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Data Science and Applications: Proceedings of ICDSA 2024, Volume 3
English | 2025 | ISBN: 9819622980 | 597 Pages | PDF (True) | 39 MB
This book gathers outstanding papers presented at the 5th International Conference on Data Science and Applications (ICDSA 2024), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from July 17 to 19, 2024. The book is divided into four volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

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Data Science and Intelligent Systems: Proceedings of 5th Computational Methods in Systems and Software 2021, Vol. 2 by Radek Silhavy
English | PDF | 2022 | 1073 Pages | ISBN : 3030903206 | 114.8 MB
This book constitutes the second part of refereed proceedings of the 5th Computational Methods in Systems and Software 2021 (CoMeSySo 2021) proceedings. The real-world problems related to data science and algorithm design related to systems and software engineering are presented in this papers. Furthermore, the basic research' papers that describe novel approaches in the data science, algorithm design and in systems and software engineering are included.

The CoMeSySo 2021 conference is breaking the barriers, being held online. CoMeSySo 2021 intends to provide an international forum for the discussion of the latest high-quality research results.
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Data Science Unlocked: A Beginner's Journey with R, ChatGPT, and AI Insights
English | 2024 | ASIN: B0CVF3J8DP | 550 Pages | Epub | 4.21 MB
Are you eager to learn data science but find the explanations too complex? Fear not, as this book provides simple, direct, and easy-to-learn explanations that will help you master the basics of data science smoothly and quickly.
In today's data-driven world, having a fundamental understanding of data analysis is necessary for everyone. Whether you're an experienced professional looking to enhance your skills or a newcomer eager to dive into the world of data science, this book is your comprehensive guide. With a focus on practicality and hands-on learning, this book takes you on an exciting journey through the powerful R Studio and artificial intelligence (AI) with the astonishing ChatGPT. It demystifies complex concepts and empowers you to harness the full potential of your data. Each chapter equips you with the knowledge and confidence to tackle real-world data challenges easily, from importing and cleaning data to advanced predictive modeling techniques.

So, if you're ready to unlock the doors to endless possibilities, grab your copy of this book today. Whether you're a student, a professional, or simply curious about the power of data, this book is your passport to success in the digital age.

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Data Science with Python: From Data Wrangling to Visualization
English | 2024 | ASIN: B0DFT3S114 | 544 pages | PDF | 6.67 MB
Data Science with Python: From Data Wrangling to Visualization
Unlock the power of data science with Python in this comprehensive guide that takes you from beginner to advanced practitioner. Whether you're an aspiring data scientist, a seasoned analyst looking to expand your skillset, or a software developer venturing into the world of data, this book is your roadmap to mastering the essential tools and techniques of modern data science.

Key Features: * Learn Python programming fundamentals for data science * Master data wrangling and preprocessing techniques * Perform exploratory data analysis (EDA) to uncover insights * Implement machine learning algorithms for predictive modeling * Create stunning data visualizations to communicate results effectively * Develop and deploy data-driven applications
In today's data-driven world, the ability to extract meaningful insights from vast amounts of information is a critical skill. "Data Science with Python" provides a structured approach to learning, covering the entire data science pipeline from data collection to visualization and deployment.
Starting with the basics of Python programming, you'll quickly progress to working with powerful libraries such as Pandas, NumPy, and Scikit-learn. Through hands-on examples and real-world projects, you'll gain practical experience in:
1. Data Wrangling: Learn to clean, transform, and preprocess raw data into a format suitable for analysis. Master techniques for handling missing values, outliers, and inconsistent data.
2. Exploratory Data Analysis: Dive deep into your data using statistical methods and visualization techniques to uncover patterns, trends, and relationships.
3. Machine Learning: Implement popular algorithms for classification, regression, and clustering. Understand the principles behind model selection, training, and evaluation.
4. Data Visualization: Create compelling charts, graphs, and interactive dashboards using MatDescriptionlib, Seaborn, and Descriptionly to effectively communicate your findings.
5. Big Data Processing: Introduction to handling large datasets using tools like PySpark and Dask.
6. Deep Learning: Get started with neural networks using popular frameworks like TensorFlow and PyTorch.
7. Natural Language Processing: Learn techniques for analyzing and processing text data.
8. Time Series Analysis: Explore methods for working with time-dependent data and forecasting.
9. Deployment: Develop data-driven web applications using Flask or Streamlit and deploy them to the cloud.
Each chapter includes: * Clear explanations of key concepts * Step-by-step tutorials with code examples * Practical exercises to reinforce learning * Tips and best practices from industry experts
By the end of this book, you'll have a solid foundation in data science and be able to: * Confidently work with various types of data using Python * Apply machine learning algorithms to solve real-world problems * Create insightful visualizations to communicate your findings effectively * Build and deploy data-driven applications
Whether you're looking to start a career in data science, enhance your current role, or simply expand your skill set, "Data Science with Python" provides the knowledge and hands-on experience you need to succeed in this exciting field.
Perfect for: * Aspiring data scientists and analysts * Software developers transitioning to data roles * Students in data science and analytics programs * Professionals seeking to upskill in Python and data science
Requirements: * Basic understanding of programming concepts * Familiarity with Python is helpful but not required * No prior experience in data science or statistics needed
Start your journey to becoming a proficient data scientist today! With "Data Science with Python," you'll gain the skills and confidence to tackle complex data challenges and drive data-informed decision-making in any industry.

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[booksz]

Data Science with Rust (The Language of Data Science Book 1)
English | 2025 | ASIN: B0F2XRCL1C | 416 pages | Epub | 558.33 KB
Reactive Publishing
Data Science with Rust

By Hayden Van Der Post
Precision. Speed. Safety. Rust isn't just a systems language-it's a powerful new weapon in the data scientist's toolkit.
In Data Science with Rust, Hayden Van Der Post delivers a cutting-edge guide to building scalable, high-performance data systems using Rust's modern, memory-safe architecture. Designed for developers and data professionals who demand more than what Python and R can offer, this book shows you how to unlock next-level performance without sacrificing readability or reliability.
Inside, you'll learn to:
Handle and transform data efficiently with Polars and Arrow
Build type-safe, blazing-fast data pipelines using idiomatic Rust
Leverage multithreading and async computation for real-time analytics
Create machine learning workflows using Linfa, Tch-rs, and Rust-NN
Deploy low-latency data apps and microservices that scale
Whether you're working in finance, scientific computing, AI, or backend analytics, this book empowers you to own every byte of your pipeline-from raw ingestion to model inference-with full control and zero garbage collection overhead.

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Data Types and Variables, Operators and Control Structures in C++: Introduction to C++ Programming
English | 2023 | ASIN: B0CCLBMFQB | 434 pages | PDF | 2.60 MB
Kick off your journey into the world of C++ programming with the first installment of our comprehensive series, "Data Types and Variables, Operators and Control Structures in C++." This book serves as your essential guide to mastering the fundamental building blocks of C++, empowering you to write efficient and robust code.
In this book, we dive deep into the core concepts of C++, starting with a comprehensive exploration of data types and variables. Understanding data types is crucial to becoming a skilled programmer, and our detailed explanations will leave you with a solid grasp of their significance and practical applications. Whether you're working with integers, floating-point numbers, characters, or more complex data structures, we've got you covered.

Operators are the driving force behind manipulating data in any programming language. Within these pages, you'll explore the diverse range of C++ operators, from basic arithmetic operators to logical and bitwise operators. With our clear examples and step-by-step breakdowns, you'll be equipped to perform complex computations and efficiently manipulate data.
Control structures are essential tools that enable you to dictate the flow of your programs. We delve into conditional statements, loops, and other control structures, providing practical insights on how to make your code flexible and responsive. Learn how to implement decision-making logic and repeat tasks with ease, optimizing your code for various scenarios.
What truly sets this book apart is the author's dedication to practicality. You'll find hundreds of real-world code examples throughout the text, strategically placed to reinforce each concept and help you visualize how they can be applied in different situations. By working through these practical examples, you'll develop the confidence to apply your newfound knowledge to your own projects and coding challenges.
Key features of "Data Types and Variables, Operators and Control Structures in C++":
Hands-On Learning: Dive into practical coding exercises and gain invaluable experience in writing C++ code.
Clear and Concise Explanations: Complex topics are broken down into easily digestible chunks, catering to learners of all levels.
Real-World Relevance: Practical code examples provide insights into how C++ is used in real applications, ensuring you grasp its practicality.
Step-by-Step Guidance: Follow the author's expert guidance as you progress through the book, building a solid foundation of C++ knowledge.
Comprehensive Coverage: Covering data types, variables, operators, and control structures, this book lays the groundwork for your future in C++ programming.
Whether you're a complete beginner or seeking to reinforce your understanding of these crucial topics, "Data Types and Variables, Operators and Control Structures in C++" is your gateway to C++ proficiency. Unleash your potential as a programmer and take your first steps towards building powerful, innovative software applications.
Unlock the secrets of C++ with this essential guide and embark on an exciting journey of learning, growth, and code mastery. Get your copy now and start your transformation into a confident C++ developer!

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Day Trading: Beat the System and Make Money in Any Market Environment
English | 2015 | ISBN: 1623155746 | 215 Pages | EPUB (True) | 6 MB
When most people hear the term "day trader," they imagine the stock market floor packed with people yelling 'Buy' and 'Sell' - or someone who went for broke and ended up just that. These days, investing isn't just for the brilliant or the desperate-it's a smart and necessary move to ensure financial wellbeing.

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Days of Light: A Novel by Megan Hunter
English | June 10, 2025 | ISBN: 0802164773 | True EPUB | 288 pages | 0.7 MB
From the author of The End We Start From, now a major film starring Jodie Comer, and taking inspiration from the influential artists and intellectuals of the Bloomsbury Group, Days of Light is a sweeping, sensual historical novel of art, desire, and faith set against the backdrop of a changing England
Easter Sunday, 1938. Ivy is nineteen and ready for her life to finally begin. Her sprawling, bohemian family and their friends gather in the idyllic English countryside for lunch, arranging themselves around well-worn roles. They trade political views and artistic arguments as they impatiently await the arrival and first sight of Frances, the new beau of Ivy's beloved older brother, Joseph. In this auspicious atmosphere of springtime, Ivy's world feels on the cusp of something grand-but neither she nor those closest to her predicts how a single, enchanted evening and an unexpected tragedy will alter the rest of their lives.

A radiant, philosophical, and intimate journey through time, Days of Light chronicles six pivotal days across six decades to tell the story of Ivy's pursuit of answers-to the events of this fateful Easter Sunday and to the shifting desires of her own heart. Moving through the Second World War up to the close of the 20th century, Hunter captures the galvanic love and transformative moments that define a winding, beautiful life.

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Decarbonising Electricity: The Promise of Renewable Energy Regions
English | 2025 | ISBN: 100948561X | 267 Pages | PDF | 4 MB
The current shift to renewable energy is dominated by globalised energy companies building large-scale wind and solar plants. This book discusses the consequences and possibilities of this shift in India, Germany, and Australia, focusing on regions which have now largely decarbonised electricity generation. The authors show how centralised models of energy provision are maintained, and chart their impacts in terms of energy geography, social stratification, and socio-ecological appropriation. The chapters emphasise the prominent role played by state regulation, financial incentives, and public infrastructure for corporate renewables, arguing that public provision should be re-purposed for distributed renewables, social equity in affected regions, and for wider social benefit. This interdisciplinary book provides fertile building ground for research in - and application of - future energy transitions. It will appeal to students, researchers, and policy makers from anthropology, sociology, politics and political economy, geography, and environmental and sustainability studies.

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Decisions That Matter: How to Make Decisions in A World of Endless Choice by Adrienne Adhami
English | May 20, 2025 | ISBN: 1529925495, 1529925509, 9781804949238 | True EPUB | 320 pages | 1.7 MB
From the acclaimed author and podcaster ofPower Hourcomes an actionable guide to making better, more intentional everyday decisions to lead us to the life that we want.
It's estimated that the average person now makes around 35,000 decisions each day. We're living in the age of abundance, with more choices than ever before. From everyday mundane choices to big life decisions, the more options we have, the more overwhelmed we become.

InDecisions That Matter, Adrienne Adhami - podcaster, business advisor and keynote speaker to industry-leading companies such as Microsoft, Spotify and Range Rover - provides the tools and insights you need to navigate these choices with confidence. Adrienne offers strategies and frameworks to help you make intentional decisions in a world full of distractions.
Packed with real-life examples and actionable steps,Decisions That Matterwill help you:
Overcome procrastination: build the confidence to make effective decisions.Combat decision fatigue: reclaim your time and mental energy by simplifying the decision-making process.Take control of your life: create a life that aligns with your values and goals.
Motivating and infused with Adrienne's infectious energy,Decisions That Matteris a manual that empowers you to break free from indecision and make choices with clarity and conviction.

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Deep Learning and Computer Vision in Remote Sensing by Fahimeh Farahnakian, Jukka Heikkonen and Pouya Jafarzadeh
English | PDF | 2023 | 574 Pages | ISBN : 3036563687 | 174.5 MB
In the last few years, huge amounts of progress have been made regarding remote sensing in the field of computer vision. This success and progress is mostly due to the effectiveness of deep learning (DL) algorithms. In addition, the remote sensing community has shifted its attention to DL, and DL algorithms have been used to achieve significant success in many image analysis tasks. However, with regard to remote sensing, a number of challenges caused by difficulties in data acquisition and annotation have not been fully solved yet.

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Deep Learning Projects Using Library in Python: Develop machine learning and deep learning models with Python
English | 2024 | ASIN: B0DJBTX12C | 209 pages | PDF | 9.94 MB
Python is of the most popular and versatile programming languages in the tech industry. However, despite their popularity and versatility, mastering them can be challenging, especially for beginners. Technical challenges such as debugging and tight deadlines can cause stress and anxiety, and career advancement and staying up to date with the latest developments in the field can be daunting.
Here what you'll learn after downloading this book:

✓# 1: Realtime Number Plate Detection using Yolov7
✓# 2: Easiest way to Train yolov7 on the custom dataset
✓# 3: Google Stock Price Prediction using LSTM
✓# 4: Image Captioning using Deep Learning
✓# 5: Helmet and Number Plate Detection and Recognition using YOLOv3
✓# 6: Invisible Man using Mask-RCNN
✓# 7: Neural Style Transfer
✓# 8: Sudoku Solver
✓# 9: Human Segmentation using U-Net
✓# 10: Milk Production prediction for next year using LSTM
✓# 11: Emotion Detector using Keras
✓# 12: MNIST Handwritten Number Recognition
✓# 13: Monkey Breed Classification using Transfer Learning
✓# 14: MNIST Handwritten number recognition using Keras
✓# 15: AI learns to play Flappy Bird Game
✓# 16: Age Detection using CNN with Keras
✓# 17: Fire and Smoke Detection using CNN with Keras
✓# 18: Cats and Dogs Classifier
✓# 19: Dimensionality Reduction using Autoencoders
This Book Is Perfect For:
* Beginners who want to learn Python
* Students who are taking a Python programming course
* Professionals who want to learn Python for their job
* Anyone who wants to learn how to code

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Deep Learning with JavaScript: Building Neural Networks with TensorFlow.js and Brain.js
English | 2024 | ASIN: B0DN6G91HY | 724 pages | PDF | 5.75 MB
In a world where artificial intelligence is transforming industries, Deep Learning with JavaScript brings the power of deep neural networks directly to web developers and JavaScript enthusiasts. This hands-on guide will teach you how to construct, train, and deploy sophisticated neural networks using JavaScript, TensorFlow.js, and Brain.js-all within a browser environment.
Whether you're a seasoned web developer or a curious coder, this book provides the skills to develop real-time AI-driven applications, from image recognition to interactive web experiences, without needing Python or extensive server resources. Learn to optimize JavaScript for scalable, efficient deep learning projects and create solutions that run seamlessly across platforms.

With this book, you'll go beyond static code to build dynamic, scalable applications that redefine what's possible in web-based AI. Start your journey into the heart of deep learning and become equipped with the tools to bring cutting-edge neural networks to life in JavaScript.

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Degrowth Decolonization and Development: When Culture Meets the Environment by Milica Kočović De Santo, Stéphanie Eileen Domptail
English | March 21, 2023 | ISBN: 3031259440 | 225 pages | MOBI | 2.21 Mb
Degrowth Decolonization and Development reveals common underlying cultural roots to the multiple current crises. It shows that culture is an essential sphere to initiate fundamental changes and solutions as it brings about transformative imaginaries on a theoretical, political and practical level. The book focusses on the interplay between culture and the environment, society and the economy. It provides a critique of concepts associated with the term "Development" and reveals knowledge and theories outside the comfort zone of the mainstream Western theoretical landscape, which will certainly be instrumental in the decolonization of both development theories and practices. The book convincingly reveals the large array of domains, which, when interpreted from a decolonization and Degrowth perspective, can be managed through logics of environmental justice, social equity and equality, and generate societally more desirable outcomes.
The book presents a multidisciplinary perspective on the contemporary global crises and features interdisciplinary analyses thereof through the lenses of cultural studies, critical development studies, political economy, eco-feminist political ecology, anthropology and sociology. Degrowth Decolonization and Development unveils the fundamental role of the dichotomies characterizing the Western modern development paradigm in shaping today's actions, and especially the dichotomies of Global North and Global South, Centre and Periphery, Developed and Developing/Underdeveloped, Man and Nature. Degrowth Decolonization and Development addresses all researchers and activists interested in sustainability transformation and decolonization processes in Development studies.

Degrowth Decolonization and Development is structured as a collection of seven original case studies. These are authored by researchers who met when presenting their work in Decolonization and Degrowth panels from the ISEE-ESEE-Degrowth Conference, Manchester, July 5-8, 2021, and the 8th International Degrowth Conference in The Hague, Netherlands, August 24-28, 2021. The concluding chapter proposes a synthesis identifying key concepts and steps in cultural change for the decolonization of the Western worldview towards "pluriverse" alternatives. The book traces future imaginaries for modelling future new systemic solutions and a needed radical change.

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[booksz]

Deleuze and the Problem of Experience: Transcendental Empiricism
by Dror Yinon
English | 2025 | ISBN: 135045060X | 265 Pages | True PDF | 3 MB
This comprehensive reframing of Gilles Deleuze as a transcendental empiricist delves into his seminalDifference and Repetitionto unearth a system that inverts the Kantian worldview.By focusing on Deleuze's theory of the faculties, we can see how he builds a transcendental system of thought that defies the predictability of empirical experience. The place of experience in the way we understand our relation to the world, to others and to ourselves, is a central theme of modern philosophy. Deleuze's transcendental empiricism points to an unexplored direction in this major philosophical preoccupation. It is a road not taken that, against the tide of his times, rejected the possibility of an immediate contact with being and embraced the possibility of reaching a 'real' that lay beneath many layers of mediation. Unlike many of his contemporaries, Deleuze neither subscribed to a specific philosophical school nor did he try to establish one. This new understanding of him as a transcendental empiricist not only helps to situate his work in the constellation of twentieth century French philosophers but also helps us to understand a philosopher for whom difference and heterogeneity were central to his own philosophical corpus.

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[booksz]

Demenz, Delir, Depression: Symptome erkennen - schnell und individuell handeln
Deutsch | 2025 | ISBN: 3842608330 | 186 Pages | EPUB | 2 MB
Nicht hinter jedem auffälligen Verhalten steht eine 'Demenz'. Auch ein Delir, eine Depression oder ein wahnhafter Schub können ähnliche Symptome auslösen. Der Unterschied: Für den Behandlungsverlauf ist es extrem wichtig, Demenz, Delir, Depression und auch Wahn voneinander unterscheiden zu können. Dieses Buch hilft dabei. Es erklärt die Krankheitsbilder und ihre Unterschiede, beschreibt die Symptomatiken und gibt Tipps für den Umgang mit Betroffenen und ihren Angehörigen. Wichtig ist dabei auch der Blick auf innovative und leicht umsetzbare Konzepte aus Krankenhäusern und Pflegeheimen. Fallbeispiele zeigen, wie es Pflegekräften gelingt, einen Zugang zu psychisch veränderten Patienten bzw. Bewohnern zu erlangen. Dieses Buch macht Mut - und erweitert die pflegerischen Kompetenzen

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[booksz]

Democracy and Its Enemies in Europe: Successes and Failures in Combating Autocratic Threats
by Joanna Rak, Roman Bäcker
English | 2025 | ISBN: 1032954744 | 238 Pages | True ePUB | 0.95 MB
This book analyses the evolving nature of democratic threats and identifies strategies necessary to safeguard democratic governance in an increasingly turbulent political environment.

It explores how democratic systems in Europe have faced, and continue to face, threats from various entities that exhibit essential characteristics of being enemies of democracy, including fascism, Nazism, authoritarianism, and modern forms of populism and external interference. Through detailed case studies, the book examines the tactics used by enemies of democracy to undermine the sovereignty of political nations, from the rise of totalitarian regimes in the twentieth century to contemporary challenges like Russia's democratic decline and hybrid warfare tactics in Poland and Estonia. It also highlights how certain democracies have successfully resisted these threats, offering valuable lessons for protecting democratic values and institutions in today's world. Going beyond historical analysis, the book provides a comprehensive theoretical framework for understanding and categorising the enemies of democracy, transforming the concept from a normative idea into a powerful analytical tool.
This book will be of key interest to scholars and students of European history and politics, political theory, democracy, political systems, political philosophy, and comparative politics.

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[booksz]

Democracy and Its Enemies in Europe: Successes and Failures in Combating Autocratic Threats
by Joanna Rak, Roman Bäcker
English | 2025 | ISBN: 1032954744 | 238 Pages | True PDF | 2.6 MB
This book analyses the evolving nature of democratic threats and identifies strategies necessary to safeguard democratic governance in an increasingly turbulent political environment.

It explores how democratic systems in Europe have faced, and continue to face, threats from various entities that exhibit essential characteristics of being enemies of democracy, including fascism, Nazism, authoritarianism, and modern forms of populism and external interference. Through detailed case studies, the book examines the tactics used by enemies of democracy to undermine the sovereignty of political nations, from the rise of totalitarian regimes in the twentieth century to contemporary challenges like Russia's democratic decline and hybrid warfare tactics in Poland and Estonia. It also highlights how certain democracies have successfully resisted these threats, offering valuable lessons for protecting democratic values and institutions in today's world. Going beyond historical analysis, the book provides a comprehensive theoretical framework for understanding and categorising the enemies of democracy, transforming the concept from a normative idea into a powerful analytical tool.
This book will be of key interest to scholars and students of European history and politics, political theory, democracy, political systems, political philosophy, and comparative politics.

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[booksz]

Der große Lafer - Die Kunst der einfachen Küche
Deutsch | 2012 | ISBN: 3833820330 | 977 Pages | PDF | 31 MB
Johann Lafer präsentiert hier die Rezepte, die er liebt. In 60 Kapiteln werden ausgewählte Klassiker Schritt für Schritt in Bild und Text vorgestellt. Darauf folgen über 300 raffinierte Varianten, vom Starkoch mit genialen Gespür für Geschmack entwickelt. Da werden Bratkartoffeln mit Spargel und Bärlauch kombiniert oder aus Süßkartoffeln mit Walnüssen bereitet. Die wunderbar sahnige Eiscreme lockt in zarten Pastellfarben. Frikadellen gibt es klassisch, aber auch sehr fein aus gehacktem Lachs oder Lamm. So geht es weiter mit knusprigen Frühlingsröllchen, cremigen Gemüsesuppen, dem allerbesten Krustenbraten, zarter Panna cotta ... und, und, und. Durch die verführerischen Fotos kann man kann gar nicht aufhören zu blättern. Das Schöne ist, dass es ganze 480 Seiten dauert, bis man beim letzten Rezept, der umwerfenden Zabaione, ankommt. Ein Buch für Genießer, für Anfänger wie Fortgeschrittene, die Johann Lafer in die hohe Kunst der einfachen Küche einführt.

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Derivatives in Islamic Finance : Examining the Market Risk Management Framework By Sherif Ayoub
2014 | 272 Pages | ISBN: 0748695699 | PDF | 1 MB
The Islamic finance industry faces the challenging task of attempting to reconcile the risk management demands of business entities with the difficulties posed by the seemingly rigid stance taken by some Shari'ah scholars over hedging practices. Offering a fresh perspective, Sherif Ayoub confronts the challenge by reformulating how we might think about the theorisation of economic matters in the Islamic faith. He also considers the associated perceptions of permissibility that have until now been confined to the legal sphere, with a focus on contractual elements. Ayoub sheds light on the way the Islamic finance industry conceptualises the role of financial instruments. Paying particular attention to derivatives in a market risk management framework that adheres to the objectives of Islamic jurisprudence, readers will come to understand the issues surrounding the avoidance of Riba (usury), Gharar (excessive uncertainty) and Maysir (gambling).

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