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PySDL2 Development Essentials
English | 2025 | BIN: 6610000930180 | 282 pages | EPUB (True) | 3.18 MB
"PySDL2 Development Essentials"
"PySDL2 Development Essentials" is the definitive guide for developers seeking mastery over multimedia application development using the PySDL2 library in Python. Meticulously structured, this book dissects the core architecture of PySDL2, revealing how it leverages native C libraries via Python's ctypes for seamless performance, modularity, and cross-platform flexibility. With in-depth explorations of initialization patterns, compatibility strategies across operating systems, and optimal deployment pipelines, readers gain a rigorous foundation for building robust, scalable projects.
The book moves far beyond surface-level tutorials, delving into advanced rendering techniques, surface and texture management, real-time audio processing, and sophisticated input systems-including touch, gesture, and controller haptics. Readers receive expert guidance on harnessing hardware acceleration, synchronizing audio-video streams, engineering internationalized text rendering, and architecting responsive, low-latency game loops. Rich coverage of resource management ensures high-performance asset handling, hot reloading, and pipeline automation for professional software delivery.
Comprehensive chapters on diagnostics, automated testing, profiling, and debugging empower developers to sustain quality and performance across complex multimedia applications. "PySDL2 Development Essentials" also anticipates the future: it details hybrid native/Python workflows, graphics API interoperability, mobile and web deployment, plugin architectures, and community-driven extensions. Whether you're crafting indie games, interactive UIs, or scientific visualizations, this volume equips you with actionable patterns and forward-looking insights to fully harness the PySDL2 ecosystem.
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Python Natural Language Processing Cookbook: Over 60 recipes for building powerful NLP solutions using Python and LLM libraries
English | 2024 | ASIN: B0DFCDPZGK | 456 pages | EPUB (True) | 8.46 MB
Updated to include three new chapters on transformers, natural language understanding (NLU) with explainable AI, and dabbling with popular LLMs from Hugging Face and OpenAI
Key Features
Leverage ready-to-use recipes with the latest LLMs, including Mistral, Llama, and OpenAI models
Use LLM-powered agents for custom tasks and real-world interactions
Gain practical, in-depth knowledge of transformers and their role in implementing various NLP tasks with open-source and advanced LLMs
Purchase of the print or Kindle book includes a free PDF eBook
Book Description
Harness the power of Natural Language Processing (NLP) to overcome real-world text analysis challenges with this recipe-based roadmap written by two seasoned NLP experts with vast experience transforming various industries with their NLP prowess.
You'll be able to make the most of the latest NLP advancements, including large language models (LLMs), and leverage their capabilities through Hugging Face transformers. Through a series of hands-on recipes, you'll master essential techniques such as extracting entities and visualizing text data. The authors will expertly guide you through building pipelines for sentiment analysis, topic modeling, and question-answering using popular libraries like spaCy, Gensim, and NLTK. You'll also learn to implement RAG pipelines to draw out precise answers from a text corpus using LLMs.
This second edition expands your skillset with new chapters on cutting-edge LLMs like GPT-4, Natural Language Understanding (NLU), and Explainable AI (XAI)-fostering trust in your NLP models.
By the end of this book, you'll be equipped with the skills to apply advanced text processing techniques, use pre-trained transformer models, build custom NLP pipelines to extract valuable insights from text data to drive informed decision-making.
What you will learn
Understand fundamental NLP concepts along with their applications using examples in Python
Classify text quickly and accurately with rule-based and supervised methods
Train NER models and perform sentiment analysis to identify entities and emotions in text
Explore topic modeling and text visualization to reveal themes and relationships within text
Leverage Hugging Face and OpenAI LLMs to perform advanced NLP tasks
Use question-answering techniques to handle both open and closed domains
Apply XAI techniques to better understand your model predictions
Who this book is for
This updated edition of the Python Natural Language Processing Cookbook is for data scientists, machine learning engineers, and developers with a background in Python. Whether you're looking to learn NLP techniques, extract valuable insights from textual data, or create foundational applications, this book will equip you with basic to intermediate skills. No prior NLP knowledge is necessary to get started. All you need is familiarity with basic programming principles. For seasoned developers, the updated sections offer the latest on transformers, explainable AI, and Generative AI with LLMs.
Table of Contents
Learning NLP Basics
Playing with Grammar
Representing Text - Capturing Semantics
Classifying Texts
Getting Started with Information Extraction
Topic Modeling
Visualizing Text Data
Transformers and Their Applications
Natural Language Understanding
Generative AI and Large Language Models
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Python Programming : Automation & Scripting , BeautifulSoup, Selenium, PyAutoGUI, Click & argparse
English | 2025 | ISBN: 9798230607663 | 1354 pages | True EPUB | 6.73 MB
Unlock the power of Python automation with Python Programming: Automation & Scripting. This concise guide covers essential tools and libraries like BeautifulSoup for web scraping, Selenium for browser automation, PyAutoGUI for desktop GUI control, and Click & argparse for building command-line interfaces. Perfect for developers, testers, and tech enthusiasts, this book provides practical examples and clear instructions to help you automate repetitive tasks, streamline workflows, and build efficient Python scripts that save time and boost productivity.
In an age where efficiency, precision, and automation shape the core of modern software development, Python has emerged as one of the most powerful and versatile tools in the programmer's toolkit. Whether you're automating tedious GUI tasks, scraping the web for data, or building robust command-line tools, Python provides the libraries and frameworks that make these tasks not only possible-but elegant and efficient.
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Python Web Applications with Flask: Hand-on your Flask skills with advanced techniques and build dynamic web applications
English | 2024 | ASIN: B0D743L36W | 473 pages | PDF | 10.84 MB
Python also has a large and supportive community with many online resources and documentation. Many tutorials, forums, and videos can help beginners get started with Python programming.
Here what you'll learn after downloading this book:
✓Introduction to Web development using Flask
✓Flask Setup & Installation
✓Creating first simple application
✓Run a Flask Application
✓Flask App Routing
✓Flask - HTTP Method
✓Flask - Variable Rule
✓Redirecting to URL in Flask
✓Python Flask - Redirect and Errors
✓Change Port in Flask app
✓Changing Host IP Address in Flask
✓Serve Templates and Static Files in Flask
✓Flask Rendering Templates
✓CSRF Protection in Flask
✓Templating With Jinja2 in Flask
✓Placeholders in jinja2 Template
✓Serve static files in Flask
✓Uploading and Downloading Files in Flask
✓Upload File in Python-Flask
✓Upload Multiple files with Flask
✓Flask - Message Flashing
✓Create Contact Us using WTForms in Flask
✓Sending Emails Using API in Flask-Mail
✓User Registration, Login, and Logout in Flask
✓Password Hashing with Bcrypt in Flask
✓Use Flask-Session in Python Flask
✓Using JWT for user authentication in Flask
✓Return a JSON response from a Flask API
✓Define and Access the Database in Flask
And more...
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Python Workout, Second Edition (MEAP V03)
English | 2025 | ISBN: 9781633435353 | 291 pages | PDF,EPUB | 7.36 MB
Practice makes perfect Python!
The only way to master a skill is practice, practice, practice. That's exactly what you'll do in Python Workout, Second Edition! In this instantly-valuable book you'll work through 50 carefully selected exercises that flex your programming muscles. This revised new edition covers the latest version of Python and adds updated content and diagrams.
In Python Workout, Second Edition you'll find 50 exercises, including:
Working with text using strings
Mastering dictionaries and sets
Reading, writing, and manipulating files
Functional programming with comprehensions
Python modules and packages
Creating iterable objects
To become a champion Python programmer you need to build mental muscle by putting your hands on the keyboard. Each carefully selected exercise in this unique book adds to your Python prowess-one important skill at a time. You'll practice core Python language features and techniques that reinforce the programming patterns you'll use every day and build the skills you need to troubleshoot your programs.
about the book
Python Workout, Second Edition hones your Python chops just like you would in the gym. Repetition of key skills builds muscle memory. New challenges increase your strength. Combining new and old techniques encourages flexibility. Expert Python coach Reuven Lerner guides you through each exercise with a detailed solution designed to give you a deeper fluency and understanding of Python.
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Quantum Physics, Mini Black Holes, and the Multiverse: Debunking Common Misconceptions in Theoretical Physics by Yasunori Nomura
English | PDF,EPUB | 2018 | 210 Pages | ISBN : 3319417088 | 7.07 MB
"Modern physics is rife with provocative and fascinating ideas, from quantum mechanics to the multiverse. But as interesting as these concepts are, they are also easy to understand. This book, written with deft hands by true experts in the field, helps to illuminate some of the most important and game-changing ideas in physics today."
Sean M. Carroll
"The Multiversal book series is equally unique, providing book-length extensions of the lectures with enough additional depth for those who truly want to explore these fields, while also providing the kind of clarity that is appropriate for interested lay people to grasp the general principles involved. "
Lawrence M. Krauss
This book explores, explains and debunks some common misconceptions about quantum physics, particle physics, space-time, and Multiverse cosmology. It seeks to separate science from pseudoscience. The material is presented in layperson-friendly language, followed by additional technical sections which explain basic equations and principles. This feature is very attractive to non-expert readers who nevertheless seek a deeper understanding of the theories, and wish to explore beyond just the basic description. Multiversal Journeys™ is a trademark of Farzad Nekoogar and Multiversal Journeys, a 501 © (3) nonprofit organization.
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Quantum Teleportation Under Noise: Key Technologies and Applications
English | 2025 | ISBN: 3031912497 | 196 Pages | PDF EPUB (True) | 30 MB
This book offers a deep dive into quantum teleportation and immune noise models, providing cutting-edge solutions to challenges in noisy quantum communication systems. It covers advanced theories and practical methods for building robust, high-fidelity quantum channels that ensure secure communication even in noisy environments, making it a vital resource for researchers and professionals in quantum information science. Key topics include quantum teleportation protocols, immune noise models, quantum information splitting, and multi-degree-of-freedom quantum teleportation. By developing a unified framework for high-fidelity quantum channels, the book tackles major issues like "entanglement death," decoherence, and channel capacity limitations. It offers solutions to improve quantum state fidelity, channel performance, and security, enhancing the practicality of quantum teleportation in areas like national defense, finance, and secure communication. The book targets academic researchers, engineers, and professionals in quantum information, cryptography, and secure communications, along with advanced students interested in quantum teleportation in noisy environments.
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Quick workouts real results: No equipment exercise from beginner to advanced. High-Intensity Bodyweight Workouts for Full-Body Toning and Fat Loss (Weight training & resistance workouts) by james atkinson
English | November 1, 2024 | ISBN: N/A | ASIN: B0DKH2DTV8 | 140 pages | EPUB | 2.87 Mb
Quick bodyweight workouts are the most accessible form of exercise for everyone!
If you don't have time for exercise, think again! This workout guide has been written for those who
on't want to spend hours exercising. These workouts are done in minutes!Don't have workout equipment or want to join a gym. You can do this anywhere!Want real fitness results. Weight loss, muscle toning, cardiovascular fitness and mobility. It's all here.Are total beginners or more advanced trainers, there's something here for all.Learn how to use different methods of quick workouts effectively:Standard "sets and reps" workoutsTimed trainingSupersets workoutsChallenging "single exercise workouts"Or plan your own with the information and blank cards providedThis workout book has you covered for all circumstances!
Fitness levels vary drastically between trainers. The pre-planned workout routines in this guide may be an excellent fit for many who decide to make the purchase, and this is great! From here, these routines can be slowly changed over time as you progress.
If the pre-planned routines are not quite suitable from the start, you can follow the guidelines to make the perfect fit for your needs, or even contact the author for extra help! He is always waiting, and enthusiastic to help out where he can!
Training for results and training correctly, along with planning and progression, are all qualities at the heart of this book. So whatever your current fitness level, if you are interested in short, sharp, and practical workouts, you will be able to make great use of this guide. So, let's get started!
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Quickstart To Amazon Aurora: High Performance Managed Relational DB by Tech Quickstart Academy
English | October 21, 2024 | ISBN: N/A | ASIN: B0CXFMLS7V | 174 pages | EPUB | 1.24 Mb
Ready to explore Amazon Aurora and revolutionize your approach to cloud databases? This informative guide offers a high-level overview of Amazon Aurora, focusing on key concepts without the complexities of code samples. Whether you're a database administrator, a developer, or simply a tech enthusiast, this book equips you with the foundation you need to leverage the power of Aurora effectively.Gain a solid understanding of the fundamentals of relational databases and how Aurora fits into the picture.Explore the standout features that make Amazon Aurora a leading choice for high-performance database solutions.Learn the differences between Aurora MySQL and Aurora PostgreSQL to choose the right fit for your projects.Understand best practices in security to protect your data in the cloud.Discover techniques for cost optimization to make the best use of your AWS resources.With these insights and many more, "Quickstart to Amazon Aurora" is the essential resource for anyone looking to dive into the world of cloud-based databases. Elevate your understanding and strategic capabilities with this comprehensive guide to Amazon Aurora.
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Quickstart To Amazon Elasticache: In-Memory Caching Service by Tech Quickstart Academy
English | October 21, 2024 | ISBN: N/A | ASIN: B0D1JRBFHH | 169 pages | EPUB | 1.24 Mb
Looking to unlock the power of caching and enhance the performance of your applications? "Quickstart to Amazon ElastiCache" is your essential guide to understanding the fundamental concepts of this powerful AWS service. This book provides a comprehensive, high-level overview of caching technologies and strategies without overwhelming you with intricate code samples.Explore fundamental caching concepts and their significance in application performance.Dive into the key features of Amazon ElastiCache, including scalability and ease of integration.Understand the differences between Redis and Memcached to make informed decisions for your projects.Learn best practices for effective cache usage and performance optimization strategies.Gain insights into securing your ElastiCache environment and monitoring its performance efficiently.With these enlightening topics and more, "Quickstart to Amazon ElastiCache" serves as an invaluable resource for developers, IT professionals, and anyone interested in mastering caching technologies. Equip yourself with the foundational knowledge to optimize your applications and leverage Amazon ElastiCache to its fullest potential.
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Quickstart To Amazon EMR: Hosted Hadoop Framework by Tech Quickstart Academy
English | October 10, 2024 | ISBN: N/A | ASIN: B0DJWT11KK | 207 pages | EPUB | 1.24 Mb
Are you eager to dive into the world of big data processing with Amazon EMR? "Quickstart to Amazon EMR" is your essential resource for gaining a high-level understanding of key concepts without the complexity of code samples. This book distills the intricate topics surrounding Amazon's managed Hadoop framework, enabling you to grasp the essentials and apply them to real-world scenarios.Explore the architecture of Amazon EMR and how it integrates with other AWS services.Learn how to set up and configure your first EMR cluster tailored to specific use cases.Understand the interaction between Amazon S3 and EMR for effective data storage solutions.Discover how to leverage Apache Spark and Hadoop for efficiently processing large datasets.Gain insights into security best practices and cost management strategies on EMR.With these topics and more, "Quickstart to Amazon EMR" is designed for data scientists, analysts, and tech enthusiasts who wish to gain a solid foundation in Amazon EMR without getting bogged down in programming details. Start your journey into big data with confidence using the insights provided in this informative guide.
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Quickstart to Amazon SageMaker: Machine Learning Models At Scale by Tech Quickstart Academy
English | September 29, 2024 | ISBN: N/A | ASIN: B0DJ4SC694 | 181 pages | EPUB | 1.26 Mb
Ready to explore the innovative world of machine learning? "Quickstart to Amazon SageMaker" is your essential guide for grasping the foundational concepts of this powerful platform without the distraction of code samples. This book is designed to provide an accessible, high-level overview of Amazon SageMaker, enabling you to understand how to leverage its capabilities effectively.Gain insights into machine learning principles and how they apply to SageMaker.Learn the process of setting up and configuring your Amazon SageMaker environment.Understand the critical aspects of data preparation and management necessary for successful model training.Explore techniques for model evaluation and maintenance, ensuring your models perform optimally.Discover how Amazon SageMaker integrates seamlessly with other AWS services for enhanced functionality.With these key topics covered, "Quickstart to Amazon SageMaker" is the ideal resource for data scientists, IT professionals, and anyone interested in harnessing the potential of machine learning through Amazon's robust platform. Equip yourself with the knowledge to navigate Amazon SageMaker and take your understanding of tech concepts to the next level.
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R Programming: A Step-by-Step Guide for Absolute Beginners
English | 2019 | ISBN: 1696769647 | 169 pages | PDF | 5.96 MB
R is a programming language and software environment for statistical analysis, graphics representation, and reporting. If you are trying to understand the R programming language as a beginner, this short book will give you enough understanding of almost all the concepts of the R language. The author will guide you through examples, how to program in R and how to use R for effective data analysis.Buy your copy Now!
Book Objectives
This book is about R programming. The following are the objectives of the author:
To familiarize you with the basics of R programming language.
To help you understand the various fields where R can be applied and its use cases in each field.
To equip you with R programming skills, both beginner and advanced skills.
To introduce you to R programming for data analysis.
To introduce you to R programming for machine learning.
To help you understand and appreciate the power of R in statistical computing, data analysis, and scientific research.
Who this Book is for?
Anybody who is a complete beginner to R Programming.
Anybody in need of advancing their R Programming skills.
Professionals in computer programming.
Professors, lecturers or tutors who are looking to find better ways to explain R programming to their students in the simplest and easiest way.
Students and academicians, especially those focusing on R, Data Analysis,Machine Learning , computer science, and Databases development.
Requirements
The author expects you to have a computer installed with an operating system such as Linux, Windows or (Mac OSX).
What is inside the book?
R BASICS
R DATA TYPES
R VARIABLES AND CONSTANTS
R OPERATORS
DECISION MAKING IN R
R LOOPS
R FUNCTIONS
R CLASSES AND OBJECTS
R FOR DATA SCIENCE
R FOR MACHINE LEARNING
From the Back Cover.
R programming language is one of the most popular languages used by statisticians, data analysts, researchers to retrieve, clean, analyze, visualize and present data. This is a comprehensive book on how to get started with R programming, why you should learn it and how you can learn it. Daniel Bell begins by introducing the readers to the foundations of the R programming language. The aim is to help you understand, how the R interpreter works, the origin of the name R, how to set up the R programming environment, etc. The author has discussed the process of installing R on Windows, Linux and Mac OS. Moreover, the author has explored the basics of R programming including writing comments, using the R console, creating R script files, etc. The various features provided by R have been discussed in depth, including data types, variables, loops, decision making, functions, operators, classes, and objects, etc. The author has also discussed R for data science and R for machine learning. The book has been organized into chapters, with each chapter having many sub-chapters. R code scripts have been provided, alongside thorough explanations of the code and images showing the expected output upon the execution of every script.
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Radiation Hazard in Space by Leonty I. Miroshnichenko
English | PDF | 2003 | 254 Pages | ISBN : 1402015380 | 43.2 MB
The mono graph contains 8 chapters, and their contents cover all principal aspects of the problem: 1. Introduction and brief his tory ofthe radiation problem and background information ofradiation hazard in the near-Earth and interplanetary space. 2. General description of radiation conditions and main sources of charged partic1es in the Earth's environment and interplanetary space, effects of space environment on spacecraft. 3. Basic information about physical conditions in space and main sources of charged particles in the Earth's environment and interplanetary space, in the context of "Space W eather" monitoring and prediction. 4. Trapped radiation belts of the Earth (ERB): theory of their origin, spatial and temporal dynamics, and experimental and statistical models. 5. Galactic cosmic rays (GCR): variations of energetic, temporal and spatial characteristics, long-term modulation, and anomalous cosmic ray (ACR) component, modeling oftheir dynamics. 6. Production of energetic particles (SEPs) at/ne ar the Sun: available databases, acceleration, propagation, and prediction of individual SEP event, statistical models of solar cosmic rays (SCR). 7. Existing empirical techniques of estimating, prediction and modeling of radiation hazard, methodical approaches and constraints, some questions of changes in the Earth's radiation environment due to changes of the solar activity level. 8. Unresolved problems of radiation hazard prediction and spacecraft protection, radiation experiments on board the spacecraft, estimating of radiation conditions during interplanetary missions. Space does not allow us to explain every time the solar-terrestrial and radiation physics nomencIature used in current English-language literature.
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Emma Heywood, "Radio and Women's Empowerment in Francophone West Africa "
English | ISBN: 3031359844 | 2024 | 252 pages | EPUB | 1178 KB
This open access book breaks new ground by examining the significant role played by radio in empowering women in three Francophone West African countries: Mali, Niger and Burkina Faso.
It examines the representation and perception of key themes broadcast by radio and associated with women's empowerment in the three countries. Each chapter contextualises a specific topic in the country and then explores discrete aspects of radio's provision. The topics covered in the chapters are women's political engagement; women and finances; women and life within marriage; inheritance; women's involvement in radio structures; and radio, internally displaced women, and trauma.
Given the social, economic and political vulnerability and deteriorating security situation of the three countries, this book provides a timely and meaningful contribution to acknowledging and understanding the vital role of radio in women's empowerment.
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Raise Your Frequency & Manifest Abundance: A Guide for Empaths, Intuitives, and Sensitives by Sherrie Dillard
English | November 8, 2024 | ISBN: 0738777358 | 296 pages | PDF | 4.68 Mb
Discover Your Secret, Extrasensory Gift for Bountiful Living
Learn how your intuitive, empathic, and sensitive nature can be a valuable ally in manifesting your highest good. This book teaches you how to allow abundance to effortlessly flow into all areas of your life.
Sharing dozens of exercises and meditations, professional psychic and spiritual teacher Sherrie Dillard helps you to go beyond the conventional approach to extrasensory awareness. As you unlock your soul's full potential, ease replaces stress and your desires, wants, and needs appear.
Empaths, intuitives, and the sensitive walk a sacred path. The pure light of your destiny is calling. With Sherrie's guidance, you can ascend to a higher state of consciousness and access divine creative forces. Along the way, you'll heal old wounds, release repressed emotions, and control what energy you absorb and feel. This practical, uplifting book shows you, step-by-step, how to live fearlessly and free.
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Ratio Decidendi and Obiter Dictum: A Curious Case
English | 2025 | ISBN: 3031931513 | 166 Pages | PDF EPUB (True) | 2 MB
Definitions within legal fields have always been subject to significant debate, with some recurring more often than others. Every now and then, a perspective arises which transforms the orthodoxy. As such is the case with the notion of precedent. Outlining its contours establishes a continuity between disparate and temporally distinct traditions. It requires theoretical-philosophical speculation, historical-comparative sense, and attention to the particularities of Brazilian Law.
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Re-Creating Paul Bowles, the Other, and the Imagination : Music, Film, and Photography By Raj Chandarlapaty
2014 | 217 Pages | ISBN: 1498502822 | EPUB | 1 MB
As we withdraw farther from American canonical literature and poetry and move closer to a re-appraisal of literature's impact upon the arts through media, we may easily find a match for greater humanism and popular interaction in American rock culture through Paul Bowles. In this work, Bowles is re-invented within the postmodern, the postcolonial, and the renegade future underscored by liberal elites that had breathed new life into the American counterculture. Re-Creating Paul Bowles attests to the moments of relentless humanism and imaginative transformation that are most dreamlike, engaging the antagonism of psychology with imperialism at last. In his youth a classical composer and critic, Bowles deserves credit for spawning new generations of rock and pop music through his use of sound and tapping of non-Western or non-European folk music, bringing classic ethnography to the rock generation with Music of Morocco. Re-Creating Paul Bowles examines the Latin American, American, African, and Arab moments of his scholastic effort, a primary beginning for understanding modern popular music's free transcription of tradition. Re-Creating Paul Bowles includes several examples of films that adapt the author's personal life and times, the production of surrealist technique in film and literature, and the re-invention of classic works such as The Sheltering Sky and Collected Stories. It assumes the technique for re-production allows the elder Bowles greater freedom in crossing cultural boundaries and overruling the colonialist separateness that guarded cultural content for centuries. Bowles has always deserved re-appraisal in the American academy--and liberation from his stereotypical cult figure identity, a positive force in the ethnic comprehension of Self and society.
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Reading Contemporary African American Literature : Black Women's Popular Fiction, Post-Civil Rights Experience, and the African American Canon By Beauty Bragg
2014 | 127 Pages | ISBN: 073918878X | EPUB | 1 MB
Reading Contemporary African American Literature focuses on the subject of contemporary African American popular fiction by women. Bragg's study addresses why such work should be the subject of scholarly examination, describes the events and attitudes which account for the critical neglect of this body of work, and models a critical approach to such narratives that demonstrates the distinctive ways in which this literature captures the complexities of post-civil rights era black experiences. In making her arguments regarding the value of popular writing, Bragg argues that black women's popular fiction foregrounds gender in ways that are frequently missing from other modes of narrative production. They exhibit a responsiveness and timeliness to the shifting social terrain which is reflected in the rapidly shifting styles and themes which characterize popular fiction. In doing so, they extend the historical function of African American literature by continuing to engage the black body as a symbol of political meaning in the social context of the United States. In popular literature Beauty Bragg locates a space from which black women engage a variety of public discourses.
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Chapter 1
by Frank Columbus
English | 2025 | ISBN: 9798895302286 | 248 pages | True PDF | 20.47 MB
Dive into the cutting-edge world of artificial intelligence and machine learning with this comprehensive guide, designed for both novices and experts alike. This book meticulously explores the core principles, development, and practical applications of AI and ML technologies.Beginning with an introduction to AI, the book navigates through the evolution and principles of artificial intelligence, delving deep into various neural network architectures, including feedforward, convolutional, recurrent, and generative adversarial networks. Each chapter is enriched with practical examples such as rainfall prediction, image analysis, sales forecasting, and financial data analysis, making complex concepts accessible and relatable. This book also offers an extensive overview of essential machine learning libraries and tools, including NumPy, Pandas, TensorFlow, and PyTorch. Readers will gain insights into both supervised and unsupervised learning algorithms, from logistic regression and decision trees to k-means clustering and Gaussian mixture models.In the latter part, the focus shifts to real-world applications of machine learning in power systems, renewable energy, electric vehicles, fuel cells, and hydrogen production. Topics such as fault detection in power grids, energy theft detection, solar and wind energy forecasting, and predictive maintenance for electric vehicles and fuel cells are comprehensively covered, demonstrating the transformative impact of ML in these sectors. Whether you are an aspiring data scientist, an academic, or a professional in the field, this book is your essential resource for mastering the intricacies of AI and ML and applying these technologies to solve real-world problems.
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