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Python Data Cleaning and Preparation Best Practices: A practical guide to organizing and handling data from various sources and formats using Python by Maria Zervou
English | September 27, 2024 | ISBN: 1837634742 | 456 pages | PDF | 9.84 Mb
Take your data preparation skills to the next level by converting any type of data asset into a structured, formatted, and readily usable dataset

Key FeaturesMaximize the value of your data through effective data cleaning methodsEnhance your data skills using strategies for handling structured and unstructured dataElevate the quality of your data products by testing and validating your data pipelinesPurchase of the print or Kindle book includes a free PDF eBookBook Description
Professionals face several challenges in effectively leveraging data in today's data-driven world. One of the main challenges is the low quality of data products, often caused by inaccurate, incomplete, or inconsistent data. Another significant challenge is the lack of skills among data professionals to analyze unstructured data, leading to valuable insights being missed that are difficult or impossible to obtain from structured data alone.
To help you tackle these challenges, this book will take you on a journey through the upstream data pipeline, which includes the ingestion of data from various sources, the validation and profiling of data for high-quality end tables, and writing data to different sinks. You'll focus on structured data by performing essential tasks, such as cleaning and encoding datasets and handling missing values and outliers, before learning how to manipulate unstructured data with simple techniques. You'll also be introduced to a variety of natural language processing techniques, from tokenization to vector models, as well as techniques to structure images, videos, and audio.
By the end of this book, you'll be proficient in data cleaning and preparation techniques for both structured and unstructured data.
What you will learnIngest data from different sources and write it to the required sinksProfile and validate data pipelines for better quality controlGet up to speed with grouping, merging, and joining structured dataHandle missing values and outliers in structured datasetsImplement techniques to manipulate and transform time series dataApply structure to text, image, voice, and other unstructured dataWho this book is for
Whether you're a data analyst, data engineer, data scientist, or a data professional responsible for data preparation and cleaning, this book is for you. Working knowledge of Python programming is needed to get the most out of this book.
Table of ContentsData Ingestion TechniquesImportance of Data QualityData Profiling - Understanding Data Structure, Quality, and DistributionCleaning Messy Data and Data ManipulationData Transformation - Merging and ConcatenatingData Grouping, Aggregation, Filtering, and Applying FunctionsData SinksDetecting and Handling Missing Values and OutliersNormalization and StandardizationHandling Categorical FeaturesConsuming Time Series DataText Preprocessing in the Era of LLMsImage and Audio Preprocessing with LLMs

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Python Graphics: Unleashing Creativity with Code
English | 2025 | ASIN : B0F14ZGWLD | 373 Pages | EPUB | 36 MB
Python Graphics is a comprehensive guide to image processing and drawing using Python's most powerful libraries. It covers Pillow for image creation, enhancement, and transformation, OpenCV for advanced image processing techniques such as filtering and edge detection, ImageIO for efficient image file handling, and Turtle for interactive and creative drawings. With step-by-step examples, this book provides the knowledge needed to manipulate images, apply effects, and generate custom graphics using Python.

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Python Machine Learning By Example: Unlock machine learning best practices with real-world use cases by Yuxi (Hayden) Liu
English | July 31, 2024 | ISBN: 1835085628 | 518 pages | PDF | 31 Mb
Author Yuxi (Hayden) Liu teaches machine learning from the fundamentals to building NLP transformers and multimodal models with best practice tips and real-world examples using PyTorch, TensorFlow, scikit-learn, and pandas

Key FeaturesDiscover new and updated content on NLP transformers, PyTorch, and computer vision modelingIncludes a dedicated chapter on best practices and additional best practice tips throughout the book to improve your ML solutionsImplement ML models, such as neural networks and linear and logistic regression, from scratchPurchase of the print or Kindle book includes a free PDF copyBook Description
The fourth edition of Python Machine Learning By Example is a comprehensive guide for beginners and experienced machine learning practitioners who want to learn more advanced techniques, such as multimodal modeling. Written by experienced machine learning author and ex-Google machine learning engineer Yuxi (Hayden) Liu, this edition emphasizes best practices, providing invaluable insights for machine learning engineers, data scientists, and analysts.
Explore advanced techniques, including two new chapters on natural language processing transformers with BERT and GPT, and multimodal computer vision models with PyTorch and Hugging Face. You'll learn key modeling techniques using practical examples, such as predicting stock prices and creating an image search engine.
This hands-on machine learning book navigates through complex challenges, bridging the gap between theoretical understanding and practical application. Elevate your machine learning and deep learning expertise, tackle intricate problems, and unlock the potential of advanced techniques in machine learning with this authoritative guide.
What you will learnFollow machine learning best practices throughout data preparation and model developmentBuild and improve image classifiers using convolutional neural networks (CNNs) and transfer learningDevelop and fine-tune neural networks using TensorFlow and PyTorchAnalyze sequence data and make predictions using recurrent neural networks (RNNs), transformers, and CLIPBuild classifiers using support vector machines (SVMs) and boost performance with PCAAvoid overfitting using regularization, feature selection, and moreWho this book is for
This expanded fourth edition is ideal for data scientists, ML engineers, analysts, and students with Python programming knowledge. The real-world examples, best practices, and code prepare anyone undertaking their first serious ML project.
Table of ContentsGetting Started with Machine Learning and PythonBuilding a Movie Recommendation EnginePredicting Online Ad Click-Through with Tree-Based AlgorithmsPredicting Online Ad Click-Through with Logistic RegressionPredicting Stock Prices with Regression AlgorithmsPredicting Stock Prices with Artificial Neural NetworksMining the 20 Newsgroups Dataset with Text Analysis TechniquesDiscovering Underlying Topics in the Newsgroups Dataset with Clustering and Topic ModelingRecognizing Faces with Support Vector MachineMachine Learning Best PracticesCategorizing Images of Clothing with Convolutional Neural NetworksMaking Predictions with Sequences Using Recurrent Neural NetworksAdvancing Language Understanding and Generation with Transformer ModelsBuilding An Image Search Engine Using Multimodal ModelsMaking Decisions in Complex Environments with Reinforcement Learning

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Quantum Computing in Insurance: The Future of Risk Management and Innovation by Yeshwanth (Yaswanth) Vepachadu, Yeshwanth Vepachadu
English | September 29, 2024 | ISBN: N/A | ASIN: B0DJ99J6GP | 154 pages | EPUB | 0.72 Mb
Quantum Computing in Insurance - The Future of Risk Management and Innovation

Unlock the transformative potential of quantum computing in the insurance industry with "Quantum Computing in Insurance: The Future of Risk Management and Innovation." This comprehensive guide explores how quantum technologies are revolutionizing risk management, underwriting, fraud detection, and claims processing. Written by industry expert Yeshwanth Vepachadu, who holds a postgraduate degree in Actuarial Sciences and boasts over 13 years of experience in InsurTech, this book takes readers through cutting-edge advancements poised to reshape the future of insurance.
Through real-world case studies and speculative insights, you'll learn how quantum algorithms are enabling insurers to process vast datasets, offer personalized insurance products, and better predict risks in areas like climate change, cybersecurity, and healthcare. This book provides valuable insights for insurance professionals, startups, and venture capitalists looking to stay ahead in a rapidly evolving market.
Key features:Learn how quantum computing is revolutionizing risk modeling and data analytics in insurance.Understand the impact of quantum technology on cyber insurance, health insurance, and catastrophe modeling.Discover practical applications with detailed case studies from leading global insurers.Explore futuristic innovations like parametric insurance, personalized policies, and real-time claims adjustments.Gain valuable knowledge about how quantum technology is shaping the future of InsurTech.Whether you're an insurance professional looking to innovate, a tech enthusiast curious about quantum technology, or a business leader preparing for the future of financial services, this book is your gateway to understanding how quantum computing will change the insurance landscape.

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Quantum Dots Based Nanocomposites: Design, Fabrication and Emerging Applications (Engineering Materials) by Sabu Thomas, Poushali Das, Sayan Ganguly
English | June 2, 2024 | ISBN: 3031547780 | 494 pages | MOBI | 22 Mb
This book covers the recent advancements in quantum research and nanotechnology. The chapters investigate the synthesis, design, and applications of quantum dots in nanocomposites, presenting a comprehensive exploration of their principles, manufacturing processes, and diverse applications in electronics, photonics, energy, medicine, and beyond. With a focus on both theoretical foundations and practical insights derived from recent research, the book delves into the distinctive quantum mechanical characteristics of quantum dots, diverse fabrication methods, and the various possibilities emerging from their combination with various matrices. This book offers a captivating blend of theoretical knowledge and practical observations.

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Radongeschütztes Bauen: Grundlagen und Lösungen im Neubau sowie in der Sanierung
Deutsch | 2025 | ISBN: 3658381140 | 340 Pages | PDF (True) | 19 MB
Das Thema des radonsicheren Bauens und Sanierens ist spätestens mit dem 2017 beschlossenen und 2018 in Kraft getretenen neuen deutschen Strahlenschutzgesetz im Bauen angekommen. Der Schutz vor erhöhter Radonkonzentration in der Raumluft ist aber schon seit geraumer Zeit ein wichtiges Thema, da die gesundheitlichen Gefährdungen, die durch eine hohe Radonkonzentration in der Raumluft entstehen, seit vielen Jahren bekannt und sehr gut dokumentiert sind.

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React: Cross-Platform Application Development with React Native: Build 4 real-world apps with React Native
by Emilio Rodriguez Martinez
English | 2018 | ISBN: 9781789136081 | 182 Pages | PDF EPUB (True) | 6 MB

Harness the power of React Native to build 4 real-world apps
Key Features
* Build quirky and fun projects from scratch and become efficient with React Native
* Learn to build professional Android and iOS applications using your existing JavaScript knowledge
* Use isomorphic principles to build mobile apps that offer a native user experience
* Embedded with assessments that will help you revise the concepts you have learned in this course

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React Router Quick Start Guide: Routing in React applications made easy
English | 2018 | ISBN: 9781789532555 | 158 Pages | PDF EPUB (True) | 9 MB
The book starts with an introduction to React Router and teaches you how to create your first route using the React component. You will then learn about configuring your routes, passing parameters, and creating nested routes. You will be introduced to various components in React-Router and learn different configuration options available for these components. You will then see how to use the Redirect and Switch components. For even greater flexibility, you will learn about BrowserRouter, HashRouter, NativeRouter, and StaticRouter.

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Min Wild, "Reading Christopher Smart in the Twenty-first Century: "By Succession of Delight" "
English | ISBN: 1611485193 | 2013 | 274 pages | EPUB | 2 MB
Front Flap:

Poet, essayist, actor, hymn-writer, wit, magazine editor, transvestite stage performer: Christopher Smart, Georgian don-turned-writer, was all of these. He was, and remains, a mercurial individual, an idiosyncratic yet strangely familiar writer of spiritual heights and material depths. His paradoxical exuberance fascinates scholars of eighteenth-century culture, and this collection of essays, a snapshot of current scholarship from both new and established Smart scholars, offers, among others, literary, theological, dramatic and philosophical perspectives on his writing. Here are new ways of reading familiar Smart works - including the astonishing, devout poem of his incarceration, Jubilate Agno - and unfamiliar ones, such as his translations and writing for children. Unexpected readers of Smart, from Coleridge to a testy anonymous annotator, are examined, and Smart's sacred translations and profane stage presence each find a place. Tom Keymer's re-evaluating afterword finds the quality of "betweenness" in Smart's work: between eras, between genres, between forms, Smart's vitality demands reassessment for each new generation of readers.
Contributors: Karina Williamson, Min Wild, Rosalind Powell, Fraser Easton, Clement Hawes, William E. Levine, Noel Chevalier, Lori A. Branch, Daniel J. Ennis, Chris Mounsey, Debbie Welham, Tom Keymer.
Back Flap:
The editors
Min Wild's monograph Christopher Smartand Satire on Smart's Midwife, was published in 2008, and various articles and reviews of a Smartian bent have followed. Her interest in that eighteenth-century favorite, the literary mode of prosopopoeia, has led her to investigate the personification of words, texts and literary modes themselves. She
lectures in eighteenth-century literature and theory at Plymouth University, UK, and reviews in the Times Literary Supplement and elsewhere.
Noel Chevalier is Associate Professor of English at Luther College, University of Regina, Canada. He has published articles on Jubilate Agno and on Smart's challenge to "legitimate" playhouses in Mrs. Midnight'sOratory. Although his specialty lies in the eighteenth century, his teaching and research cover a diverse range of topics, from literary responses to the Bible, to the roots of globalization, to literary representations of science and scientists. He has helped create two interdisciplinary programs at Luther: one which addresses literature for students in the sciences, and one which explores the philosophical, political, economic, and cultural contexts of globalization.
Jacket illustration: "Amaryllis sarniensis or Guernsey Amaryllis," from William Curtis, The Botanical Magazine; or, Flower-GardenDisplayed, Vol. IX. No. 294. London, 1795.
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Kostas Myrsiades, "Reading Homer's Iliad"
English | ISBN: 1684484480 | 2022 | 476 pages | PDF | 2 MB
We still read Homer's epic the Iliad two-and-one-half millennia since its emergence for the questions it poses and the answers it provides for our age, as viable today as they were in Homer's own times. What is worth dying for? What is the meaning of honor and fame? What are the consequences of intense emotion and violence? What does recognition of one's mortality teach? We also turn to Homer's Iliad in the twenty-first century for the poet's preoccupation with the essence of human life. His emphasis on human understanding of mortality, his celebration of the human mind, and his focus on human striving after consciousness and identity has led audiences to this epic generation after generation. This study is a book-by-book commentary on the epic's 24 parts, meant to inform students new to the work. Endnotes clarify and elaborate on myths that Homer leaves unfinished, explain terms and phrases, and provide background information. The volume concludes with a general bibliography of work on the

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Real Estate Investment 2024: The Ultimate Blueprint to Financial Freedom with Simple Steps: A Complete and Simplified Beginner's Guide to Asset Protection ... Business, and Science Collection) by Maxwell M. Ethan
English | September 30, 2024 | ISBN: N/A | ASIN: B0DJCCH7QN | 462 pages | EPUB | 6.54 Mb
The Ultimate Beginner's Guide to Real Estate Investing in 2024

Learn why "real estate investments" are so popular with over 1 million readers worldwide.
Do you want to learn how to generate passive income, establish long-term wealth, and attain financial independence via real estate investing?
Everything You Need to Know About Real Estate Investing in One Comprehensive, Easy-to-Understand Guide is in this book.
Have you attended real estate' seminars' with self-proclaimed 'gurus' only to leave with a hole in your wallet and no idea how to get started in real estate investing?
If so, "Real Estate Investment 2024" is the most thorough, practical, and beginner-friendly real estate investment book ever written.
Real estate investments, often regarded as the most important source of long-term wealth in today's economy, may be begun with much less money, effort, and experience than most people believe.
Written by a real estate investing expert, instructor, broker, and consultant, I am also a creative entrepreneur and an experienced business strategist.
In Real Estate Investment 2024, real estate broker and consultant "Maxwell M. Ethan" outlines a simple method for new investors to start building a real estate empire.
Maxwell M. Ethan understands what new investors need to do correctly, what they should avoid, and how to protect themselves from risk while entering the real estate market on their own terms.
Ethan's straightforward and informal writing style makes the often-complex world of real estate investment much more accessible and understandable.
"Real Estate Investment 2024" demonstrates that anybody can get started if they are equipped with the information in this book.
Real Estate Investment 2024 is ideal for:Newcomers to real estate investing seeking long-term wealth;Experienced investors seeking to diversify their portfolios;Those who have previously struggled with complex books or costly real estate programs.Real Estate Investment 2024 focuses on generating passive income via rental properties as well as producing long-term profits through commercial real estate investment. Learn how to accomplish high-profile real estate wholesale transactions with little investment. Also, learn how to rapidly expand your income portfolio via multifamily buildings. How do you get 100% hands-off income streams from indirect real estate assets like REITs?
You'll easily understand these important concepts with "Real Estate Investment 2024":
In this book you will learn how to findrofitable deals, structure them effectively, and avoid losses.Understanding Residential, Commercial, and Raw Land Real Estate Markets and Choosing the Right One for You.Funding growth investments with leverage, smart financing, and low capital.How to Buy and Manage Your First Commercial DealHow to Get Started as an Inexperienced Deal Manager and SponsorCommon Mistakes When Developing Commercial PropertyHow to Purchase Vacation Homes and Residential Income PropertyWays to Add Value Before Selling Your PropertyHow to Become a Developer Without ExperienceHow to Know the Best Time to Sell Your Commercial PropertyHow to bypass tax payments in real estate investmentsHow you can be protecting your investment for the long termHow to Operate and Maintain Your Property for Maximum ReturnsThe Benefits of Investing in Real Estate for Wealth CreationThere are many more.

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Red Scare: Blacklists, McCarthyism, and the Making of Modern America by Clay Risen
English | March 18th, 2025 | ISBN: 1982141808 | 480 pages | True EPUB | 33.91 MB
As relevant as it is comprehensive, Red Scare tells the story of McCarthyism and the Red Scare-based in part on newly declassified sources-by an award-winning writer of history and New York Times reporter.

The film Oppenheimer has awakened interest in this vital period of American history. Now, for the first time in a generation, Red Scare presents a narrative history of the anti-Communist witch hunt that gripped America in the decade following World War II. The cultural phenomenon, most often referred to as McCarthyism, was an outgrowth of the conflict between social conservatives and New Deal progressives, coupled with the terrifying onset of the Cold War. This defining moment in American history, unlike any that preceded it, was marked by an unprecedented degree of political hysteria. Drawing upon newly declassified documents, journalist Clay Risen recounts how politicians like Joseph McCarthy, with the help of an extended network of other government officials and organizations, systematically ruined thousands of lives in their deluded pursuit of alleged Communist conspiracies.
Beginning with the origins of the era after WWI through to its conclusion in 1957, Risen brings to life the politics, patriotism, opportunism, courage, and delirium of those years through the lives and experiences of a cast of towering historical figures, including President Eisenhower, Roy Cohn, Paul Robeson, Robert Oppenheimer, Helen Gahagan Douglas, Richard Nixon, and many more individuals known and unknown. Red Scare takes us beyond the familiar story of McCarthyism and the Hollywood blacklists to a fuller understanding of what the country went through at a time of moral questioning and perceived threat from the left, and what we were capable of doing to each other as a result.
An urgent, accessible, and important history, Red Scare reveals an all-too-familiar pattern of illiberal conspiracy-mongering and political and cultural backlash that speaks directly to the antagonism and divisiveness of our contemporary moment.

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Refactoring with C++: Explore modern ways of developing maintainable and efficient applications by Dmitry Danilov
English | July 19, 2024 | ISBN: 1837633770 | 368 pages | PDF | 19 Mb
Improve readability and understandability of code using C++ best practices

Key Features:
- Enrich your coding skills using features from the modern C++ standard and industry approved libraries
- Implement refactoring techniques and SOLID principles in C++
- Apply automated tools to improve your code quality
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description:
Despite the prevalence of higher-level languages, C++ is still running the world, from bare-metal embedded systems to distributed cloud-native systems. C++ is on the frontline whenever there is a need for a performance-sensitive tool supporting complex data structures. The language has been actively evolving for the last two decades.
This book is a comprehensive guide that shows you how to implement SOLID principles and refactor legacy code using the modern features and approaches of C++, the standard library, Boost library collection, and Guidelines Support Library by Microsoft. The book begins by describing the essential elements of writing clean code and discussing object-oriented programming in C++. You'll explore the design principles of software testing with examples of using popular unit testing frameworks such as Google Test. The book also guides you through applying automated tools for static and dynamic code analysis using Clang Tools.
By the end of this book, you'll be proficient in applying industry-approved coding practices to design clean, sustainable, and readable real-world C++ code.
What You Will Learn:
- Leverage the rich type system of C++ to write safe and elegant code
- Create advanced object-oriented designs using the unique features of C++
- Minimize code duplication by using metaprogramming
- Refactor code safely with the help of unit tests
- Ensure code conventions and format with clang-format
- Facilitate the usage of modern features automatically with clang-tidy
- Catch complex bugs such as memory leakage and data races with Clang AddressSanitizer and ThreadSanitizer
Who this book is for:
This book will benefit experienced C++ programmers the most, but is also suitable for technical leaders, software architects, and senior software engineers who want to save on costs and improve software development process efficiency by using modern C++ features and automated tools.
Table of Contents
- Coding Standards in C++
- Main Software Development Principles
- Causes of Bad Code
- Good Candidates for Rewriting - Patterns and Anti-Patterns
- The Significance of Naming
- Utilizing a Rich Static Type System in C++
- Classes, Objects, and OOP in C++
- Designing and Developing APIs in C++
- Code Formatting and Naming Conventions
- Introduction to Static Analysis in C++
- Dynamic Analysis
- Testing
- Modern Approach to Managing Third Parties
- Version Control
- Code Review

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Reform, Representation and Theology in Nicholas of Cusa and His Age By H. Lawrence Bond; Gerald Christianson
2023 | 227 Pages | ISBN: 1409429601 | EPUB | 1 MB
While most works on Nicholas of Cusa concentrate either on his early career as author of the monumental 'Catholic Concordance' or on his later career as writer of remarkable philosophical/theological works such as 'On Learned Ignorance' and 'The Vision of God', the essays included here attempt to address the whole Cusanus, sharing common contexts, issues and themes. Following chapters on the legacy of conciliarism and ecumenicity, the story begins with the Council of Basel for which Cusanus wrote 'The Catholic Concordance', but from which he broke away, raising issues of private conscience as well as the balance between papal authority and representative councils in the pursuit of reform. The story then turns to the 'matrix' between Constantinople and a new council in Ferrara when Cusanus received a ship-board gift from the 'Father of Lights' and began to write his great philosophical/theological treatises. When taken together the essays in this book not only form a cohesive whole, they also enlighten aspects often left in the shade, such as the enigmatic aspects of Cusanus' participation in the council, and his mystical theology that reveals a man of faith in search of certainty beyond the well-trod paths of philosophical reflection.

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[booksz]

Reformed Social Ethics: Perspectives on Society, Culture, State, Church, and the Kingdom of God (Reformed Ethics) by Herman Bavinck, edited by John Bolt
English | March 18, 2025 | ISBN: 154096812X, 9781493449286 | True EPUB | 240 pages | 6.3 MB
In the process of translating Herman Bavinck's Reformed Ethics, John Bolt and his editorial colleagues discovered that the social ethics portion was unfinished. The first section will now be published as Reformed Ethics, vol. 3. The other five sections were outlined by Bavinck, but not completed. Following Bavinck's outline, John Bolt has reconstructed those last five sections on the basis of his extensive knowledge of Bavinck's work, culling Bavinck's other writings, in both Dutch and English, to summarize his teachings.

This companion to Reformed Ethics offers readers Bavinck's main convictions and perspectives on critical topics of social ethics: society, art, scholarship, education, the state, the church, humanity, and the kingdom of God.

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