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Build a Large Language Model (From Scratch) by Sebastian Raschka
English | October 29, 2024 | ISBN: 1633437167 | 368 pages | MOBI | 12 Mb
Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!

In Build 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 LLM
* Prepare a dataset suitable for LLM training
* Fine-tune LLMs for text classification and with your own data
* Use human feedback to ensure your LLM follows instructions
* Load 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.
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
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 inside
* Plan and code an LLM comparable to GPT-2
* Load pretrained weights
* Construct a complete training pipeline
* Fine-tune your LLM for text classification
* Develop 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 Raschka is a Staff Research Engineer at Lightning AI, where he works on LLM research and develops open-source software.
The technical editor on this book was David 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 a Website with ChatGPT: No coding experience necessary by Paul McFedries
English | August 27, 2024 | ISBN: 1633436969 | 320 pages | MOBI | 10 Mb
Create a portfolio of cool and creative websites-all without having to write your own code.

Build a Website with ChatGPT teaches you zero-coding web development utilizing powerful generative AI tools like ChatGPT. If you can open a web browser, you're ready to start building-absolutely no coding experience required.
Inside Build a Website with ChatGPT you'll learn the important skills of AI-assisted web programming, such as:
* Crafting effective prompts to generate HTML, CSS, and JavaScript
* Converting text into images with DALL-E integration
* Building navigation bars, image galleries, and contact forms
* Deploying fully functional sites to the web for free
* Customizing the generated code for unique sites
Inside Build a Website with ChatGPT you'll learn the high-level coding concepts that let you check and perfect AI output, prompting skills that deliver the exact code you need, and how to properly deploy your site to the web-for free! Annotated code samples and advice on code customization give you the perfect balance of understanding and convenience. Plus, you'll get access to a tried-and-tested repository of prompts and working code.
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
About the technology
You can build amazing websites even if you don't know HTML, CSS, and JavaScript. Just describe what you want in plain English, and let ChatGPT take care of the gnarly details! This book guides you step-by-step as you create user-friendly forms, interesting graphics, and interactive web pages using nothing but AI and your imagination.
About the book
Build a Website with ChatGPT shows you how to make websites in an AI-first world-no experience required! You'll start with the basics of generating pages with ChatGPT, and by the end of the second chapter your first site will be up and running. Author Paul McFedries then shows you how to add interesting text and graphics, forms for user input, and even custom CSS to give your pages some pizzazz. As you go, you'll expand your new AI skills to create photo galleries, portfolios, catalog pages and more.
What's inside
* Writing effective prompts to create code, text, and graphics
* Adding navigation bars, image galleries, and contact forms
* Deploying your sites to the web for free
* Adding your unique touches to AI-generated pages
About the reader
No experience with web development or programming required. If you can create a Word document, you can build a website!
About the author
Paul McFedries has written over 100 books on web development and other technology topics including Web Design Playground (Manning Publications).
The technical editor on this book was Anirudh V. Prabhu.
Table of Contents
1 Introducing website creation with ChatGPT
2 Creating and deploying your first web page
3 Working with fonts, colors, and headings
4 Adding structure to a page
5 Publishing page posts
6 Adding links and navigation
7 Creating site content
8 Generating site forms
9 Adding lists to your pages
10 Setting up a photo gallery
11 Creating a portfolio page
12 Building an article page
13 Coding an interactive course catalog
A Getting ready to build web pages with ChatGPT
B Deploying your site
C Learning a few ChatGPT best practices

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Keith Crane, "Building a More Resilient Haitian State"
English | 2010 | pages: 209 | ISBN: 0833050435 | PDF | 1,0 mb
Hope for a prosperous and peaceful future for Haiti lies in building a more effective, resilient state. This report identifies the main challenges to more capable governance, evaluates existing plans for improving the delivery of public services, and proposes a realistic set of critical actions. The proposed state-building priorities merit the greatest degree of Haiti's and international donors' policy attention and financial commitment.

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Building AI Applications with OpenAI APIs: Leverage ChatGPT, Whisper, and DALL-E APIs to build 10 innovative AI projects, 2nd Edition by Martin Yanev
English | October 4th, 2024 | ISBN: 9781835884003 | 252 pages | True PDF | 10.22 MB
Improve your app development skills by building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and more

Key Features
* Transition into an expert AI developer by mastering ChatGPT concepts, including fine-tuning and integrations
* Gain hands-on experience through real-world projects covering a wide range of AI applications
* Implement payment systems in your applications by integrating the ChatGPT API with Stripe
Book Description
Unlock the power of AI in your applications with ChatGPT with this practical guide that shows you how to seamlessly integrate OpenAI APIs into your projects, enabling you to navigate complex APIs and ensure seamless functionality with ease. This new edition is updated with key topics such as OpenAI Embeddings, which'll help you understand the semantic relationships between words and phrases.
You'll find out how to use ChatGPT, Whisper, and DALL-E APIs through 10 AI projects using the latest OpenAI models, GPT-3.5, and GPT-4, with Visual Studio Code as the IDE. Within these projects, you'll integrate ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt. You'll get to grips with NLP tasks, build a ChatGPT clone, and create an AI code bug-fixing SaaS app. The chapters will also take you through speech recognition, text-to-speech capabilities, language translation, generating email replies, creating PowerPoint presentations, and fine-tuning ChatGPT, along with adding payment methods by integrating the ChatGPT API with Stripe.
By the end of this book, you'll be able to develop, deploy, and monetize your own groundbreaking applications by harnessing the full potential of ChatGPT APIs.
Who is this book for?
This book is for a diverse range of professionals, including programmers, entrepreneurs, and software enthusiasts. Beginner programmers, Python developers exploring AI applications with ChatGPT, software developers integrating AI technology, and web developers creating AI-powered web applications with ChatGPT will find this book beneficial. Scholars and researchers working on AI projects with ChatGPT will also find it valuable. Basic knowledge of Python and familiarity with APIs is needed to understand the topics covered in this book.
What you will learn
* Develop a solid foundation in using the OpenAI API for NLP tasks
* Build, deploy, and integrate payments into various desktop and SaaS AI applications
* Integrate ChatGPT with frameworks such as Flask, Django, and Microsoft Office APIs
* Unleash your creativity by integrating DALL-E APIs to generate stunning AI art within your desktop apps
* Experience the power of Whisper API's speech recognition and text-to-speech features
* Find out how to fine-tune ChatGPT models for your specific use case
* Master AI embeddings to measure the relatedness of text strings

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Building and Facilities Maintenance Management;An Innovative Operational Approach
by Jason Challender, Robert Challender
English | 2025 | ISBN: 9781032415543 | 427 pages | True PDF EPUB | 48.28 MB

Building and Facilities Maintenance Management: An Innovative Operational Approach is a new introductory textbook aimed at students who are studying building maintenance and asset management for the first time as part of their undergraduate or foundation course. The book plugs a gap in the current curriculum and literature which must now seek to educate emerging professionals about the significance of the operational phase of a built asset's lifecycle, if the challenges of the day are to be met head on. Each chapter is supported by seminar questions and formative assessment tasks to allow the learner to assess their own progress through the text and covers: * The nature and importance of building maintenance for the successful strategic operation of an estate * contracting and procurement of maintenance works * risk assessment in maintenance management * surveying for common maintenance issues and defects * the relationship between maintenance management and environmental sustainability * and maintenance and conservation of historic buildings The book will help readers enhance their awareness, understanding and breadth of knowledge of the issues around improving organisational maintenance management. A handy guide for emerging professionals, this practical book is also ideal reading for anyone studying facilities management, building surveying, construction management, real estate and property management.

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Building Feature Extraction with Machine Learning by Bharath.H. Aithal, Prakash P.S.
English | October 8, 2024 | ISBN: 1032263830 | 144 pages | PDF | 7.26 Mb
Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce the initial set of raw data for manageable image processing, and machine learning (ML) is the science that supports it. This book focuses on feature extraction methods for optical geospatial data using ML. It is a practical guide for professionals and graduate students who are starting a career in information extraction. It explains spatial feature extraction in an easy-to-understand way and includes real case studies on how to collect height values for spatial features, how to develop 3D models in a map context, and others.

FeaturesProvides the basics of feature extraction methods and applications along with the fundamentals of machine learningDiscusses in detail the application of machine learning techniques in geospatial building feature extractionExplains the methods for estimating object height from optical satellite remote sensing images using PythonIncludes case studies that demonstrate the use of machine learning models for building footprint extraction and photogrammetric methods for height assessmentHighlights the potential of machine learning and geospatial technology for future project developmentsThis book will be of interest to professionals, researchers, and graduate students in geoscience and earth observation, machine learning and data science, civil engineers, and urban planners.

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Lydia Alpízar Durán, Noël D. Payne, Anahi Russo, "Building Feminist Movements and Organizations: Global Perspectives"
English | 2007 | pages: 289 | ISBN: 1842778498, 1842778501 | PDF | 0,8 mb
The struggle for the advancement of women's rights and gender equality globally is impossible without strong women's organizations and movements to provide leadership and momentum. But what does a strong women's organization look like? And what does it take to create effective and sustainable women's movements? This groundbreaking collection of essays by activists from all corners of the globe explores what it means to be an influential women's organization, and what it takes to build the kinds of movements needed to transform women's lives. From how to build successful participatory democratic processes and implement shared leadership models, to lessons on overcoming internal organizational divisions, the case studies in this collection focus not only on the "what" but also the "how" of movement building. Those concerned with how to effect sustainable change will find not only much food for thought, but also an abundance of creative ideas and innovative strategies - served up with a uniquely feminist twist.

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Building large scale web apps by Addy Osmani, Hassan Djirdeh
English | March 24, 2024 | ISBN: N/A | ASIN: B0CZ9H2XN5 | PDF | 41 Mb
"Building Large Scale Web Apps" is a toolkit to managing large-scale React applications.

React as a library allows you to start building user interfaces quickly and easily. But how do things scale as an application grows? How do you ensure that your codebase remains manageable, your performance metrics stay on point, and your team continues to work cohesively as the project evolves?
In this book, you'll uncover strategies that industry professionals use to build scalable, performant, and maintainable React applications, all without becoming overwhelmed by complexity.

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Building Loyalty: Strategies for Small Business Success by bright days
English | October 7, 2024 | ISBN: N/A | ASIN: B0DJQ2TSZR | 93 pages | EPUB | 1.11 Mb
Customer loyalty is a cornerstone of sustainable success for small businesses. In an increasingly competitive marketplace, retaining existing customers often proves more profitable than acquiring new ones. Loyal customers not only provide consistent revenue but also contribute to a business's reputation through positive word-of-mouth referrals. This organic growth is invaluable, especially for small businesses that rely heavily on community support. Building loyalty requires a strategic approach that encompasses personalized customer experiences, effective feedback systems, and community engagement.

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Building Production-Grade Web Applications with Supabase: A comprehensive guide to database design, security, real-time data, storage, multi-tenancy, and more by David Lorenz
English | August 9th, 2024 | ISBN: 1837630682 | 534 pages | True PDF | 7.43 MB
Craft resilient web applications with Supabase by leveraging advanced features such as authentication, data and user management, and seamless AI integration using its powerful Postgres infrastructure

Key Features
* Learn how to integrate Supabase and Next.js to create powerful and scalable web apps
* Explore real-world scenarios with a multi-tenant ticket system
* Master real-time data handling, secure file storage, and application security enhancement, while discovering the full potential of the database beyond holding data
Book Description
Discover the powerful capabilities of Supabase, the cutting-edge, open-source platform flipping the script on backend architecture. Guided by David Lorenz, a battle-tested software architect with over two decades of development experience, this book will transform the way you approach your projects and make you a Supabase expert.
In this comprehensive guide, you'll build a secure, production-grade multi-tenant ticket system, seamlessly integrated with Next.js. You'll build essential skills for effective data manipulation, authentication, and file storage, as well as master Supabase's advanced capabilities including automating tasks with cron scheduling, performing similarity searches with artificial intelligence, testing your database, and leveraging real-time updates.
By the end of the book, you'll have a deeper understanding of the platform and be able to confidently utilize Supabase in your own web applications, all thanks to David's excellent expertise.
Who is this book for?
This book is for developers looking for a hassle-free, universal solution to building robust apps using Supabase and its integration libraries. While a basic understanding of JavaScript is useful, it's not essential as the book focuses on Supabase for creating high-performance web apps using Next.js. Experienced professionals from non-JavaScript backgrounds will find this book useful. Familiarity with Postgres, although helpful, is not mandatory as the book explains all the SQL statements used.
What you will learn
* Explore essential features for effective web app development
* Handle user registration, login/logout processes, and user metadata
* Navigate multi-tenant applications and understand the potential pitfalls and best practices
* Discover how to implement real-time functionality
* Find out how to upload, download, and manipulate files
* Explore preventive measures against data manipulation and security breaches, ensuring robust web app security
* Increase efficiency and streamline task automation through personalized email communication, webhooks, and cron jobs

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Building Resilient Architectures on AWS:
A practical guide to architecting cost-efficient, resilient solutions in AWS
English | 2024 | ISBN: 1835887112 | 646 Pages | EPUB (True) | 15 MB

Building systems that can withstand failure is key to running a successful business on the cloud. Learn from distinguished AWS experts-Ajit, Imaya, and Rodrigue-who bring over four decades of experience in architecting enterprise-scale solutions, speaking at major AWS conferences, and implementing resilience strategies across diverse industries, as they guide you through building highly available and fault-tolerant applications on AWS.

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Building Secure Automotive IoT Applications: Developing robust IoT solutions for next-gen automotive software by Dennis Kengo Oka, Sharanukumar Nadahalli, Jeff Yost, Ram Prasad Bojanki
English | August 28th, 2024 | ISBN: 1835465501 | 358 pages | True PDF | 6.68 MB
Enhance your automotive IoT design and development knowledge by learning vehicle architectures, cybersecurity best practices, cloud applications, and software development processes

Key Features
* Explore modern vehicle architectures designed to support automotive IoT use cases
* Discover cybersecurity practices and processes to develop secure automotive IoT applications
* Gain insights into how cloud technologies and services power automotive IoT applications
Book Description
Software-defined vehicles, equipped with extensive computing power and connectivity, are unlocking new possibilities in automotive Internet of Things (IoT) applications, creating a critical need for skilled software engineers to lead innovation in the automotive sector.
This book equips you to thrive in this industry by learning automotive IoT software development. The book starts by examining the current trends in automotive technology, highlighting IoT applications and key vehicle architectures, including the AUTOSAR platform. It delves into both classic and service-oriented vehicle diagnostics before covering robust security practices for automotive IoT development. You'll learn how to adhere to industry standards such as ISO/SAE 21434, ASPICE for cybersecurity, and DevSecOps principles, with practical guidance on establishing a secure software development platform. Advancing to the system design of an automotive IoT application, you'll be guided through the development of a remote vehicle diagnostics application and progress through chapters step by step, addressing the critical aspects of deploying and maintaining IoT applications in production environments.
By the end of the book, you'll be ready to integrate all the concepts you've learned to form a comprehensive framework of processes and best practices for embedded automotive development.
Who is this book for?
This book is for embedded developers and software engineers working in the automotive industry looking to learn IoT development, as well as IoT developers who want to learn automotive development. A fundamental grasp of software development will assist with understanding the concepts covered in the book.
What you will learn
* Explore the current automotive landscape and IoT tech trends
* Examine automotive IoT use cases such as phone-as-a-key, predictive maintenance, and V2X
* Grasp standard frameworks such as classic and adaptive AUTOSAR
* Get to grips with vehicle diagnostic protocols such as UDS, DoIP, and SOVD
* Establish a secure development process and mitigate software supply chain risks with CIAD, RASIC, and SBOM
* Leverage ASPICE and functional safety processes for industry standards compliance
* Understand how to design, develop, and deploy an automotive IoT application

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World Bank, Michael J. Fuchs, "Building Trust: Developing the Russian Financial Sector"
English | 2002 | pages: 382 | ISBN: 0821351613 | PDF | 2,7 mb
The financial sector in Russia has come a long way since the first years of transition. Key to developing a sound financial sector in a market economy is the process of building trust among the market participants. 'Building Trust' evaluates recent developments within the financial system in Russia and provides a roadmap for implementation of priority improvements. The goal of this book is to support a broader understanding and consensus on priority reform measures.

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Building Wealth and Financial Independence: A Comprehensive Guide to Building Wealth, Navigating Retirement, and Securing Your Future by Alex Morgan
English | August 17, 2024 | ISBN: N/A | ASIN: B0DDJKFW7T | 196 pages | EPUB | 2.01 Mb
Are you ready to take control of your financial future, build lasting wealth, and achieve true financial independence? In Building Wealth and Financial Independence: A Comprehensive Guide to Building Wealth, Navigating Retirement, and Securing Your Future, financial expert Alex Morgan offers a practical roadmap to transform your relationship with money and unlock the life of freedom you've always dreamed of.

This book is more than just a financial guide-it's a step-by-step blueprint that covers the essential strategies for growing your wealth, eliminating debt, and ensuring you retire with confidence. Whether you're just starting out or you're well on your way to financial stability, Mastering Financial Independence offers insights and tools to help you thrive in every stage of your financial journey.
Inside, you'll dive deep into the world of wealth-building with topics like:Why debt can derail your future and how to break free from its hold, using proven methods for managing and eliminating debt, no matter your starting point.The importance of creating "F-you money"-a personal safety net that gives you the freedom to make choices based on your values, not financial necessity.How to think about money differently and develop a wealth-building mindset that prioritizes long-term success over short-term gains.The truth about the stock market-how it really works, why it always trends upwards over time, and the mistakes most investors make that cost them money.Proven strategies for investing in both bull and bear markets, so you can capitalize on opportunities and protect your wealth in any economic climate.Building a balanced portfolio that aligns with your personal goals and risk tolerance, designed to ensure both growth and wealth preservation.Tax-efficient retirement planning-how to structure your retirement accounts, optimize contributions, and manage withdrawals to minimize taxes.Real-life case studies that show how these strategies work in action, offering you practical examples of financial transformations.Estate planning and leaving a legacy, ensuring that the wealth you've worked so hard to build benefits your loved ones and future generations.
Building Wealth and Financial Independence goes beyond the basics of saving and investing. It dives into key topics that are often overlooked, such as:How to maximize Social Security benefits to ensure you receive the most from the program when you retire.The 4% withdrawal rule and how to use it to manage your retirement funds while keeping your nest egg intact.The right way to engage with financial advisors-what to look for, how to avoid common pitfalls, and whether you even need one at all.
No matter where you are in your financial life-whether you're just getting started, deep in the wealth-building phase, or nearing retirement-this book equips you with the knowledge to make informed financial decisions and create a life of security and freedom.
Key areas of focus include:Avoiding common financial traps and misconceptions that hold most people back from reaching their goals.Protecting your investments and assets from volatility while still achieving growth.Navigating the complexities of 401(k)s, IRAs, Roth accounts, and other retirement vehicles to maximize your savings.Practical ways to implement wealth-building strategies without sacrificing the quality of your life today.

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Bulgarian Studies in the Philosophy of Science By Sava Petrov (auth.), Dimitri Ginev (eds.)
2003 | 221 Pages | ISBN: 9048163714 | PDF | 5 MB
This volume attempts to provide a new articulation of issues surrounding scientific realism, scientific rationality, the epistemology of non-classical physics, the type of revolutionary changes in the development of science, the naturalization of epistemology within frameworks of cognitive science and structural linguistics, models of the information technology revolution, and reconstructions of early modern logical systems. A common denominator of the authors' positions is the rejection of the post-modern deconstruction of the "global philosophical accounts" of science's cognitive structure and dynamics. The volume takes on a dual task: it deals with major perspectives on philosophy of science "after the end of post-positivism", and it represents basic philosophical controversies in an Eastern-European society "after the end of state socialism".

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