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Carl Franklin - British Army Uniforms from 1751 to 1783: Including the Seven Years' War and the American War of Independence
Pen & Sword | 2012 | ISBN: 1848846908 | English | 392 pages | PDF | 210.75 MB
Based on contemporary records and paintings, this book identifies each cavalry and infantry regiment and illustrates changes in uniforms, their facing colors and the nature and shape of lace worn by officers, NCOs and private soldiers from 1751 to 1783. Regiments that served in the American War of Independence are noted and the book includes more than 200 full-color plates of uniforms and distinctions. Divided into four sections, it not only details the cavalry and infantry uniforms of the period but also the tartans of the Highland regiments, some of which were short-lived, and the distinction of the Guards' regiments.

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Broadway Bodies: A Critical History of Conformity by Ryan Donovan
English | February 24, 2023 | ISBN: 0197551076, 0197551084 | True EPUB | 330 pages | 247 MB
Broadway has body issues.

What is a Broadway Body? Broadway has long preserved the ideology of the "Broadway Body": the hyper-fit, exceptionally able, triple-threat performer who represents how Broadway musicals favor certain kinds of bodies. Casting is always a political act, situated within a power structure that gives preference to the Broadway Body.
In Broadway Bodies, author Ryan Donovan explores how ability, sexuality, and size intersect with gender, race, and ethnicity in casting and performance. To understand these intersectional relationships, he poses a series of questions: Why did A Chorus Line, a show that sought to individuate dancers, inevitably make dancers indistinguishable? How does the use of fat suits in musicals like Dreamgirls and Hairspray stigmatize fatness? What were the political implications of casting two straight actors as the gay couple in La Cage aux Folles in 1983? How did deaf actors change the sound of musicals in Deaf West's Broadway revivals? Whose bodies does Broadway cast and whose does it cast aside?
In answering these questions, Broadway Bodies tells a history of Broadway's inclusion of various forms of embodied difference while revealing its simultaneous ambivalence toward non-conforming bodies.

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Broke Heart Blues: A Novel by Joyce Carol Oates
English | October 1, 2024 | ISBN: 1636141145 | True EPUB | 445 pages | 5.9 MB
The much-anticipated reissue of a novel that is one of Joyce Carol Oates's personal favorites among her oeuvre; featuring a new afterword by Oates

IN THE HEART OF A LANGUID JULY, ELEVEN-YEAR-OLD JOHN REDDY HEART drives a traffic-stopping, salmon-colored Cadillac into the quiet upstate town of Willowsville, New York. His mother, Dahlia Heart, a blackjack dealer, has brought her family east from Las Vegas to claim the rambling mansion left to her by a wealthy suitor.
But it is John Reddy―already growing into a heartbreaking hybrid of James Dean, Marlon Brando, and Elvis Presley―who will claim the town itself. It is John Reddy who will arouse the desire of Willowsville's teenage girls and the worship of its boys, the fear and envy of its men, and the yearning of its women. And it is John Reddy who will capture the town's soul forever on the night a prominent citizen is shot dead in Dahlia Heart's bedroom―and a statewide manhunt sweeps Willowsville's rebel outlaw into the realm of living myth.
Over the course of thirty years, Broke Heart Blues charts the rise and fall―and the ultimate call to reckoning― of John Reddy Heart, through the myriad voices of those who find him their whipping boy, savior, dream lover, and confessor. At once a scathing indictment of the cultlike nature of fame and celebrity in America and a deeply moving mediation on human need and longing, the novel explores loneliness, and the profound price we pay for our desires and dreams.

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Gail Omvedt, "Buddhism in India: Challenging Brahmanism and Caste"
English | 2003 | pages: 330 | ISBN: 0761996648, 0761996656, 8132110285 | PDF | 1,4 mb
This book is an historical survey of Buddhism in India and shows how over a period of 2500 years, Buddhism has been engaged in a struggle against caste-hierarchy. It has challenged Brahmanism, the main exploitative system of traditional Indian society, and instead endeavored to build religious egalitarianism.

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Build a Large Language Model (From Scratch)
by Sebastian Raschka
English | 2024 | ISBN: 1633437167 | 368 pages | True/Retail EPUB | 13.69 MB

Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!
InBuild a Large Language Model (from Scratch)bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You'll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.
Build a Large Language Model (from Scratch)teaches you how to:
Plan and code all the parts of an LLMPrepare a dataset suitable for LLM trainingFine-tune LLMs for text classification and with your own dataUse human feedback to ensure your LLM follows instructionsLoad pretrained weights into an LLM
Build a Large Language Model (from Scratch)takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you'll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant.
About the technology
Physicist Richard P. Feynman reportedly said, "I don't understand anything I can't build." Based on this same powerful principle, bestselling author Sebastian Raschka guides you step by step as you build a GPT-style LLM that you can run on your laptop. This is an engaging book that covers each stage of the process, from planning and coding to training and fine-tuning.
About the book
Build a Large Language Model (From Scratch)is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you'll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you'll really understand it because you built it yourself!
What's insidePlan and code an LLM comparable to GPT-2Load pretrained weightsConstruct a complete training pipelineFine-tune your LLM for text classificationDevelop LLMs that follow human instructions
About the reader
Readers need intermediate Python skills and some knowledge of machine learning. The LLM you create will run on any modern laptop and can optionally utilize GPUs.
About the author
Sebastian Raschkais a Staff Research Engineer at Lightning AI, where he works on LLM research and develops open-source software.
The technical editor on this book wasDavid Caswell.
Table of Contents
1 Understanding large language models
2 Working with text data
3 Coding attention mechanisms
4 Implementing a GPT model from scratch to generate text
5 Pretraining on unlabeled data
6 Fine-tuning for classification
7 Fine-tuning to follow instructions
A Introduction to PyTorch
B References and further reading
C Exercise solutions
D Adding bells and whistles to the training loop
E Parameter-efficient fine-tuning with LoRA

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Build: Investing in America's Infrastructure by Sadek Wahba
English | October 1st, 2024 | ISBN: 1647124964 | 392 pages | True EPUB | 4.84 MB
A bold plan for the United States to regain the lead in infrastructure development through privatization and public-private partnerships

America's infrastructure-its essential roads, bridges, ports, airports, power grids, and telecommunications systems-were once the pride of the nation and an example for the world. But now, after years of neglect and oversight, this infrastructure is crumbling and causing catastrophic changes in the US quality of life. Build seeks to explain how American infrastructure collapsed and what can be done to repair it.
In a series of colorful, rarely told cases, Build takes readers on a revealing tour behind the scenes of the successes and debacles of key infrastructure projects to show what works, why the United States has failed in recent decades to invest in infrastructure, and how the private sector can help revitalize the sector, spur job growth, and contribute to climate resilience.
Sadek Wahba examines the private origins of US infrastructure and the federally funded megaprojects that came after the New Deal, investigating the role the private sector can and should play in building infrastructure. By drawing comparisons with systems in the United Kingdom, France, India, and China, Wahba shows that while privatization and public-private partnerships cannot solve all infrastructure challenges, they are essential for closing funding gaps, overcoming political paralysis, and driving major infrastructure advances.
Build will appeal to readers interested in public finance, domestic policy, the role of the federal government, tax policy, and urban affairs.

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Build Your Own Neural Networks: Step-By-Step Explanation For Beginners by Kilho Shin
English | June 23, 2024 | ISBN: N/A | ASIN: B0D7VHY973 | 210 pages | EPUB | 9.23 Mb
Build Your Own Neural Networks: Step-By-Step Explanation For Beginners

Are you curious about how neural networks work and want to build your own from scratch? "Build Your Own Neural Networks" is the perfect guide for beginners looking to dive into the fascinating world of artificial intelligence.
What's Inside?
This book takes you on a journey from the basics to advanced topics, making complex concepts easy to understand with clear explanations and practical examples.Introduction to Neural Networks: Learn what neural networks are, how they work, and explore their real-world applications and challenges.Setup and Installation: Get step-by-step instructions on setting up your programming environment, including using Jupyter Notebooks and Python basics.Numpy for Neural Networks: Master the essential Numpy library for handling data and performing array operations critical for neural network building.Building Blocks of Neural Networks: Understand neurons, activation functions, forward and backpropagation, and how to train a neural network.Designing Your First Neural Network: Design, train, and evaluate your first neural network with hands-on guidance.Advanced Neural Network Design: Explore advanced topics like regularization, dropout, and hyperparameter tuning to optimize your models.Convolutional Neural Networks (CNNs): Dive into CNNs for image processing with detailed explanations of convolutional, pooling, and fully connected layers.Recurrent Neural Networks (RNNs): Learn about RNNs and LSTMs for sequence data and time-series analysis.Deploying a Neural Network Model: Discover how to save, load, and deploy your models effectively in real-world applications.Keeping Up With Neural Network Trends: Stay updated with the latest research, resources, and ethical considerations in AI.Who This Book Is For
This book is for anyone with a keen interest in neural networks, whether you're a student, professional, or hobbyist. No prior experience in AI or neural networks is required.
Why You'll Love This BookEasy to Understand: Written in simple, friendly language with a focus on clarity and practical learning.Step-by-Step Guidance: Each chapter builds on the previous one, ensuring you gain a solid understanding as you progress.Hands-On Examples: Practice what you learn with hands-on examples and exercises.

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Sherwin John C. Tragura, "Building Python Microservices with FastAPI: Build secure, scalable, and structured Python microservices from design concepts to infrastructure"
English | 2022 | ISBN: 1803245964 | EPUB | pages: 420 | 8.2 mb
Discover the secrets of building Python microservices using the FastAPI framework

Key Features
- Provides a reference that contains definitions, illustrations, comparative analysis, and the implementation of real-world apps
- Covers concepts, core details, and advanced integration and design-related topics
- Imparts context, app templates, suggestions, and insights that are helpful to actual projects
Book Description
FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. Because of its asynchronous core platform, this ASGI-based framework provides the best option when it comes to performance, reliability, and scalability over the WSGI-based Django and Flask. When working with Python, Flask, and Django microservices, you'll be able to put your knowledge to work with this practical guide to building seamlessly manageable and fast microservices.
You'll begin by understanding the background of FastAPI and learning how to install, configure, and use FastAPI to decompose business units. You'll explore a unique and asynchronous REST API framework that can provide a better option when it comes to building microservices. After that, this book will guide you on how to apply and translate microservices design patterns in building various microservices applications and RESTful APIs using the FastAPI framework.
By the end of this microservices book, you'll be able to understand, build, deploy, test, and experiment with microservices and their components using the FastAPI framework.
What you will learn
- Understand, orient, and implement REST APIs using the basic components of the FastAPI framework
- Build asynchronous as well as synchronous REST services using the built-in pydantic module and asyncio support
- Create small-scale and large-scale microservices applications using features supported by FastAPI
- Build event-driven and message-driven applications using the framework
- Create an asynchronous and synchronous data layer with both relational and NoSQL databases
- Perform numerical and symbolic computations with FastAPI
Who this book is for
This book is for Python web developers, advanced Python developers, and backend developers using Flask or Django who want to learn how to use the FastAPI framework to implement microservices. Readers familiar with the REST API and microservices will also benefit from this book. Some parts of the book contain general concepts, processes, and instructions that intermediate-level developers and Python enthusiasts can relate to as well.
Table of Contents
- Setting Up FastAPI for Starters
- Exploring the Core Features
- Investigating Dependency Injection
- Building the Microservice Application
- Connecting to a Relational Database
- Using a Non-Relational Database
- Securing the REST APIs
- Creating Coroutines, Events, and Message-Driven Transactions
- Utilizing Other Advanced Features
- Solving Numerical, Symbolic, and Graphical Problems
- Adding Other Microservice Features

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Building Smart Home Automation Solutions with Home Assistant: Configure, integrate, and manage hardware and software systems to automate your home by Marco Carvalho
English | September 15, 2023 | ISBN: 1801815291 | 356 pages | EPUB | 22 Mb
A step-by-step guide to building cost-effective and complete home automation DIY projects using tools such as Home Assistant, Raspberry Pi, IoT devices, the Tasmota sensor, ESP32, and Grafana

Key Features:Learn by doing using real-life practical examples to build your own home automation systemCreate, hack, and configure IoT devices through hands-on projects to be used with or without Home AssistantCustomize your home automation system using Home Assistant, Node-RED, InfluxDB, and Grafana
Book Description:
Picture a home where you can adjust the lighting based on the time of day or when movement is detected. In this same home, you can also detect when a door is unexpectedly opened or an alarm is triggered in response to any suspicious activity. Such automated devices form part of a smart home, and the exciting part is that this book teaches you how to create and manage these devices all by yourself.
This book helps you create your own ecosystem to automate your home using Home Assistant software. You'll begin by understanding the components of a home automation system and learn how to create, hack, and configure them to operate seamlessly. Then, you'll set up Home Assistant on a Raspberry Pi to work as a home automation server, build your own IoT sensors based on ESP32/ESP8266, and set up real-life automation use cases using hands-on examples and projects. The chapters will also guide you in using software tools such as Node-RED, InfluxDB, and Grafana to manage, present, and use data collected from your Home Automation devices. Finally, you'll gain insights into new technologies and trends in the home automation space to help you continue with your learning journey.
By the end of this book, you'll be able to build your own creative, IoT-based home automation system using different hardware and software technologies.
What You Will Learn:Understand the fundamental concepts of home automation systemsSet up a home automation system using Home Assistant and Raspberry PiCreate and configure ESP8266-based sensors to work with Home AssistantHack a commercial actuator to work with Home Assistant using TasmotaCreate automations, customize, and use applications with Home AssistantLeverage IoT software tools to take your home automation to the next levelWork on hands-on projects, including LED strip lights and an ESP32 five-zone temperature loggerExplore home automation FAQs, emerging technologies, and trends
Who this book is for:
The book is for engineers, developers, students, makers, and enthusiasts who're working on or interested in working with electronics and IoT devices, embedded systems, systems integration, computer software, and coding to develop their own smart home automation systems. Technicians, teachers, and other professionals who want to learn home automation-related technologies will also find this book useful. Prior experience of working with Raspberry Pi, creating hardware prototypes, and software programming will be beneficial.

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Jamie Fiore Higgins, "Bully Market: My Story of Money and Misogyny at Goldman Sachs"
English | 2022 | ISBN: 1668001020, 1668001039 | EPUB | pages: 320 | 2.5 mb
A "riveting and powerful" (Gretchen Carlson, cofounder of Lift Our Voices) insider's account on Wall Street where greed coupled with misogyny and discrimination enforces a culture of exclusion in the upper echelons of Goldman Sachs.

Jamie Fiore Higgins became one of the few women at the highest ranks of Goldman Sachs. Spurred on by the obligation she felt to her working-class immigrant family, she rose through the ranks and saw it all: out-of-control, lavish parties flowing with never-ending drinks; affairs flouted in the office; rampant drug use; and most pervasively, a discriminatory culture that seemed designed to hold back the few women and people of color employed at the company.
Despite Goldman Sachs having the right talking points and statistics, Fiore Higgins soon realized that these provided a veneer to cover up what she found to be an abusive culture. Her account is one filled with shocking stories of harassment and jaw-dropping tales of exclusionary behavior: when she was told she only got promoted because she is a woman; when her coworkers mooed at her after she pumped for her fourth child, defying the superior who had advised her not to breastfeed; or when a male boss used a racial epithet in front of her, other colleagues, and clients without any repercussions.
Bully Market sounds the alarm on the culture of finance and corporate America, while offering clear, actionable ideas for creating a fairer workplace. Both a revealing, extraordinary look at the industry and a top Wall Streeter's explosive personal story, Bully Market is an essential account of one woman's experience in a flawed system that speaks to the challenge and urgency for change.

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Burnt Out to Lit Up: How to Reignite the Joy of Leading People
English | 2024 | ISBN: 1394254296 | 226 Pages | PDF | 2 MB
Burnt Out to Lit Up: How to Reignite the Joy of Leading People by Daisy Auger-Domínguez illuminates the often overlooked and difficult aspects of management and offers a lifeline for managers struggling to adapt and thrive. Crafted by a seasoned executive with experience at companies like Disney, Google, and VICE Media, this book delivers a rich blend of inspiration and practical tools for today's managers.

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O. C. Ferrell, Debbie Thorne, Linda Ferrell "Business and Society: a strategic approach to social responsibility & ethics"
English | 2016 | pages: 658 | ISBN: 0983332444 | PDF | 18,1 mb

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Lynn M. Pearce, "Business Plans Handbook, Volume 15: A Compilation of Business Plans Developed by Individuals Throughout North America"
English | 2009 | pages: 338 | ISBN: 1414419104 | PDF | 1,9 mb
Business Plans Handbook is a collection of actual business plans compiled by entrepreneurs seeking funding for small businesses throughout North America. For those looking for examples of how to approach, structure and compose their own business plans, the Handbook presents 24 sample plans taken from businesses in the manufacturing, retail and service industries - only the company names and addresses have been changed.

Typical business plans include type of business; statement of purpose; executive summary; business/industry description; market; product and production; management/personnel; and financial specifics. This edition also contains a business plan template and two fictional business plans - all of which can aid users in developing business plans of their own. Also featured is a listing of organizations, agencies, and consultants; a glossary of small business terms; and an updated bibliography.

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Sabin H. Bernstein, "Buy Low / Sell High: A Commonsense Guide On Becoming a Better Investor"
English | 2018 | ISBN: 1543923879 | EPUB | pages: 28 | 0.3 mb
Every investor expects to make a killing in the stock market. They expect to buy low and sell high. Unfortunately, the opposite holds true.Investors tend to buy high, and sell too low, because they're inclined to buy when the markets are rising and sell when the markets are falling. Buying and selling behaviors make it difficult to beat the market. The problem is not in the market, but in the behavior of investors. Our emotions always prevent us from making rational decisions.Every investor tries to "beat the market." Beating the market means trying to earn an investment return greater than that of the Standard and Poors 500 Index, a popular benchmark of the United States stock market. Very few do.There's an old saying on Wall Street: Bulls make money, Bears make money, but Pigs get slaughtered. It warns the investor against excessive greed. Buying stocks on Wall Street can be a risky business. Stocks can go down as fast as they went up, so if you have a profit, you should always take it. Profits on paper look good, but cash in your hand feels a lot better. Always turn a profit into cash when you have one. Never let a profit turn into a loss. No one ever went broke taking profits. Profits can always free up cash for new trades, and it avoids the risk of letting profitable trades go bad.As humans, we all make mistakes; making mistakes in the market can be very expensive. There is no profit in being wrong. The side that makes the least mistakes is the most successful. The goal of every investor is to have small losses and large gains. You don't have to be a market genius to succeed in the market. All you need is a little common sense, reliable information, discipline, and patience. The overwhelming evidence is that stocks will remain the best investment for all those seeking steady long-term goals. Buy quality - not quantity.As Warren Buffett said: "Investing is simple - but it's not easy.

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C Brain Teasers: Exercise Your Mind by Dan Gookin
English | April 30, 2024 | ISBN: 8888650482 | 120 pages | PDF | 0.99 Mb
You thought you knew C, but can you solve 25 puzzles in this popular programming language? Noted C programmer and author Dan Gookin provides a series of pointed questions, puzzles, and problems to keep your C programming skills sharp. Each one will provide insight into various aspects of handling strings, numeric operations, and other activities, giving you techniques to take the best advantage of all C has to offer. Challenge yourself, and get to know some powerful tricks and details for writing better, faster, more accurate C code.

Most C programming books present the information sequentially, teaching you the right way to code and only rarely describing what could go wrong. In this book, the goal is to find out what did go wrong - or what potentially goes right. Explore interesting and unusual programming concepts and approaches with small, to-the-point, programs and exercises. Hone your C programming skills and expand your knowledge.
By working through the brain teasers in this book, you'll fill in gaps in your knowledge and work with advanced concepts such as pointers and recursion. All of the teaser topics were selected to give you food for thought, explaining the technical details behind each puzzle. Look at a code sample and try to guess what output it will give. Code it yourself and see the result. Is it what you expected? Then read the author's lighthearted explanation of exactly why the language does what it does, and how you can take advantage of it. You'll come away with a much better understanding of how the language works, and how to use it for efficient and effective programming.
What You Need:
You need to know the basics of coding in C, and have an environment for compiling and executing your C code. Any Windows, MacOS, or Linux system with a C compiler does the job. Use the terminal window for traditional C programming. Or obtain an Integrated Development Enviornment (IDE) such as Visual Studio Code, which contains all the software tools you need: Editor, Compiler, and Output.

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