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Python For Data Science: Hands-On Guide To Learn Python Programming For Data Analysis And Visualization by Declan Ashford
English | 1 September 2024 | ISBN: B0DFXDVZST | 275 pages | EPUB | 0.32 Mb
Are you eager to unlock the secrets of data science and become a master at turning raw data into powerful insights? Do you want to learn Python-the most sought-after language in the world of data analysis and visualization-but don't know where to start? Python for Data Science: Hands-On Guide to Learn Python Programming for Data Analysis and Visualization is the key to unlocking your potential in this rapidly growing field.

This book is more than just a guide; it's a transformative journey that will take you from a novice to a skilled data science practitioner. With a focus on practical, hands-on learning, you'll gain the confidence to tackle real-world data challenges and make data-driven decisions that can propel your career or business to new heights.
Here's what you'll gain from this powerful guide:Master Python, the Language of Data Science: Start from scratch or build on existing knowledge with clear, step-by-step tutorials that guide you through Python's essential features. You'll learn the language that top data scientists and analysts use to solve complex problems.Unlock the Power of Data Analysis: Learn how to manipulate, clean, and analyze data using cutting-edge Python libraries like Pandas and NumPy. Turn messy data into meaningful insights that can drive strategic decisions.Create Stunning Visualizations: Transform data into visually compelling stories with Python's top visualization tools-MatDescriptionlib, Seaborn, and Descriptionly. Learn to create graphs, charts, and dashboards that not only inform but also persuade and inspire action.Engage in Real-World Projects: Apply what you've learned to real-world scenarios with hands-on projects that mimic the challenges faced by professionals in the field. Gain experience that will set you apart in job interviews and on the job.Dive into Advanced Topics: Ready to take it to the next level? Explore machine learning basics and predictive analytics, and learn how to handle big data, positioning yourself for future growth in data science.Expert Tips and Best Practices: Benefit from insider tips that will help you code more efficiently, avoid common pitfalls, and make the most of Python's powerful capabilities.By the time you finish Python for Data Science, you won't just understand the basics-you'll have the practical skills and confidence to analyze and visualize data like a pro. Whether you're looking to break into data science, advance your current career, or simply sharpen your skills, this book is your roadmap to success.

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[booksz]

Python for HITL
by James Williams
English | December 26, 2024 | ISBN: 0008648980 | 67 Pages | epub | 0,1 MB

About the technology
Large Language Models (LLMs) have revolutionized natural language processing, demonstrating remarkable abilities in text generation, translation, and understanding. However, these powerful models are not without their limitations. They can sometimes generate factually incorrect, biased, or nonsensical outputs. Human-in-the-Loop (HITL) systems address these challenges by integrating human expertise into the LLM workflow. This approach allows for real-time feedback, post-generation editing, and data refinement, ensuring higher quality, more accurate, and ethically sound outputs. Python, with its rich ecosystem of NLP libraries and frameworks, is the ideal tool for building and deploying these HITL systems.
Short summary
"Python for HITL: Building Human-Guided Large Language Models" is a comprehensive guide to leveraging Python to build robust and effective HITL systems for LLMs. This book provides a practical, hands-on approach, covering everything from fundamental NLP concepts and Python libraries to advanced techniques for data preparation, real-time feedback integration, post-generation editing, and scalability. It also delves into crucial ethical considerations, such as bias detection and mitigation. Whether you're a developer, data scientist, or researcher, this book will equip you with the knowledge and skills to harness the power of LLMs while mitigating their inherent risks.

This book covers a wide range of topics, including:
* An introduction to LLMs, their capabilities, and limitations.
* The benefits and applications of HITL for LLM generation.
* A comprehensive overview of Python for NLP, including essential libraries like NLTK and spaCy.
* Using pre-trained LLMs and fine-tuning them for specific tasks.
* Data preparation and labeling techniques for HITL systems.
* Building real-time feedback mechanisms and interactive interfaces.
* Post-generation editing and refinement workflows.
* Scalability and performance optimization for HITL systems.
* Responsible AI and ethical considerations, including bias detection and mitigation.
* Future trends and advancements in HITL technology.
About the reader
This book is intended for:
* Python developers interested in NLP and LLMs.
* Data scientists and machine learning engineers working with text data.
* Researchers exploring human-computer interaction and AI.
* Anyone interested in building practical, real-world applications using LLMs.
Basic Python programming knowledge is assumed, but prior experience with NLP is not required.
Unlock the true potential of Large Language Models and build the future of human-centric AI. "Python for HITL: Building Human-Guided Large Language Models" provides the essential tools and knowledge you need to create powerful, responsible, and effective language AI systems. Get your copy today and start shaping the future of human-AI collaboration!
eBook Details:
James Williams
67 Pages
1 - 2 Hours to read
20k Total words
Release Date: December 26, 2024
ISBN-13: 1230008648983
ISBN-10: 0008648980
Language: English
Format: epub
✅File Size: 0,1 MB

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Python Programming Handbook For AI Web Scraping : A Step by Step Guide To Building Intelligent Web Scraping System Using AI and Python by TECH GREENY
English | October 10, 2024 | ISBN: N/A | ASIN: B0DJWTP7JD | 94 pages | EPUB | 1.41 Mb
Unlock the power of artificial intelligence (AI) for web scraping! This comprehensive handbook provides a thorough introduction to AI-powered web scraping, covering the fundamentals of AI, machine learning, and Python programming.

Key Features:
* Introduction to AI and machine learning for web scraping
* Python programming basics and essentials for AI development
* Step-by-step guide to building intelligent web scraping systems
* Coverage of popular AI libraries and frameworks (TensorFlow, PyTorch, Keras, Scrapy)
* Practical examples and projects for data extraction, processing, and analysis
* Real-world applications and case studies in e-commerce, finance, and market research
* Tips and best practices for deploying and maintaining AI-powered web scraping systems
What You'll Learn:
* Understand the fundamentals of AI and machine learning
* Learn Python programming basics and essentials for AI development
* Build intelligent web scraping systems using AI and Python
* Implement data extraction, processing, and analysis
* Develop skills in AI-powered data visualization and insights
* Stay up-to-date with the latest advancements in AI-powered web scraping
Target Audience:
* Data scientists and web scraping enthusiasts
* AI programmers and machine learning engineers
* Digital marketers and market researchers
* E-commerce and finance professionals
* Students of computer science, AI, and machine learning
* Anyone interested in automating web data extraction using AI

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[booksz]

Python Programming Handbook For Quantum Computing by TECH GREENY
English | October 10, 2024 | ISBN: N/A | ASIN: B0DJWMTWX2 | 115 pages | EPUB | 0.73 Mb
Unlock the power of quantum computing with this comprehensive handbook. "Python Programming Handbook for Quantum Computing" provides a thorough introduction to quantum computing and quantum programming using Python. Written for programmers, researchers, and students, this book covers the fundamentals of quantum computing, quantum algorithms, and practical applications.

Key Features:
* Comprehensive introduction to quantum computing and quantum information theory
* In-depth coverage of Python libraries for quantum computing, including Qiskit, Cirq, and Q#.
* Practical examples and projects to illustrate quantum algorithms and applications
* Detailed explanations of quantum machine learning, quantum simulation, and quantum cryptography
* Advanced topics: quantum error correction, quantum entanglement, and quantum teleportation
* Real-world applications: optimization, chemistry, materials science, and machine learning
What You'll Learn:
* Understand the principles of quantum computing and quantum information theory
* Implement quantum algorithms using Python and popular libraries
* Apply quantum computing to real-world problems in machine learning, optimization, and materials science
* Develop skills in quantum programming, debugging, and optimization
* Stay up-to-date with the latest advancements in quantum computing research
Target Audience:
* Programmers and software developers interested in quantum computing
* Researchers and scientists in physics, chemistry, and materials science
* Students of computer science, physics, and engineering
* Quantum computing enthusiasts and professionals
Table of Contents:
1. Introduction to Quantum Computing
2. Quantum Information Theory
3. Python for Quantum Computing
4. Quantum Algorithms and Applications
5. Quantum Machine Learning
6. Quantum Simulation and Chemistry
7. Quantum Cryptography and Security
8. Advanced Topics in Quantum Computing
9. Real-World Applications and Case Studies
10. Future Directions in Quantum Computing

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Qualitätsmanagement bei der Softwareerstellung: Leitfaden für die Umsetzung der DIN EN ISO 9000 By Carlo Ungermann, Frank-J. Tesch, Bernd Stolpe, Martin Weissert (auth.), Carlo Ungermann, Frank-J. Tesch (eds.)
1996 | 83 Pages | ISBN: 3540622624 | PDF | 2 MB
"Zertifiziert nach DIN EN ISO 9001" - dieses Siegel ist inzwischen auch für Softwareproduzenten zur Eintrittskarte für immer mehr, auch internationale Märkte geworden. Doch vielen Unternehmen bleibt es ein Buch mit sieben Siegeln. Hier will diese knappe Anleitungsschrift helfen: Es soll kleinen und mittelständischen Unternehmen der Software-Branche den Einstieg in das Thema "Qualitätsmanagement" erleichtern und helfen, sie auf die Zertifizierung nach DIN EN ISO 9001 vorzubereiten.

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[booksz]

Quantitative Remote Sensing: Fundamentals and Environmental Applications by Jay Gao
English | November 12, 2024 | ISBN: 1032852879 | 434 pages | MOBI | 89 Mb
This book provides comprehensive and in-depth explanations of all topics related to quantitative remote sensing and its applications in terrestrial, biospheric, hydrospheric, and atmospheric studies. It elucidates how to retrieve quantitative information on a wide range of environmental parameters from various remote sensing data at the highest accuracy possible and expounds how different aspects of the target of remote sensing can be quantified using diverse analytical methods and level of accuracy. Written in an easy-to-follow language, logically organized, and with step-by-step examples, the book assists readers to deepen their understanding of the theory and cutting-edge research on quantitative remote sensing.

FeaturesExplains how to retrieve quantitative information on a wide range of environmental parameters from various tailored remote sensing data at the highest accuracy possible.Manifests the author's decades of teaching and research in quantitative remote sensing and approaches the subject from both theoretical and pragmatic perspectives, informed by the latest research outcomes.Includes practical and real-life examples to illustrate how the quantitative information on a target can be retrieved from a given type of remote sensing data.Focuses on the latest developments in the field of quantitative remote sensing.Introduces sufficient mathematical concepts to reveal how remotely sensed data are converted to quantitative information while providing quality assurance of the retrieved results.This is a suitable textbook for upper-level undergraduate or postgraduate students and serves as a handy and valuable reference for professionals working in monitoring the environment. By reading this book, readers gain a sound understanding of how to retrieve quantitative information on the environment from diverse remote sensing data using the most appropriate cutting-edge methods and software.

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R Programming for Beginners: A Quick Start Guide with Syntax, Examples, and Practical Applications by Sarful Hassan
English | November 7, 2024 | ISBN: N/A | ASIN: B0DMFKCDG8 | 206 pages | EPUB | 0.31 Mb
R Programming for Beginners: A Complete Guide to Mastering R from Scratch.

Unlock the power of data analysis with R Programming for Beginners, a comprehensive guide designed for absolute beginners. R is one of the most popular programming languages for statistics, data analysis, and visualization, widely used by data scientists, researchers, and analysts worldwide. This book is your gateway to mastering R, starting with the basics and moving to essential data manipulation techniques.
What You Will Learn:
* Getting Started with R: Set up your R environment and write your first program with ease.
* Mastering Variables and Data Types: Understand R's unique variable handling and data types, including numeric, character, and logical types.
* Data Structures in R: Learn how to work with vectors, matrices, lists, and data frames, which are the core building blocks of R.
* Control Flow and Functions: Discover how to use loops, conditionals, and functions to build flexible, dynamic programs.
* Data Import and Export: Easily import data from various sources and export your results for sharing and analysis.
* Data Manipulation: Explore essential techniques for cleaning, transforming, and analyzing data using R.
Each chapter includes clear explanations, practical examples, and hands-on exercises designed to build your skills progressively. Whether you're a student, data enthusiast, or aspiring data scientist, this book will equip you with the fundamental skills needed to analyze data effectively using R.

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Ramen Recipes with Bold Flavors and Creative Twists: The Complete Guide to Crafting Perfect Ramen Bowls by Ana Rose
English | August 14, 2023 | ISBN: N/A | ASIN: B0CFPYV34Y | 117 pages | EPUB | 10 Mb
Embark on an enchanting exploration of the beloved world of ramen, straight from Japan to your kitchen!

"Ramen Recipes with Bold Flavors and Creative Twists'' offers you everything you need to create authentic bowls of mouth watering Japanese ramen: velvety soup broths, springy noodles, and vibrant toppings packed full of flavor and texture. Your ramen journey doesn't have to end with consumption; learn about the rich cultural heritage behind this cherished dish, taking you through its roots to present-day adaptations. Master the skill of crafting handmade noodles, marvelous broths, pungent oil infusions, and zesty sauces.
Open the pages of our ramen cookbook and discover how to concoct an array of sensational ramen variations with ease. Beginner or expert, this guide has got you covered. Experience firsthand how learning the intricacies of ramen-making transcends merely preparing sustenance; it becomes an invigorating encounter brimming with delight. Get ready to transform your kitchen into a haven of warmth and flavor.
Ready to savor the essence of Japan right here at home?
With this ramen cookbook by your side, you'll find a wealth of delectable local favorites waiting to treat your taste buds. Discover the country's amazingly diverse regional cuisine and explore every corner of Japan's culinary landscape in one easy step - opening our cookbook!
Not only do we give you a selection of traditional pork, chicken, and vegan broth recipes but also tips on how to speed up their preparation process with an electric pressure cooker.
Our carefully curated list of ingredients ensures a stress-free shopping spree and guarantees success when recreating your favorite Japanese dishes. Don't miss out on this opportunity to enhance your knowledge and love for the beautifully complex world of ramen.
Embrace the heartwarming simplicity and convenience of this ramen cookbook today!

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Randomized Controlled Trials in Evidence-Based Dentistry by Richie Kohli, Harjit S. Sehgal, Peter Milgrom
English | April 17, 2024 | ISBN: 3031476506 | 285 pages | MOBI | 2.28 Mb
This book reviews the role of randomized controlled trials (RCTs) in clinical dentistry, explains how to successfully conduct RCTs related to dentistry, and provides detailed information on the use of RCTs within each of the dental specialties. Although RCTs represent the gold standard in evidence-based dentistry for evaluation of the effects of an intervention, a textbook on the subject has to date been lacking. Randomized Controlled Trials in Evidence-Based Dentistry will fill this educational gap and improve the confidence of dental providers, researchers, and their multidisciplinary teams in conducting high-quality RCTs in a variety of settings and different parts of the world. In particular, it will enable readers to implement a suitable step-by-step approach to RCTs, identify possible solutions to common challenges when performing RCTs in individual dental specialties, and apply these solutions to their own RCT projects.

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Raspberry Pi Command Line: The Raspberry Pi Terminal Guide by Sarful Hassan
English | November 10, 2024 | ISBN: N/A | ASIN: B0DMNCS7QD | 156 pages | EPUB | 0.85 Mb
Master the Raspberry Pi Command Line with Ease!

Are you ready to unlock the full potential of your Raspberry Pi?
Raspberry Pi Command Line: The Raspberry Pi Terminal Guide is your comprehensive resource to mastering the command-line interface of this versatile device.
Inside this guide, you'll discover:
* Step-by-Step Tutorials: Learn basic navigation, file management, and system monitoring with clear instructions.
* Advanced Networking Techniques: Explore networking configurations and remote access setups.
* Hardware Control: Understand GPIO pin manipulation and hardware integration projects.
* Security Practices: Implement best practices for user permissions and system security.
Whether you're a student, educator, tech enthusiast, or professional, this book provides the knowledge and skills to harness the power of the Raspberry Pi through the command line.

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Re-Creating Nature: Science, Technology, and Human Values in the Twenty-First Century by James T. Bradley
English | September 24, 2019 | ISBN: 0817320296 | 408 pages | PDF | 5.47 Mb
An exploration of the moral and ethical implications of new biotechnologies

Many of the ethical issues raised by new technologies have not been widely examined, discussed, or indeed settled. For example, robotics technology challenges the notion of personhood. Should a robot, capable of making what humans would call ethical decisions, be held responsible for those decisions and the resultant actions? Should society reward and punish robots in the same way that it does humans? Likewise, issues of safety, environmental concerns, and distributive justice arise with the increasing acceptance of genetically modified organisms (GMOs) in food production nanotechnology in engineering and medicine, and human gene therapy and enhancement. The problem of dual-use-when a technology can be used both to benefit and to harm-exists with virtually all new technologies but is central in the context of emerging 21st century technologies ranging from artificial intelligence and robotics to human gene-editing and brain-computer interfacing.
In Re-Creating Nature: Science, Technology, and Human Values in the Twenty-First Century, James T. Bradley addresses emerging biotechnologies with prodigious potential to benefit humankind but that are also fraught with ethical consequences. Some actually possess the power to directly alter the evolution of life on earth including human. Specifically, these topics include stem cells, synthetic biology, GMOs in agriculture, nanotechnology, bioterrorism, CRISPR gene-editing technology, three-parent babies, robotics and roboethics, artificial intelligence, and human brain research and neurotechnologies.
Offering clear explanations of these various technologies, a pragmatic presentation of the conundrums involved, and questions that illuminate hypothetical situations, Bradley guides discussions of these and other thorny issues resulting from the development of new biotechnologies. He also highlights the responsibilities of scientists to conduct research in an ethical manner and the responsibilities of nonscientists to become "science literate" in the twenty-first century.

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React 18 Design Patterns and Best Practices: Design, build, and deploy production-ready web applications with React by leveraging industry-best practices, 4th Edition by Carlos Santana Roldán
English | August 9, 2023 | ISBN: 1803233109 | 385 pages | PDF | 10 Mb
Dive in and discover how to build awesome React web apps that you can scale and maintain using design patterns and the latest industry insights.

Key FeaturesDiscover and unpack the latest React 18 and Node 19 features in this updated fourth editionGet up to speed with TypeScript, MonoRepo architecture, and several cutting-edge React toolsLearn from plenty of real-world examples and an improved chapter flow
Book Description
React helps you work smarter, not harder ― but to reap the benefits of this popular JavaScript library and its components, you need a straightforward guide that will teach you how to make the most of it.
React 18 Design Patterns and Best Practices will help you use React effectively to make your applications more flexible, easier to maintain, and improve their performance, while giving your workflow a huge boost. With a better organization of topics and knowledge about best practices added to your developer toolbox, the updated fourth edition ensures an enhanced learning experience.
The book is split into three parts; the first will teach you the fundamentals of React patterns, the second will dive into how React works, and the third will focus on real-world applications. All the code samples are updated to the latest version of React and you'll also find plenty of new additions that explore React 18 and Node 19's newest features, alongside MonoRepo Architecture and a dedicated chapter on TypeScript.
By the end of this book, you'll be able to efficiently build and deploy real-world React web applications.
What you will learnGet familiar with the new React 18 and Node 19 featuresExplore TypeScript's basic and advanced capabilitiesMake components communicate with each other by applying various patterns and techniquesDive into MonoRepo architectureUse server-side rendering to make applications load fasterWrite a comprehensive set of tests to create robust and maintainable codeBuild high-performing applications by styling and optimizing React components
Who This Book Is For
This book is for web developers who want to master React by learning key design patterns and best practices in real-world application development. You'll need an intermediate-level experience with React and JavaScript before you get started.
Table of ContentsTaking Your First Steps with ReactIntroducing TypeScriptCleaning Up Your CodeExploring Popular Composition PatternsWriting Code for the BrowserMaking Your Components Look BeautifulAnti-Patterns to Be AvoidedReact HooksReact RouterReact 18 New FeaturesManaging DataServer-Side RenderingUnderstanding GraphQL with a Real ProjectMonoRepo ArchitectureImproving the Performance of Your ApplicationsTesting and DebuggingDeploying to Production

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Mary C. Erler, "Reading and Writing during the Dissolution: Monks, Friars, and Nuns 1530-1558"
English | ISBN: 1316601935 | 2016 | 216 pages | PDF | 5 MB
In the years from 1534 when Henry VIII became head of the English church until the end of Mary Tudor's reign in 1558, the forms of English religious life evolved quickly and in complex ways. At the heart of these changes stood the country's professed religious men and women, whose institutional homes were closed between 1535 and 1540. Records of their reading and writing offer a remarkable view of these turbulent times. The responses to religious change of friars, anchorites, monks and nuns from London and the surrounding regions are shown through chronicles, devotional texts, and letters. What becomes apparent is the variety of positions that English religious men and women took up at the Reformation and the accommodations that they reached, both spiritual and practical. Of particular interest are the extraordinary letters of Margaret Vernon, head of four nunneries and personal friend of Thomas Cromwell.

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Reasoning with Logic Programming By José Júlio Alferes, Luís Moniz Pereira (eds.)
1996 | 336 Pages | ISBN: 3540614885 | PDF | 5 MB
As the first monograph in the field, this state-of-the-art survey provides a rigorous presentation of logic programs as representational and reasoning tools.The authors used this book successfully as a text for a MSc course. The use of logic programming for various types of reasoning, particularly for nonmonotonic reasoning, is thoroughly investigated and illustrated and a variety of knowledge representation formalisms, like default negation, integrity constraints, default rules, etc., are treated in depth. Besides the main text, detailed introductory background and motivational information is included together with a bibliography listing 215 entries as well as the listing of the Prolog interpreter used in the text for running numerous examples.

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Recent Advances in Robot Learning By Judy A. Franklin, Tom M. Mitchell, Sebastian Thrun (auth.), Judy A. Franklin, Tom M. Mitchell, Sebastian Thrun (eds.)
1996 | 218 Pages | ISBN: 0792397452 | PDF | 6 MB
Recent Advances in Robot Learning contains seven papers on robot learning written by leading researchers in the field. As the selection of papers illustrates, the field of robot learning is both active and diverse. A variety of machine learning methods, ranging from inductive logic programming to reinforcement learning, is being applied to many subproblems in robot perception and control, often with objectives as diverse as parameter calibration and concept formulation. While no unified robot learning framework has yet emerged to cover the variety of problems and approaches described in these papers and other publications, a clear set of shared issues underlies many robot learning problems. Machine learning, when applied to robotics, is situated: it is embedded into a real-world system that tightly integrates perception, decision making and execution. Since robot learning involves decision making, there is an inherent active learning issue. Robotic domains are usually complex, yet the expense of using actual robotic hardware often prohibits the collection of large amounts of training data. Most robotic systems are real-time systems. Decisions must be made within critical or practical time constraints. These characteristics present challenges and constraints to the learning system. Since these characteristics are shared by other important real-world application domains, robotics is a highly attractive area for research on machine learning. On the other hand, machine learning is also highly attractive to robotics. There is a great variety of open problems in robotics that defy a static, hand-coded solution. Recent Advances in Robot Learning is an edited volume of peer-reviewed original research comprising seven invited contributions by leading researchers. This research work has also been published as a special issue of Machine Learning (Volume 23, Numbers 2 and 3).

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