Churchill's first international adventure, coming of age, and showing for the first time his exceptional characteristics-told with the help of original research into Spanish and Cuban archives and interviews

In 1895, Churchill showed already what kind of man he was going to be, as he went on his first international adventure, saw his 21st birthday, had his baptism of fire, wrote his first military analysis, engaged in his first dicey diplomatic mission, conducted his first intelligence work, found himself in his first major controversy with the press, and was a journalist and indeed a war correspondent for the first time. He engaged in his first political analysis, shamelessly used his connections, and did all of this in what was soon to be known as the "Churchill style." While up to now attention has been put on his Indian frontier and Boer War experience as the most formative moments in his youth, this book shows that his much earlier Cuban trip was really the moment when he "came of age" in almost every sense.
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[booksz]

Churchill's White Rabbit The True Story of a Real-Life James Bond

Sophie Jackson, "Churchill's White Rabbit: The True Story of a Real-Life James Bond"
English | ISBN: 0752467484 | 2013 | 224 pages | AZW3 | 4 MB
A revealing biography of Edward Yeo-Thomas GC, the man who inspired Ian Fleming's James Bond

Edward Yeo-Thomas GC was one of the bravest of the brave. A fluent French-speaker, he joined SOE and was parachuted into occupied France three times to work with the Resistance. Appalled by the lack of help the British were providing, he managed to arrange a five-minute meeting with Winston Churchill, during which he persuaded him to do more. On his third mission he was betrayed and captured by the Gestapo; he suffered horrendous torture before being sent to Buchenwald concentration camp, from where he eventually managed to escape, making it back to Allied lines shortly before the end of the war. This biography reveals new information about how the torture affected Yeo-Thomas, the state of SOE-Resistance cooperation, Gestapo typhus experiments at Buchenwald, and how "White Rabbit," Yeo-Thomas, provided the inspiration for Ian Fleming's famous secret agent, James Bond.
Read more

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[booksz]

Cinematic Worldbuilding A TTRPG Approach to Storytelling

Cinematic Worldbuilding
by Nicholas LaRue
English | 2026 | ISBN: 1032885157 | 281 pages | True PDF EPUB | 11.95 MB

Everybody has a story in them. Some people lack the language and the tools to tell that story effectively. As an avid tabletop role-playing game player, I'm amazed at people's ability to tell stories on the spot. Both the players and the game masters are creating worlds in their minds and playing out the events, using improv, in real-time. Being an author and screenwriter, I know how difficult it is to create consistent and well-constructed characters, themes, and conflicts. I believe that storytellers looking to level up in the classroom, their hobby, or career could learn a lot from games like Dungeons & Dragons, Pathfinder, and others. This book seeks to give people the tools and language to create and master their worlds and characters, using TTRPG mechanics and rulesets as foundational elements. This book will contain insights and interviews from some of today's most respected game masters, players, actual play actors, and we'll also hear from some of the people behind the scenes responsible for creating these games, and how they view worldbuilding and storytelling for their audiences.

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[booksz]

Circadian Web The Space of Time

Circadian Web: The Space of Time by Alistair Conwell
English | August 1, 2025 | ISBN: 1803418281 | True EPUB | 328 pages | 5.3 MB
Across four disconnected timelines, a freelance writer, a Tibetan Buddhist monk, a Latin tutor, and a science teacher hold subconscious secrets. Events in their lives make them question their deepseated beliefs. Mysterious women could hold the key to finding answers to their internal conflicts or be intent on pushing them down the rabbit hole. Our subconscious can protect us from traumatic memories ... but the truth cannot remain repressed forever.

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[booksz]

Citizens of the Whole World Anti-Zionism and the Cultures of the American Jewish Left

Citizens of the Whole World: Anti-Zionism and the Cultures of the American Jewish Left by Benjamin Balthaser
English | July 22, 2025 | ISBN: 1804291374 | 320 pages | EPUB | 1.24 Mb
After a tumultuous century, the Jewish radical tradition lives on in the United States

Since October 7, 2023, the world has witnessed a massive American Jewish uprising in support of Palestinian liberation. Through sit-ins in Congress or Grand Central Terminal, through petitions and marches, thousands of Jews have made it known the Israeli state is not acting in their name. This resistance did not come out of nowhere. Citizens of the Whole World returns us to its roots in the "red decade" of the 1930s and, from there, traces the history of American Jewish radicals and revolutionaries to the present day.
Benjamin Balthaser delves into radical Jewish novels and memoirs, as well as interviews with Jewish revolutionaries, to unearth a buried if nonetheless unbroken continuity between leftist Jewish Americans and the diasporic internationalism of today.
Covering more than just the politics of anti-Zionism, Citizens of the Whole World explores the Jewish revolutionary traditions of Marxist internationalism, Jewish solidarity with Third World struggles, and relations between Jewish and Black radicals during the Civil Rights era.
Balthaser's book stages an intervention into current anti-Zionist politics, suggesting activists can learn from past struggles to help form a future politics in a world after Zionism.

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[booksz]

Clean Code with Bash Scripts Writing Readable, Maintainable, and Efficient Shell S...

Clean Code with Bash Scripts: Writing Readable, Maintainable, and Efficient Shell Scripts
English | April 12, 2025 | ASIN: B0F4PVCDKN | 305 pages | PDF | 858.21 KB
Clean Code with Bash Scripts

"Clean Code with Bash Scripts: Writing Readable, Maintainable, and Efficient Shell Scripts" fills a significant gap in the technical literature landscape. While numerous resources teach Bash scripting fundamentals, few address the critical art of writing shell scripts that stand the test of time and team collaboration.
Published by CloudMatrix s.r.o., this book transcends the typical syntax-focused manual. Instead, it offers a philosophy and practical framework for elevating Bash scripts from merely functional to truly professional.
The book's twelve chapters follow a logical progression, beginning with foundational concepts and building toward advanced techniques. After a refresher on Bash basics, readers are guided through increasingly sophisticated topics-from script structure and naming conventions to performance optimization and testing methodologies.
What distinguishes this work is its holistic approach. Rather than treating Bash as a quick-and-dirty scripting language, the authors elevate shell scripting to a discipline worthy of the same rigorous standards applied to other programming languages. Each chapter blends theoretical principles with practical examples, showing how clean code concepts manifest in real-world scripting scenarios.
The sections on defensive scripting and error handling are particularly valuable, addressing common pitfalls that plague many production shell scripts. Meanwhile, the chapters on reusability and making scripts configurable demonstrate how to create truly professional tools rather than disposable automation snippets.
Even seasoned Bash veterans are likely to discover new approaches or best practices that improve their scripting style. The authors strike an effective balance between explaining concepts thoroughly enough for relative beginners while providing sufficient depth to engage experienced scripters.
The included appendices serve as valuable quick-reference resources. The "Clean Bash Checklist" provides an actionable framework for evaluating scripts, while the "Common Mistakes" section helps readers avoid typical pitfalls.
The authors' attention to testing and debugging also deserves praise. These aspects of Bash scripting are often overlooked in other resources but are crucial for production-quality code.
Readers seeking an introduction to Bash syntax may need supplementary resources, as the book focuses more on structure and style than language fundamentals. Additionally, those working in highly specialized environments might need to adapt some recommendations to their specific contexts.
Some might question whether applying software engineering principles to Bash is necessary, especially for simple automation tasks. However, the authors make a compelling case that the investment pays dividends as scripts inevitably grow in complexity and importance.
"Clean Code with Bash Scripts" succeeds in its mission to transform how readers approach shell scripting. By emphasizing readability, maintainability, and robustness, it elevates Bash from a convenient automation tool to a serious programming language deserving of professional standards.
For anyone who writes Bash scripts that others might need to understand, modify, or depend upon-or anyone who's struggled to decipher their own scripts months after writing them-this book provides invaluable guidance. It fills a significant void in the technical literature and deserves a place on the digital bookshelf of every system administrator, DevOps engineer, and developer who regularly works with shell scripts.
Whether you're looking to improve your own scripting practices or establish team standards for shell script development, "Clean Code with Bash Scripts" offers a comprehensive roadmap to script quality that will pay dividends in reduced maintenance costs and increased reliability.

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[booksz]

Clear For Takeoff A Beginner's Guide To Passing The Part 107 Exam (Drone Boss Seri...

Clear For Takeoff: A Beginner's Guide To Passing The Part 107 Exam (Drone Boss Series Book 1)
English | July 15, 2025 | ASIN: B0FC97FBBF | 59 pages | EPUB (True) | 663.56 KB
Clear for Takeoff

A Beginner's Guide to Passing the Part 107 Exam
By Malcom Lane
You've got the drone-now get the license.
If you're ready to turn your drone into a source of income, freedom, and opportunity, this is the step-by-step guide that will help you pass the FAA Part 107 exam and start flying like a pro.
Written by certified drone pilot and entrepreneur Malcom Lane, Clear for Takeoff breaks down everything you need to know to earn your commercial drone license-without wasting time or getting lost in confusing jargon. Whether you're starting from scratch or struggling to study, this guide offers clear explanations, real-world examples, and motivational insights from someone who's been in your shoes.
You'll learn:
What the FAA Part 107 license is-and what it allows you to do
How to study smarter and pass the exam the first time
How to understand airspace classes, METARs, charts, and flight safety
What to expect on test day and how to stay calm under pressure
What to do after you pass-including how to start making money with your drone
More than just a study guide, Clear for Takeoff is a mindset shift. It's your launchpad into a growing industry-written in a voice that's real, relatable, and designed for everyday pilots looking to elevate their game.
Includes:
✔ Practice questions
✔ End-of-chapter checklists
✔ FAA definitions + airspace tips
✔ Bonus preview of Book 2: Drone Boss
Whether you're a creator, contractor, side hustler, or aspiring dronepreneur-this guide will help you take flight, pass the test, and own your airspace.

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[booksz]

Click Chemistry

Click Chemistry
by Vinod K. Tiwari, Manoj K. Jaiswal
English | 2024 | ISBN: 9819745950 | 690 Pages | True ePUB | 180 MB

This book comprehensively covers the fundamentals and latest advancements in the area of click chemistry. It discusses notable applications of click chemistry in various emerging areas ranging from chemical biology to catalysis and from medicinal chemistry to material sciences. Various topics covered in this book are catalysis in regioselectivity in click chemistry, organocatalysis in triazole synthesis, Bertozzi's Bioorthogonal Concept, photo-triggered click chemistry, SuFFEx Click, Thiol-Ene Click, MCR Click, Intramolecular Click Chemistry, synthesis of diverse triazoles and their applications, Click's Post Functionalization, etc. The book is a valuable reference for beginners, researchers and professionals interested in sustainable click concept and its diverse applications in allied fields.

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[booksz]

Climate Change Impacts on Nigeria Environment and Sustainable Development

Climate Change Impacts on Nigeria: Environment and Sustainable Development by Johnbosco C. Egbueri, Joshua O. Ighalo, Chaitanya B. Pande
English | PDF,EPUB | 2023 | 581 Pages | ISBN : 3031210069 | 123 MB
This book explores the impacts of climate change on Nigeria. How climate change impacts the productivity and future development of different sectors in Nigeria was covered in this book. Various themes of the Nigerian economy, environment, and climate change were considered. Worthy of note are the impacts of climate change on the Nigerian air quality, surface and groundwater resources, watershed and natural resources' development and planning, soil- quality, fertility, salinization, nutrients and cropping patterns.

Also, the impact of climate change on land use/land cover, urbanization and strategic planning, crops and sustainable crop yield; land degradation, soil erosion, landslides and landscapes, rainfall trend patterns, drought vulnerability; ecology, vegetation/forest, carbon and biomass management of Nigeria were investigated. Finally, the problems of climate change in semi-arid and arid regions (with special emphasis on Nigeria) and possible solutions for sustainable development under the changing climate were discussed in this book. Advanced technologies, such as remote sensing, GIS, multivariate analytical tools, and machine learning techniques, were utilized in the exploration and analysis of the themes of this book. Thus, this book is a very important product for point of view researchers, scientists, NGOs, and university communities on the Nigerian climate change. This book is a useful interdisciplinary tool, cutting across various disciplines such as earth sciences, hydrology, environmental sciences, soil science, engineering, remote sensing, natural resources management, and public health management, etc.
[/b]

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Cloud Application Architecture Patterns Designing, Building, and Modernizing for t...

Cloud Application Architecture Patterns: Designing, Building, and Modernizing for the Cloud by Kyle Brown, Bobby Woolf, Joseph Yoder
English | May 20, 2025 | ISBN: 1098116909 | 647 pages | PDF | 19 Mb
There are more applications running in the cloud than there are ones that run well there. If you're considering taking advantage of cloud technology for your company's projects, this practical guide is an ideal way to understand the best practices that will help you architect applications that work well in the cloud, no matter which vendors, products, or languages you use.

Architects and lead developers will learn how cloud applications should be designed, how they fit into a larger architectural picture, and how to make them operate efficiently. Authors Kyle Brown, Bobby Woolf, and Joseph Yoder take you through the process step-by-step.Explore proven architectural practices for developing applications for the cloudUnderstand why some architectural choices are better suited than others for applications intended to run on the cloudLearn design and implementation techniques for developing cloud applicationsSelect the most appropriate cloud adoption patterns for your organizationSee how all potential choices in application design relate to each other through the connections of the patternsChart your own course in adopting the right strategies for developing application architectures for the cloud

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[booksz]

Cloud Application Security Essentials with Azure

Cloud Application Security Essentials with Azure: Azure application security, confidential computing, app identity, authentication, and authorization
English | 2025 | ASIN: B0FK4457JR | 387 pages | True EPUB | 9.15 MB
Modern application development is deeply intertwined with cloud computing, making robust application security an absolute imperative for every professional. As applications increasingly leverage cloud components and services like Azure, understanding the security implications for both your app architecture and its underlying platform is critical to prevent breaches and ensure system integrity.

This book starts by defining modern app security, outlining crucial security assertions and security metrics for cloud environments. It then dives into different clouds, including private vs. public cloud models and their impact on app security requirements, highlighting Azure examples and confidential computing. You will explore fundamental blockchain concepts and their relevance, then master app identity, app keys, and delegation concepts. This book aims to define metrics to help evaluate the application security level and establish security as a feature of the application.
Upon completing this book, you will possess a strong foundational and practical understanding of how to secure modern applications across diverse cloud landscapes. You will be well-prepared to design, implement, and maintain secure applications, effectively mitigating risks and contributing confidently to your organization's cloud security posture, and evaluate it in other cases.

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[booksz]

Coade Stone A History and Analysis (Cultural Heritage Science)

Coade Stone: A History and Analysis (Cultural Heritage Science) by Howell G. M. Edwards, Christopher J. Brooke
English | October 26, 2024 | ISBN: 3031714318 | 278 pages | PDF | 29 Mb
The history and nature of artificial stone for use in architecture is a subject still shrouded in myth and misconception. This book aims to lay bare those misconceptions and present a scientific and architectural account of these materials, and especially Coade Stone, the most successful of all, which found great favour during the Georgian period. Many examples of Coade Stone cast sculpture still exist and several key examples are presented in context and as case studies . Eleanor Coade's artificial stone was so good that many observers could not distinguish it from the natural stone it replaced: the growth in replication of the neo-classical statuary and building adornment required in the late Georgian and Regency period was well satisfied by the use of Coade stone. A holistic evaluation of Coade stone artefacts is undertaken whereby the use of analytical data, historical documentation, invoices, company records, impressed marks and expert connoisseurship will establishthe attribution of Coade stone artefacts, some of which are currently in the unknown category. Several new scientific analyses are presented that demonstrate the true nature of high temperature fired ceramic Coade Stone and allow comparison with other forms of artificial stone, such as the cold cured cementitious variations, which eventually replaced it in the Victorian period.

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[booksz]

Coastal, Support and Special Squadrons of the RAF and their Aircraft

John D.R. Rawlings - Coastal, Support and Special Squadrons of the RAF and their Aircraft
Jane's Publishing Company Ltd. | 1982 | ISBN: 0710601875 | English | 270 pages | PDF | 234.12 MB
Although most of the glamour of military aviation has fallen to the fighters and bombers, in fact these types were comparatively late on the scene when nations first went to war in the air. The original military squadrons were formed for the purpose of reconnaissance - to find out what was happening on the battlefield and beyond, to scour the shipping lanes for enemy vessels and especially underwater predators. This task has never ceased - the Royal Air Force has always provided reconnaissance for the British Army, and the naval reconnaissance units, expanded into Coastal Command with all the romance of the big flying boats, became almost an air force in themselves. As the Second World War progressed other aviation tasks emerged: advances in technology led to the photo-reconnaissance force which eventually could cover all enemy territory.Large numbers of aircraft were also used for various transport operations, in some cases maintaining whole armies by air support when they could not be reached by land or sea. RAF transport aircraft have carried out many special tasks since, from participation in the Berlin Airlift to the swift transport of troops and equipment in other emergencies. Many other fascinating duties were and areperformed by the RAF support squadrons including paratroop dropping, special ops,air-sea rescue and various semi-operational tasks.Covers all these additional duties flown by more than two hundred and twenty RAF squadrons over the years.

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Code, Document, Control Your Path to Proficiency with Bash, Markdown, and Git (Cod...

Code, Document, Control: Your Path to Proficiency with Bash, Markdown, and Git (Code Mastery Series)
English | April 4, 2025 | ASIN: B0F3V59K6Z | 41 pages | Epub | 240.99 KB
Master the power of three essential tools with this hands-on guide to Bash, Markdown, and Git. Code efficiently with Bash shell scripting to automate tasks and manipulate files on Unix and Linux systems, document clearly with Markdown for seamless technical writing, and control your projects with Git's robust version management and collaboration features. Packed with practical examples, case studies, and pro tips, this book is your path to mastering command-line workflows and boosting productivity. Ready to take charge of your development game?

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Cold Canning The Easy Way to Preserve the Seasons Without Hot Water Processing (A ...

Cold Canning: The Easy Way to Preserve the Seasons Without Hot Water Processing (A Cookbook) by Bruce Weinstein, Mark Scarbrough
English | July 29th, 2025 | ISBN: 0316577979 | 448 pages | True EPUB | 33.30 MB
Discover this food preservation bible for the modern cook, with a collection of 425 recipes for small-batch jams, jellies, chili crisps, pickles, krauts, kimchis, and more that will safely keep for months to years in your fridge or freezer.

Cold canning is a revolutionary new approach to preserving the best produce of the season, without the headache of traditional canning methods. Whether you're canning for convenience, frugality, or fun, these small-batch recipes are simple to make and can be safely stored for months or even years in your refrigerator or freezer.
Home cooks will love cold canning because...
* It'seasier, requiring no unwieldy tools
* It preserves fresher flavorsin the jar
* It saves moneywith small batches
* It saves time with quick setup and cooking
* It's healthier becauserecipes useless sugar and salt
* It's completelysafe
Bestselling authors Bruce Weinstein and Mark Scarbrough are among America's most trusted culinary experts, and here they gather 425 recipes showing how to pickle and preserve the world-from strawberry jam to Sri Lankan lime pickles, from peach-ginger preserves to homemade sambal oelek. WithCold Canning,it is easier than ever to save a taste of the summer for any time of the year.

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Cold Micro Metal Forming

Cold Micro Metal Forming: Research Report of the Collaborative Research Center "Micro Cold Forming" (SFB 747), Bremen, Germany by Frank Vollertsen
English | EPUB | 2020 | 370 Pages | ISBN : 3030112799 | 95.8 MB
This book contains the research report of the Collaborative Research Center "Micro Cold Forming" (SFB 747) of the University of Bremen, Germany. The topical research focus lies on new methods and processes for a mastered mass production of micro parts which are smaller than 1mm (by forming in batch size higher than one million). The target audience primarily comprises research experts and practitioners in production engineering, but the book may also be of interest to graduate students alike.

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Collaborative Machine Learning with MLReef The Complete Guide for Developers and E...

Collaborative Machine Learning with MLReef: The Complete Guide for Developers and Engineers
English | July 24, 2025 | ASIN: B0FJSDQDT5 | 239 pages | EPUB (True) | 1.38 MB
"Collaborative Machine Learning with MLReef"

"Collaborative Machine Learning with MLReef" offers an in-depth, practical roadmap for teams and organizations navigating the complexities of collaborative machine learning in the modern era. The book opens with a comprehensive introduction to the motivations and evolution of collaborative ML, spotlighting the growing importance of productivity, reproducibility, and innovation in data-driven endeavors. Readers are introduced to the MLReef platform, gaining insight into its philosophy, architecture, and positioning within the dynamic landscape of machine learning collaboration. Through real-world use cases and an examination of key technical features, the book paints a clear picture of MLReef's unique contributions and the challenges that collaborative machine learning seeks to address.
Delving into the architecture and extensibility of MLReef, the book guides readers through system modules, scalable design, API integrations, and robust security mechanisms vital for large-scale adoption. Special emphasis is placed on reproducible research, modular workflow design, collaborative data management, and end-to-end MLOps practices-including deployment, monitoring, and continuous improvement. The text advances through advanced topics such as data lineage, privacy-preserving collaboration, federated learning, and responsible AI, ensuring a 360-degree perspective on what it means to operate at the forefront of collaborative machine learning.
Designed for practitioners, team leaders, and innovators, "Collaborative Machine Learning with MLReef" serves both as a hands-on technical guide and a thoughtful exploration of community-driven development. It details advanced strategies for experiment tracking, model governance, security, and compliance-empowering readers to build reliable, scalable, and ethical ML solutions. The book concludes by addressing sustainability, open source growth, and the evolving future of distributed artificial intelligence, positioning MLReef as a catalyst for the next generation of collaborative intelligence in machine learning.

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