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Python Real-World Projects: Craft your Python portfolio with deployable applications by Steven F Lott
English | September 15, 2023 | ISBN: 1803246766 | 478 pages | PDF | 4.01 Mb
Develop Python applications using an enterprise-based approach with unit and acceptance tests by following agile methods to create a minimum viable product (MVP) and iteratively add features
Key Features:
Master Python and related technologies by working on 12 hands-on projectsAccelerate your career by building a personal project portfolioExplore data acquisition, preparation, and analysis applications
Book Description:
In today's competitive job market, a project portfolio often outshines a traditional resume. Python Real-World Projects empowers you to get to grips with crucial Python concepts while building complete modules and applications. With two dozen meticulously designed projects to explore, this book will help you showcase your Python mastery and refine your skills.
Tailored for beginners with a foundational understanding of class definitions, module creation, and Python's inherent data structures, this book is your gateway to programming excellence. You'll learn how to harness the potential of the standard library and key external projects like JupyterLab, Pydantic, pytest, and requests. You'll also gain experience with enterprise-oriented methodologies, including unit and acceptance testing, and an agile development approach. Additionally, you'll dive into the software development lifecycle, starting with a minimum viable product and seamlessly expanding it to add innovative features.
By the end of this book, you'll be armed with a myriad of practical Python projects and all set to accelerate your career as a Python programmer.
What You Will Learn:
Explore core deliverables for an application including documentation and test casesDiscover approaches to data acquisition such as file processing, RESTful APIs, and SQL queriesCreate a data inspection notebook to establish properties of source dataWrite applications to validate, clean, convert, and normalize source dataUse foundational graphical analysis techniques to visualize dataBuild basic univariate and multivariate statistical analysis toolsCreate reports from raw data using JupyterLab publication tools
Who this book is for:
This book is for beginner-to-intermediate level Python programmers looking to enhance their resume by adding a portfolio of 12 practical projects. A basic understanding of the Python language and its aligned technologies is a must. The book helps you polish your Python skills and project-building prowess without delving into basic Python fundamentals.
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Quality Assurance and Accreditation in Higher Education: Issues, Models, and Best Practices
by Mustafa Kayyali
English | 2024 | ISBN: 3031666224 | 604 Pages | True ePUB | 18.7 MB
This book examines a wide range of topics within quality assurance at universities in order to present a conceptual, historical, and thematic mapping of academic and practical perspectives. As we navigate the complex tapestry of the twenty-first century, where change is constant, the global higher education landscape is undergoing profound shifts that define its present and signal its future. In this book, the author probes the mechanisms of quality assurance to not only ensure excellence but also resonate as responses to the contemporary landscape shaped by the challenges of globalization, technological advancement, and societal transformation.
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Quantum Computing Algorithms: Discover how a little math goes a long way by Barry Burd
English | September 22, 2023 | ISBN: 1804617377 | 342 pages | PDF | 24 Mb
Explore essential quantum computing algorithms and master concepts intuitively with minimal math expertise required
Key Features:
Learn the fundamentals with an introduction to matrix arithmeticWrite quantum computing programs in Qiskit-IBM's publicly available quantum computing websiteEmail your questions directly to the author-no question is too elementary
Book Description:
Navigate the quantum computing spectrum with this book, bridging the gap between abstract, math-heavy texts and math-avoidant beginner guides. Unlike intermediate-level books that often leave gaps in comprehension, this all-encompassing guide offers the missing links you need to truly understand the subject.
Balancing intuition and rigor, this book empowers you to become a master of quantum algorithms. No longer confined to canned examples, you'll acquire the skills necessary to craft your own quantum code. Quantum Computing Algorithms is organized into four sections to build your expertise progressively.
The first section lays the foundation with essential quantum concepts, ensuring that you grasp qubits, their representation, and their transformations. Moving to quantum algorithms, the second section focuses on pivotal algorithms - specifically, quantum key distribution and teleportation.
The third section demonstrates the transformative power of algorithms that outpace classical computation and makes way for the fourth section, helping you to expand your horizons by exploring alternative quantum computing models.
By the end of this book, quantum algorithms will cease to be mystifying as you make this knowledge your asset and enter a new era of computation, where you have the power to shape the code of reality.
What You Will Learn:
Define quantum circuitsHarness superposition and entanglement to solve classical problemsGain insights into the implementation of quantum teleportationExplore the impact of quantum computing on cryptographyTranslate theoretical knowledge into practical skills by writing and executing code on real quantum hardwareExpand your understanding of this domain by uncovering alternative quantum computing models
Who this book is for:
This book is for individuals familiar with algebra and computer programming, eager to delve into modern physics concepts. Whether you've dabbled in introductory quantum computing material or are seeking deeper insights, this quantum computing book is your gateway to in-depth exploration.
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Quantum Leaps: How Maths Drives Scientific Progress by Hugh Barker
English | July 4, 2024 | ISBN: 1786497662 | 240 pages | PDF | 7.19 Mb
How does Google know what you want to type? How did humans first reach the moon? Could we ever have a supercomputer the size of a pinhead? In this thrilling numerical journey, Hugh Barker explores how mathematics has helped to build the technology of today, and the fascinating ways it is shaping the future. From green energy to 3-D printing and from quantum cryptography to machine learning, High Tech Maths reveals the hidden mathematics in modern technology. Beautifully written and full of ingenious examples, this book will make you realise how the modern world be impossible without our formidable mathematical armoury.
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A.S. Alsharhan, K.W. Glennie, G.L. Whittle, "Quaternary Deserts & Climatic Change"
English | 1998 | pages: 636 | ISBN: 9054105976 | PDF | 289,0 mb
These proceedings record the results of climate change in many areas which are hyper-arid deserts today but which, almost cyclically, at intervals of thousands or even hundreds of thousands of years, have had a much more humid climate.
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Quick and Easy Zero Point Cookbook for Weight Loss: Delicious, Guilt-Free Recipes for Effortless Slimming and Lasting Success by Synthia Glover
English | August 23, 2024 | ISBN: N/A | ASIN: B0CZK1H3SQ | 92 pages | PDF | 10 Mb
Are you looking for a simple, effective way to lose weight without sacrificing flavor or enjoyment? Look no further than the Quick and Easy Zero Point Cookbook for Weight Loss by Synthia Glover. This beautifully crafted cookbook is your ultimate guide to discovering the power of Zero Point foods-a smart, sustainable approach to healthy eating that will help you shed pounds effortlessly while still savoring every bite.
What Are Zero Point Foods?
Zero Point foods are the foundation of a flexible and effective weight loss plan. These foods are low in calories but high in nutrition, meaning you can enjoy them freely without worrying about counting or restricting portions. From fresh fruits and vegetables to lean proteins and satisfying soups, Zero Point foods allow you to eat to your heart's content while staying on track with your weight loss goals.Why This Cookbook Is Different
The Quick and Easy Zero Point Cookbook for Weight Loss isn't just another diet book-it's a vibrant, full-color guide filled with mouth-watering recipes, practical tips, and expert advice that will make healthy eating a delight rather than a chore. Whether you're a busy professional, a parent on the go, or simply someone who wants to eat better without the hassle, this cookbook offers quick, easy-to-follow recipes that fit seamlessly into your daily routine.
Benefits of This Book
1. Weight Loss Without Deprivation: Discover how to lose weight while still enjoying hearty, delicious meals. With Zero Point foods, you can eat until you're satisfied without guilt or hunger pangs.
2. Quick and Easy Recipes: All the recipes in this book are designed to be simple and time-efficient, making it easy to whip up healthy meals even on your busiest days.
3. Variety and Flavor: From energizing breakfasts and satisfying lunches to delightful dinners and guilt-free desserts, this cookbook offers a wide range of recipes to suit every palate and occasion.
4. Beautifully Illustrated: As a full-color cookbook, this book is not only informative but also visually inspiring. The vivid photography and easy-to-read layout make it a joy to use in the kitchen.
5. Sustainable Lifestyle: Learn how to incorporate Zero Point foods into your daily routine in a way that is enjoyable and sustainable for the long term. This book goes beyond recipes to help you build healthy habits that last a lifetime.
6. Perfect for All Skill Levels: Whether you're a seasoned cook or a complete beginner, you'll find the recipes in this book easy to follow, with clear instructions and practical tips to guide you every step of the way.
Why You'll Love This Book
The Quick and Easy Zero Point Cookbook for Weight Loss is more than just a collection of recipes-it's a lifestyle guide that empowers you to take control of your health in a way that's enjoyable, sustainable, and truly effective. With its easy-to-read format, vibrant visuals, and practical advice, this book is designed to make your weight loss journey as smooth and rewarding as possible. Whether you're looking to lose a few pounds or embark on a complete health transformation, this cookbook is your perfect companion.
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Elizabeth Blackstock, "Racing with Rich Energy: How a Rogue Sponsor Took Formula One for a Ride"
English | ISBN: 147668880X | 2022 | 292 pages | EPUB | 774 KB
Formula One has long maintained a glitzy aura that masks dark and strange goings-on in the background. But with the 2019 season came a force louder than Formula One could dream of muffling: William Storey, the founder of British energy drink startup Rich Energy.
Storey became a multimillion-dollar sponsor of the Haas Formula One team a year after records showed Rich Energy having a mere $770 in the bank. He equated his doubters to moon-landing truthers and publicly mocked both the Haas team and the entities winning legal disputes against him. But where were actual cans of Rich Energy, and did the supposed sponsorship funds exist?
In the six months between Storey's first race as a Formula One sponsor and his very public exit, he stole the spotlight with a loud mouth and an active Twitter account. Haas team boss Guenther Steiner once described the Rich Energy news cycle as: "I'm getting sick of answering these stupid fucking questions on a race weekend. I've never seen any fucking thing like this." No one else had, either. This book uncovers the complete, bizarre story.
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Radiation Oncology and Radiation Biology: The Next 100 Years
English | 2024 | ISBN: 3031662997 | 378 Pages | PDF EPUB (True) | 20 MB
Expanding use of high dose rate, small volume targeted stereotactic radiosurgery, and stereotactic ablative radiosurgery is expected to increase the numbers of long-term surviving patients. The medical, physiological, and radiobiological consequences of radiation late effect is described in detail. The current novel techniques of radiotherapy including FLASH irradiation, high LET particle irradiation, and novel strategies for a theranostics (combined radiographic diagnosis of metastatic deposits, and delivery of therapeutic radiation) are described, as well as the use of clinical radioisotopes in cancer therapy.
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Michael Slade Shull, "Radicalism in American Silent Films, 1909-1929: A Filmography and History"
English | ISBN: 0786442476 | 2009 | 355 pages | PDF | 85 MB
This work identifies 436 American silent films released between 1909 and 1929 that engaged the issues of militant labor and revolutionary radicalism. It begins with an extended introduction and analytical chapters that investigate the ways in which the American motion picture industry portrayed the interrelationships between labor radicals, exploitative capitalists, socialist idealists and Bolsheviks during this critical twenty-year period.
Each entry contains a detailed Description synopsis, citations to primary sources, coding indicating the presence or absence of 14 predominant discernible biases (including anti- and pro-capitalism, socialism, revolution and labor), and subject coding keyed to 64 related terms and concepts (including agitators, Bolshevism, bombs, female radicals, militias, mobs, political refugees, and strikes). These statistical data included in the filmography are presented in a series of charts and are fully integrated into the historical-critical text. Total number and percentage statistics for the instances of these coded biases and traits are given per year, per era, and overall.
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Ryan Ellett, "Radio Drama and Comedy Writers, 1928-1962"
English | ISBN: 1476665931 | 2017 | 237 pages | PDF | 2 MB
More than 700 uncredited scriptwriters who created the memorable characters and thrilling stories of radio's Golden Age receive due recognition in this reference work. For some, radio was a stepping stone on the way to greater achievements in film or television, on the stage or in literature. For others, it was the culmination of a life spent writing newspaper copy. Established authors dabbled in radio as a new medium, while working writers saw it as another opportunity to earn a paycheck. When these men and women came to broadcasting, they crafted a body of work still appreciated by modern listeners.
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RAG-Driven Generative AI: Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone
by Denis Rothman
English | 2024 | ISBN: 1836200919 | 200 Pages | True ePUB | 14.5 MB
Designing and managing controlled, reliable multimodal generative AI pipelines is complex. RAG-Driven Generative AI provides a roadmap for building effective LLM, computer vision, and Generative AI systems that will balance performance and costs.
From foundational concepts to complex implementations, this book offers a detailed exploration of how RAG can control and enhance AI systems by tracing each output to its source document. RAG's traceable process allows human feedback for continual improvements, minimizing inaccuracies, hallucinations, and bias. This AI book shows you how to build a RAG framework from scratch, providing practical knowledge on vector stores, chunking, indexing, and ranking. You'll discover techniques to optimize performance and costs, improving model accuracy by combining with human feedback, managing costs with when to fine-tune, and improving accuracy and retrieval speed by combining with embedded-indexed knowledge graphs.
Experience a blend of theory and practice using frameworks like LlamaIndex, LangChain, Pinecone, and Deep Lake and models from Hugging Face, OpenAI, and Google Vertex AI.
By the end of this book, you will have acquired the skills to implement intelligent solutions, keeping you competitive in fields from production to customer service across any project.
What you will learn
Mitigate common AI challenges, such as bias, hallucinations, and misinformation
Integrate computer vision for multimodal search
Customize and scale RAG-driven Generative AI systems across various domains
Deep dive into Meta's RAG model for question-answering
Learn to control and build robust Generative AI systems grounded in real-world data
Build RAG-driven LLM and computer vision pipelines from design to large-scale implementation
This book is ideal for data scientists, AI engineers, machine learning engineers, MLOps engineers, as well as solution architects, software developers, and product and project managers working on LLM and computer vision projects who want to learn and apply RAG for real-world applications. Researchers and natural language processing practitioners working with large language models and text generation will also find the book useful
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RAG-Driven Generative AI:
Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone
English | 2024 | ISBN: 1836200919 | 371 Pages | PDF | 8.3 MB
This book offers a detailed exploration of RAG and how to design, manage, and control multimodal AI pipelines. By connecting outputs to traceable source documents, RAG improves output accuracy and contextual relevance, offering a dynamic approach to managing large volumes of information. This AI book shows you how to build a RAG framework, providing practical knowledge on vector stores, chunking, indexing, and ranking. You'll discover techniques to optimize your project's performance and better understand your data, including using adaptive RAG and human feedback to refine retrieval accuracy, balancing RAG with fine-tuning, implementing dynamic RAG to enhance real-time decision-making, and visualizing complex data with knowledge graphs.
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Alexandra Heller-Nicholas, "Rape-Revenge Films: A Critical Study, 2d ed. Ed 2"
English | ISBN: 1476686491 | 2021 | 207 pages | PDF | 6 MB
Often considered the lowest depth to which cinema can plummet, the rape-revenge film is broadly dismissed as fundamentally exploitative and sensational, catering only to a demented, regressive demographic. This second edition, ten years after the first, continues the assessment of these films and the discourse they provoke. Included is a new chapter about women-directed rape-revenge films, a phenomenon that-revitalized since #MeToo exploded in late 2017-is a filmmaking tradition with a history that transcends a contemporary context.
Featuring both famous and unknown movies, controversial and widely celebrated filmmakers, as well as rape-revenge cinema from around the world, this revised edition demonstrates that diverse and often contradictory treatments of sexual violence exist simultaneously.
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Yechen Qin, Hong Wang, Yanjun Huang, "Real-Time Road Profile Identification and Monitoring: Theory and Application"
English | 2019 | pages: 150 | ISBN: 3031003713 | PDF | 2,8 mb
Ever stringent vehicle safety legislation and consumer expectations inspire the improvement of vehicle dynamic performance, which result in a rising number of control strategies for vehicle dynamics that rely on driving conditions. Road profiles, as the primary excitation source of vehicle systems, play a critical role in vehicle dynamics and also in public transportation. Knowledge of precise road conditions can thus be of great assistance for vehicle companies and government departments to develop proper dynamic control algorithms, and to fix roads in a timely manner and at the minimum cost, respectively. As a result, developing easy-to-use and accurate road estimation methods are of great importance in terms of reducing the cost related to vehicles and road maintenance as well as improving passenger comfort and handling capacity. A few books have already been published on road profile modeling and the influence of road unevenness on vehicle response. However, there is still roomto discuss road assessment methods based on vehicle response and how road conditions can be used to improve vehicle dynamics.
In this book, we use several generalized vehicle models to demonstrate the concepts, methods, and applications of vehicle response-based road estimation algorithms. In addition, necessary tools, algorithms, and methods are illustrated, and the benefits of the road estimation algorithms are evaluated. Furthermore, several case studies of controllable suspension systems to improve vehicle vertical dynamics are presented.
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Yoshikatsu Murooka, "Recombinant Microbes for Industrial and Agricultural Applications"
English | 1994 | pages: 894 | ISBN: 082479141X, ASIN: B0087BV9EK | PDF | 73,9 mb
Bridging the gap between laboratory observations and industrial practices, this work presents detailed information on recombinant micro-organisms and their applications in industry and agriculture. All recombinant microbes, bacteria, yeasts and fungi are covered.
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Regression and Machine Learning for Education Sciences Using R
English | 2025 | ISBN: 1032510072 | 364 Pages | PDF EPUB (True) | 59 MB
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current data or explaining why some phenomena occur. These identified important predictors provide data-based evidence for educational and psychological decision-making.
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Glenn E Hedman, "Rehabilitation Technology (Haworth Psychotherapy)"
English | 1990 | pages: 188 | ISBN: 1560240334 | PDF | 212,1 mb
This volume informs physical therapists, occupational therapists, and rehabilitation technologists about the devices that are available today and provides important background information on these devices. Nationally recognized leaders in rehabilitation technology service delivery share their practical expertise. Each chapter provides sources-suggested readings and professional organizations-for further information on each topic. This volume will be useful in the future in giving professionals a method for seeing where new devices fit into the spectrum of assistive technology.
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Reinforcement Learning: Theory and Python Implementation
English | 2024 | ISBN: 9811949328 | 574 Pages | PDF (True) | 8 MB
Reinforcement Learning: Theory and Python Implementation is a tutorial book on reinforcement learning, with explanations of both theory and applications. Starting from a uniform mathematical framework, this book derives the theory of modern reinforcement learning systematically and introduces all mainstream reinforcement learning algorithms such as PPO, SAC, and MuZero. It also covers key technologies of GPT training such as RLHF, IRL, and PbRL. Every chapter is accompanied by high-quality implementations, and all implementations of deep reinforcement learning algorithms are with both TensorFlow and PyTorch. Codes can be found on GitHub along with their results and are runnable on a conventional laptop with either Windows, macOS, or Linux.
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Remedial and Analytical Separation Processes
English | 2025 | ISBN: 1032458852 | 138 Pages | PDF EPUB (True) | 6.4 MB
This book describes a comprehensive, integrated view of separation science backed by discussions about simple extraction and partition processes to give a better understanding of advanced techniques like chromatography and membrane separations. It paves the way for an understanding of the fundamental physical and chemical phenomena involved in separations and a concise overview of transport reactions. A chapter dedicated to phytoremediation gives an understanding of the various processes involved in the bioremediation of environmental media.
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Requirements Engineering for Software and Systems (Applied Software Engineering Series) by Phillip A. Laplante, Mohamad Kassab
English | June 7, 2022 | ISBN: 0367654520 | 404 pages | PDF | 17 Mb
Solid requirements engineering has increasingly been recognized as the key to improved, on-time, and on-budget delivery of software and systems projects. New software tools are emerging that are empowering practicing engineers to improve their requirements engineering habits. However, these tools are not usually easy to use without significant training.
Requirements Engineering for Software and Systems, Fourth Edition is intended to provide a comprehensive treatment of the theoretical and practical aspects of discovering, analyzing, modeling, validating, testing, and writing requirements for systems of all kinds, with an intentional focus on software-intensive systems. It brings into play a variety of formal methods, social models, and modern requirements writing techniques to be useful to practicing engineers. The book is intended for professional software engineers, systems engineers, and senior and graduate students of software or systems engineering.
Since the first edition, there have been made many changes and improvements to this textbook. Feedback from instructors, students, and corporate users was used to correct, expand, and improve the materials. The fourth edition features two newly added chapters: "On Non-Functional Requirements" and "Requirements Engineering: Road Map to the Future." The latter provides a discussion on the relationship between requirements engineering and such emerging and disruptive technologies as Internet of Things, Cloud Computing, Blockchain, Artificial Intelligence, and Affective Computing.
All chapters of the book were significantly expanded with new materials that keep the book relevant to current industrial practices. Readers will find expanded discussions on new elicitation techniques, agile approaches (e.g., Kanpan, SAFe, and DEVOps), requirements tools, requirements representation, risk management approaches, and functional size measurement methods. The fourth edition also has significant additions of vignettes, exercises, and references. Another new feature is scannable QR codes linked to sites containing updates, tools, videos, and discussion forums to keep readers current with the dynamic field of requirements engineering.
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