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Production Planning and Control with SAP ERP, 2nd Edition by Jawad Akhtar
English | July 30, 2016 | ISBN: 1493214306 | True EPUB/PDF | 940 pages | 92.3/78.3 MB
Run your SAP PP system like a finely tuned machine! Learn how to configure SAP ERP Production Planning for discrete, process, and repetitive manufacturing and master BOM status definitions, process message characteristics, and master data. Dive into SAP PP workflows and use Process Management, release production orders, and create planning tables. Covering everything from S&OP and MRP to SAP Demand Management and the Early Warning System, this book will help you get your production process to maximum efficiency!
Master SAP ERP Production Planning for discrete, process, and repetitive manufacturingStreamline your SAP PP processes using tools like S&OPConfigure master data, manufacturing profiles, work centers, and more
Configuration
Get step-by-step instructions for configuring SAP PP, from master data shared by all manufacturing types to specific settings and control keys for discrete, process, and repetitive manufacturing.
Workflow Tools
Learn to use sales and operations planning, material requirements planning, SAP Demand Management, and long-term planning throughout your production workflow.
Reporting and Optimization
Get more out of your production system with capacity requirements planning, co-products, by-products, and more. Then evaluate and monitor your system using built-in reports and the Early Warning System.
Discrete, process, and repetitive manufacturingConfigurationSales and operations planning (S&OP)Material requirements planning (MRP)SAP Demand ManagementLong-term planning (LTP)Special procurement typesCapacity requirements planning (CRP)Digital signaturesEarly Warning System (EWS)
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Lenin Mookiah, "Production-Ready Applied Deep Learning: Learn how to construct and deploy complex models in PyTorch and TensorFlow deep learning frameworks"
English | 2022 | ISBN: 180324366X | EPUB | pages: 322 | 8.1 mb
Supercharge your skills for developing powerful deep learning models and distributing them at scale efficiently using cloud services
Key Features:
- Understand how to execute a deep learning project effectively using various tools available
- Learn how to develop PyTorch and TensorFlow models at scale using Amazon Web Services
- Explore effective solutions to various difficulties that arise from model deployment
Book Description:
Machine learning engineers, deep learning specialists, and data engineers encounter various problems when moving deep learning models to a production environment. The main objective of this book is to close the gap between theory and applications by providing a thorough explanation of how to transform various models for deployment and efficiently distribute them with a full understanding of the alternatives.
First, you will learn how to construct complex deep learning models in PyTorch and TensorFlow. Next, you will acquire the knowledge you need to transform your models from one framework to the other and learn how to tailor them for specific requirements that deployment environments introduce. The book also provides concrete implementations and associated methodologies that will help you apply the knowledge you gain right away. You will get hands-on experience with commonly used deep learning frameworks and popular cloud services designed for data analytics at scale. Additionally, you will get to grips with the authors' collective knowledge of deploying hundreds of AI-based services at a large scale.
By the end of this book, you will have understood how to convert a model developed for proof of concept into a production-ready application optimized for a particular production setting.
What You Will Learn:
- Understand how to develop a deep learning model using PyTorch and TensorFlow
- Convert a proof-of-concept model into a production-ready application
- Discover how to set up a deep learning pipeline in an efficient way using AWS
- Explore different ways to compress a model for various deployment requirements
- Develop Android and iOS applications that run deep learning on mobile devices
- Monitor a system with a deep learning model in production
- Choose the right system architecture for developing and deploying a model
Who this book is for:
Machine learning engineers, deep learning specialists, and data scientists will find this book helpful in closing the gap between the theory and application with detailed examples. Beginner-level knowledge in machine learning or software engineering will help you grasp the concepts covered in this book easily.
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Steven Verrier, "Professional Wrestling in the Pacific Northwest: A History, 1883 to the Present"
English | ISBN: 1476670021 | 2017 | 230 pages | EPUB | 6 MB
Introduced in the Pacific Northwest in 1883, professional wrestling has a long and storied history in the region and has contributed significantly to Northwest culture. This entertaining account of the wrestling industry in Oregon, Washington, and British Columbia provides a detailed look at more than 130 years of events in the ring and behind the scenes. The author draws connections between developments in wrestling and the changing identity of the Pacific Northwest.
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Program Or Be Programmed: Ten Commandments for a Digital Age, 2nd Edition by Douglas Rushkoff
English | October 1st, 2024 | ISBN: 1682194353 | 200 pages | True EPUB | 1.35 MB
A deep dive into one of this century's most potent questions: do we direct technology, or do we let ourselves be directed by it?
This compact new edition of a paradigmatic text packs a big and actionable punch. Updated with a new section on the unique challenges posed by AI, Program or Be Programmed presents a spirited, accessible poetics of new media. On these pages (and screens), Rushkoff picks up where Marshall McLuhan left off, helping readers recognize programming as the new literacy of the digital age.
The debate over whether the internet is good or bad for us fills the airwaves and the blogosphere. But for all the heat of claim and counter-claim, the argument is essentially beside the point: it's here; it's everywhere. The real question is, do we direct technology, or do we let ourselves be directed by it and those who have mastered it? "Choose the former," writes Rushkoff, "and you gain access to the control panel of civilization. Choose the latter, and it could be the last real choice you get to make." In eleven "commands," Rushkoff provides cyberenthusiasts and technophobes alike with the guidelines to navigate this new universe.
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Programmierung von AWS Lambda
Deutsch | 2024 | ISBN: 9781098194994 | 323 Pages | EPUB | 9 MB
Serverless revolutioniert die Art und Weise, wie Unternehmen Software entwickeln und einsetzen. Mit diesem praktischen Leitfaden lernen Java-Ingenieure, wie sie ihre Erfahrung in der neuen Welt des Serverless Computing einsetzen können. Du erfährst, wie dieses Cloud-Computing-Ausführungsmodell die Komplexität bei der Entwicklung und dem Betrieb von Anwendungen drastisch verringern und gleichzeitig Kosten und Markteinführungszeiten reduzieren kann.
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Progress and Opportunities of Doubled Haploid Production By Muhammad Asif (auth.)
2013 | 75 Pages | ISBN: 3319007319 | PDF | 2 MB
Deals with the historical perspectives and the current status of doubled haploid production along with its practical implications in basic and applied research. It highlights various haploid production methods with a comprehensive discussion on their pros and cons, bottlenecks, and embryogenic pathways. The review also describes in detail the results of molecular and genomic studies conducted to investigate the underlying principles of this spectacular technique that has changed the status of many species from recalcitrant to responsive over the last ninety years.
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Prozeßkostenrechnung und Workflow Management: Konzeption und Umsetzung eines Schnittstellensystems By Dietmar Weiß (auth.)
1998 | 344 Pages | ISBN: 3824467674 | PDF | 12 MB
Die Prozeßkostenrechnung rückt zunehmend in den Mittelpunkt von Diskussionen, vor allem dann, wenn es um die Optimierung und Bewertung von Prozessen geht. Trotz vieler Verbesserungsansätze und Einsatzbeschreibungen ist es bisher nicht gelungen, die Prozeßkostenrechnung als ein kontinuierliches Instrument zu etablieren, da die notwendigen Daten nicht effizient zur Verfügung gestellt werden können. Dietmar Weiß beschreibt, wie dieses Problem durch die Verwendung von Vorgangssteuerungssystemen gelöst werden kann. Hierzu entwickelt der Autor ein Verbindungskonzept, das sowohl dem Workflow Management als auch der Prozeßkostenrechnung dient. Die Verbindung zeigt, wie Ablaufberichte von Vorgangssteuerungssystemen aufgebaut sein müssen, damit die Vorgangsdaten in Prozeßkostenrechnungssystemen verwendet werden können. Vorgestellt werden die hierzu notwendigen Daten- und Funktionsmodelle. Das Konzept wird durch einen Softwareprototypen umgesetzt und anhand einer Fallstudie demonstriert.
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Psychiatrische Komorbidität bei Alkoholismus und Verlauf der Abhängigkeit By PD Dr. Martin Driessen (auth.)
1999 | 161 Pages | ISBN: 3798511691 | PDF | 5 MB
Das Phänomen der Komorbidität hat seit den 80er Jahren eine zunehmende Aufmerksamkeit erfahren und unser Verständnis psychischer und psychopathologischer Prozesse bei Alkoholkranken erheblich verändert. Durch die Beachtung komorbider psychischer Störungen werden viele klinische Phänomene verständlicher. Ihre Häufigkeit zeigt einmal mehr, daß der idealtypische Suchtkranke nicht existiert. Ausgehend vom aktuellen Forschungsstand, widmet sich die vorliegende Studie zur psychiatrischen Komorbidität (einschließlich Persönlichkeitsstörungen) den Fragen des Zusammenhangs von - Komorbidität und Verlauf des Alkoholismus - Komorbidität und Suizidalität bei Alkoholkranken. Die Ergebnisse verweisen insbesondere auf die Notwendigkeit, differentialtherapeutische Indikationen für die Behandlung Alkoholkranker zu entwickeln.
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Jonathan Gruber, "Public Finance and Public Policy"
English | 2009 | ISBN: 1429219491 | PDF | pages: 859 | 6.9 mb
When it first appeared, Jonathan Gruber's Public Finance and Public Policy was the first textbook to truly reflect the way public finance issues were evaluated, implemented, and researched in the real world today. Like no other text available, it enhanced its survey of essential, traditional topics with an emphasis on empirical work and coverage of transfer programs and social insurance. Coming in the wake of the 2008 financial crisis, the presidential election, the 2009 stimulus package, and ongoing debates over financial reform and health care reform-Gruber is the author of Massachusetts' universal coverage plan-the new edition couldn't be more timely.
Thoroughly updated, Public Finance and Public Policy, Third Edition brings students up to date on the important debates that are dominating today's policymaking, giving them the basic tools they need to understand fundamental public finance issues now and in the future.
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Public Relations and Strategic Communication in 2050: Trends Shaping the Future of the Profession
by Laskin, Alexander V., Freberg, Karen
English | 2025 | ISBN: 103273096X | 281 pages | True PDF EPUB | 11.8 MB
Taking stock of the technological, political, economic, and social trends that exist today, this book extends the discussion to analyze and predict how these trends will affect the public relations and strategic communication industry of the future.
This book is divided into two sections, the first addressing such key topics as artificial intelligence (AI), big data, political polarization, and misinformation, the second looking at key facets of the profession, such as media relations, crisis communication, and measurement and evaluation. Leading researchers in the discipline share their analysis of these topics while also providing theoretically based and practically relevant insights on how the industry must evolve to keep up with, and perhaps anticipate, changes in culture, society, and technology.
This book will be of interest to scholars, industry professionals, and advanced undergraduate and graduate students in public relations and strategic communication.
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Putin and Trump: enemies, rivals, allies, partners, friends or competitors? by Samuel Greenberg
English | July 26, 2024 | ISBN: N/A | ASIN: B0DBC743H7 | 275 pages | EPUB | 0.64 Mb
Today the world is in a transition period to the next level of development of the human community on our planet. God created the universe to exist in constant motion and balance. But in human society and politics, there are always different points of view on global problems, which often threaten nuclear war and the disappearance of world civilization. Moreover, due to the current political and economic situation, the world is divided into two large and opposing groups. The first group includes totalitarian autocratic countries Russia, China, Iran and North Korea. The remainder of the world, led by the US, Canada, Australia, and EU nations, is included in the second category. The situation is complicated by the Covid-19 pandemic, inflation, the high cost of living, Russian aggression against Ukraine, the war between Israel and the terrorist organization Hamas and Iranian proxies. History repeats itself. The world is in a Cold War between two coalitions: Good and Evil. Based on actual events, the author of this book attempted to illustrate and analyse the historical perspectives of political leaders in Moscow, the EU, and Washington regarding the stances of the major powers.
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Python Data Cleaning Cookbook: Prepare your data for analysis with pandas, NumPy, MatDescriptionlib, scikit-learn, and OpenAI by Michael Walker
English | May 31, 2024 | ISBN: 1803239875 | 486 pages | EPUB | 3.48 Mb
Learn the intricacies of data description, issue identification, and practical problem-solving, armed with essential techniques and expert tips.
Key FeaturesGet to grips with new techniques for data preprocessing and cleaning for machine learning and NLP modelsUse new and updated AI tools and techniques for data cleaning tasksClean, monitor, and validate large data volumes to diagnose problems using cutting-edge methodologies including Machine learning and AIBook Description
Jumping into data analysis without proper data cleaning will certainly lead to incorrect results. The Python Data Cleaning Cookbook - Second Edition will show you tools and techniques for cleaning and handling data with Python for better outcomes.
Fully updated to the latest version of Python and all relevant tools, this book will teach you how to manipulate and clean data to get it into a useful form. he current edition focuses on advanced techniques like machine learning and AI-specific approaches and tools for data cleaning along with the conventional ones. The book also delves into tips and techniques to process and clean data for ML, AI, and NLP models. You will learn how to filter and summarize data to gain insights and better understand what makes sense and what does not, along with discovering how to operate on data to address the issues you've identified. Next, you'll cover recipes for using supervised learning and Naive Bayes analysis to identify unexpected values and classification errors and generate visualizations for exploratory data analysis (EDA) to identify unexpected values. Finally, you'll build functions and classes that you can reuse without modification when you have new data.
By the end of this Data Cleaning book, you'll know how to clean data and diagnose problems within it.
What you will learnUsing OpenAI tools for various data cleaning tasksProducing summaries of the attributes of datasets, columns, and rowsAnticipating data-cleaning issues when importing tabular data into pandasApplying validation techniques for imported tabular dataImproving your productivity in pandas by using method chainingRecognizing and resolving common issues like dates and IDsSetting up indexes to streamline data issue identificationUsing data cleaning to prepare your data for ML and AI modelsWho this book is for
This book is for anyone looking for ways to handle messy, duplicate, and poor data using different Python tools and techniques. The book takes a recipe-based approach to help you to learn how to clean and manage data with practical examples.
Working knowledge of Python programming is all you need to get the most out of the book.
Table of ContentsAnticipating Data Cleaning Issues When Importing Tabular Data with pandasAnticipating Data Cleaning Issues When Working with HTML, JSON, and Spark DataTaking the Measure of Your DataIdentifying Outliers in Subsets of DataUsing Visualizations for the Identification of Unexpected ValuesCleaning and Exploring Data with Series OperationsIdentifying and Fixing Missing ValuesEncoding, Transforming, and Scaling FeaturesFixing Messy Data When AggregatingAddressing Data Issues When Combining DataFramesTidying and Reshaping DataAutomate Data Cleaning with User-Defined Functions, Classes, and Pipelines
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Alberto Boschetti, "Python Data Science Essentials"
English | 2018 | ISBN: 178953786X | PDF | pages: 466 | 6.6 mb
Gain useful insights from your data using popular data science tools
Key Features
- A one-stop guide to Python libraries such as pandas and NumPy
- Comprehensive coverage of data science operations such as data cleaning and data manipulation
- Choose scalable learning algorithms for your data science tasks
Book Description
Fully expanded and upgraded, the latest edition of Python Data Science Essentials will help you succeed in data science operations using the most common Python libraries. This book offers up-to-date insight into the core of Python, including the latest versions of the Jupyter Notebook, NumPy, pandas, and scikit-learn.
The book covers detailed examples and large hybrid datasets to help you grasp essential statistical techniques for data collection, data munging and analysis, visualization, and reporting activities. You will also gain an understanding of advanced data science topics such as machine learning algorithms, distributed computing, tuning predictive models, and natural language processing. Furthermore, You'll also be introduced to deep learning and gradient boosting solutions such as XGBoost, LightGBM, and CatBoost.
By the end of the book, you will have gained a complete overview of the principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users
What you will learn
- Set up your data science toolbox on Windows, Mac, and Linux
- Use the core machine learning methods offered by the scikit-learn library
- Manipulate, fix, and explore data to solve data science problems
- Learn advanced explorative and manipulative techniques to solve data operations
- Optimize your machine learning models for optimized performance
- Explore and cluster graphs, taking advantage of interconnections and links in your data
Who this book is for
If you're a data science entrant, data analyst, or data engineer, this book will help you get ready to tackle real-world data science problems without wasting any time. Basic knowledge of probability/statistics and Python coding experience will assist you in understanding the concepts covered in this book.
Table of Contents
- First Steps
- Data Munging
- The Data Pipeline
- Machine Learning
- Visualization, Insights, and Results
- Social Network Analysis
- Deep Learning Beyond the Basics
- Spark for Big Data
- Appendix A: Strengthen Your Python Foundations
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Python for Experimental Psychologists: A fun way of learning how to code your experiments and analyses
by Dalmaijer, Edwin S., Hirst, Rebecca J., Peirce, Jonathan W.
English | 2024 | ISBN: 1032000457 | 201 pages | True PDF EPUB | 10.12 MB
Python for Experimental Psychologists equips researchers who have no prior programming experience with the essential knowledge to independently script experiments and analyses in the programming language Python. This book offers an excellent introduction, whether you are an undergraduate, a PhD candidate, or an established researcher.
This updated edition is on Python 3 (the most current version). It starts by teaching the fundamentals of programming in Python and then offers several chapters on scripting experiments (displaying stimuli, obtaining and logging user input, precision timing, etc.) using the popular PsychoPy package. The remainder of the book is dedicated to data analysis and includes chapters on reading/writing to text files, time series, eye tracking, data visualisation, and statistics.
Access to a companion website enriches the learning experience with colour figures, example stimuli, datasets, scripts, and a portable Windows installation of Python. This book assumes no prior knowledge, and its informal and accessible tone helps readers with backgrounds in experimental psychology and cognitive neuroscience to quickly understand Python. It serves as a useful resource not only for researchers in these fields but also for lecturers instructing on methodology and data analysis.
Python for Experimental Psychologists demystifies programming complexities and empowers researchers to proficiently conduct experiments and analyse their results.
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Pädagogik im Umbruch: Kontinuität und Wandel in den neuen Bundesländern By Martina Löw, Dorothee Meister, Uwe Sander (auth.), Martina Löw, Dorothee Meister, Uwe Sander (eds.)
1995 | 252 Pages | ISBN: 381001401X | PDF | 9 MB
Martina Löw, Dorothee Meister, Uwe Sander Pädagogik zwischen Kontinuität und Wandel Dieser Sammelband greift mit seinem Titel die alltagssprachliche Metapher des 'Umbruchs' auf, mit der für die neuen Bundesländer seit 1990 in vielen gesellschaftlichen Bereichen eine normative Zielvorgabe gesellschaftlicher Veränderungen verbunden ist: der Wechsel ehemaliger DDR-Verhältnisse in bundesrepublikanische Verhältnisse. Erwartet und im Wort des 'Umbruchs' verankert wird ein radikaler Wechsel aller gesellschaftlichen Verhältnisse -und zwar kein langsamer, ausgehandelter Prozeß einer beid seitiger Annäherung, sondern eine einseitige Anpassung. Für sensible ge sellschaftliche Bereiche, zu denen die Pädagogik als Theorie und Praxis der Bildung, Qualifikation und Erziehung gehört, gilt dieser Anspruch beson ders. Mehr oder minder ausdrücklich werden pädagogische Felder als Ob jekt und als Medium des 'Umbruchs' behandelt. An die systematische Bil dung und Erziehung werden in besonderer Art ideologische und inhaltliche Umorientierungen herangetragen: Zum einen muß eine DDR-Pädagogik in eine BRD-Pädagogik transformiert werden, und zum anderen bekommt diese neue BRD-Pädagogik die Aufgabe, Umbruchprozesse in anderen ge sellschaftlichen Bereichen (im Bereich der Arbeit, der Freizeit und des So zialen) zu befördern und zu unterstützen. Und tatsächlich setzt nach 1990 in den neuen Bundesländern ein rasanter Prozeß der gesellschaftlichen Veränderung ein, dessen Ausmaß gewohnte Vorstellungen sozialer Dynamik bei weitem übertrifft. In kürzester Zeit än dern sich die politischen, rechtlichen und wirtschaftlichen Rahmenbedin gungen. Rechtliche Grundlagen, Organisationen und institutionelle Struktu ren werden ausgetauscht.
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Quantum Machine Learning
by S. Karthikeyan, M. Akila, D. Sumathi, T. Poongodi
English | 2025 | ISBN: 1032544716 | 300 pages | True PDF EPUB | 25.62 MB
This book presents the research into and application of machine learning in quantum computation, known as quantum machine learning (QML). It presents a comparison of quantum machine learning, classical machine learning, and traditional programming, along with the usage of quantum computing, toward improving traditional machine learning algorithms through case studies.
In summary, the book:
Covers the core and fundamental aspects of statistics, quantum learning, and quantum machines.
Discusses the basics of machine learning, regression, supervised and unsupervised machine learning algorithms, and artificial neural networks.
Elaborates upon quantum machine learning models, quantum machine learning approaches and quantum classification, and boosting.
Introduces quantum evaluation models, deep quantum learning, ensembles, and QBoost.
Presents case studies to demonstrate the efficiency of quantum mechanics in industrial aspects.
This reference text is primarily written for scholars and researchers working in the fields of computer science and engineering, information technology, electrical engineering, and electronics and communication engineering.
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Quick Hits in Emergency Medicine By Brandon Allen, Latha Ganti, Bobby Desai (auth.)
2013 | 133 Pages | ISBN: 1461470366 | PDF | 2 MB
For important information you need to know, but can't remember, turn to QUICK HITS IN EMERGENCY MEDICINE. This practical, short compendium contains the key decision-rules, clinical values, mnemonics, and dosages that you need at your finger tips in the ED. It covers everything from acute coronary syndrome and ACLS, to electrolyte equations and hyperkalemia, to ventilator settings by disease to Wellen's syndrome. Information on each topic is limited to a single page and presented in easily digested formats such as tables, algorithms, bulleted lists, and clinical illustrations.
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Radical Islam is a global threat to world democracy, security and civilization by Samuel Greenberg
English | July 17, 2024 | ISBN: N/A | ASIN: B0D9NGSP2L | 277 pages | EPUB | 0.95 Mb
What is inside the book?
This book examines a complex phenomenon of modern international life - Islamism. Before us, as eyewitnesses, there is a dynamic change in the historical stages of its development in the Middle East. Various pictures of atrocities by "consistent messianic Islamist movements" are emerging. The book reveals the reasons for the Islamist threat - the lack of self-organization skills among the Arabs. We are talking about the confrontation between Shiites and Sunnis, Christianity and radical Islam, Israel and the Arabs, the United States and terrorists, democracy and Eastern despotism, democracy and Islamism, East and West. The book covers two macro-regions - the Greater Middle East (Israel, Palestine, Iraq, Iran, Syria, Afghanistan and Libya) and Europe. It is filled with events, biographies, memories, witty dialogues and sayings. Examples show how, in the age of the Internet, religious Islamist medieval sermons resonate in the minds and hearts of young people who are hunted... The future of the world democracy, security and civilization is in danger.
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Ranis and the Raj: The Pen and the Sword by Queeny Pradhan
English | February 15, 2023 | ISBN: 0670091030 | 304 pages | PDF | 3.51 Mb
Traditionally, history has been telling us the stories of kings. In the long tradition of history writing, his-story has always dominated over her-story. Though queens evoke a sense of romance and their stories are told like fairy tales, it is common enough to find that these stories end in tragedy. In India's history, not all queens are remembered today. Some are celebrated; while others have been almost ignored by historians.
In Ranis and the Raj, Queeny Pradhan has selected six queens. All the six queens are fromthe nineteenth century and have faced the British Raj, the East India Company and the Crown. From the Rani of Sirmur, who was the earliest to deal with theBritish authorities, to Rani Chennamma, Rani Jindan, Begum Zeenat Mahal, Rani Lakshmi Bai, to the Sikkim Queen from the 1860s to 1890s, Pradhan has attempted to carve an engrossing historical narrative for each of these important figures in Indian history. Unlike the biographical convention in traditional history writing, theresearch in this book can be placed in the realm of 'microhistory'. The life stories of these queens are fragmented due to the 'silences' and 'invisibilization' in political history of the time, and this book aims to fill these gaps.
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Raspberry Pi für Kids: Programmieren lernen und experimentieren mit Elektronik, Scratch und Python
Deutsch | 2024 | ISBN: 3747508359 | 336 Pages | EPUB | 15 MB
Du lernst, wie du deinen Raspberry Pi zum Laufen bringst, Software installierst und sogar deine eigenen Spiele programmierst! Außerdem gibt es jede Menge spannende Projekte mit Sensoren und anderen Gadgets. Dafür eignet sich selbst das günstige Modell Raspberry Pi Zero. Mit dabei ist auch eine Liste der benötigten Hardware inklusive Sensoren.
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