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Product Analytics: Applied Data Science Techniques for Actionable Consumer Insights by Joanne Rodrigues
English | October 1, 2020 | ISBN: 0135258529 | True PDF | 447 pages | 6 MB
This guide shows how to combine data science with social science to gain unprecedented insight into customer behavior, so you can change it. Joanne Rodrigues-Craig bridges the gap between predictive data science and statistical techniques that reveal why important things happen - why customers buy more, or why they immediately leave your site - so you can get more behaviors you want and less you don't.

Drawing on extensive enterprise experience and deep knowledge of demographics and sociology, Rodrigues-Craig shows how to create better theories and metrics, so you can accelerate the process of gaining insight, altering behavior, and earning business value. You'll learn how to:
Develop complex, testable theories for understanding individual and social behavior in web productsThink like a social scientist and contextualize individual behavior in today's social environmentsBuild more effective metrics and KPIs for any web product or systemConduct more informative and actionable A/B testsExplore causal effects, reflecting a deeper understanding of the differences between correlation and causationAlter user behavior in a complex web productUnderstand how relevant human behaviors develop, and the prerequisites for changing themChoose the right statistical techniques for common tasks such as multistate and uplift modelingUse advanced statistical techniques to model multidimensional systemsDo all of this in R (with sample code available in a separate code manual)Build better theories and metrics, and drive more of the behaviors you wantModel, understand, and alter customer behavior to increase revenue and retentionConstruct better frameworks for examining why your customers do what they doDevelop core metrics for user analytics, and conduct more effective A/B testsMaster key techniques that most books ignore, including statistical matching and uplift modelingUse R and this book's many R examples to implement these techniques yourselfUse data science and social science to generate real changes in customer behaviorBuild better theories and metrics, and drive more of the behaviors you wantModel, understand, and alter customer behavior to increase revenue and retentionConstruct better frameworks for examining why your customers do what they doDevelop core metrics for user analytics, and conduct more effective A/B testsMaster key techniques that most books ignore, including statistical matching and uplift modelingUse R and this book's many R examples to implement these techniques yourself

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[booksz]

F. Salvador, "Product Information Management for Mass Customization: Connecting Customer, Front-office and Back-office for Fast and Efficient Customization"
English | 2006 | pages: 242 | ISBN: 0230006825, 1349282626 | PDF | 2,3 mb
Successfully managed product information for mass customization avoids disclosure of how these systems work. This is the first book to provide a holistic recognition of the essential aspects of an IT-supported product configuration system. It reveals the basic building blocks of these systems and their operational and strategic implications.

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PROFESSIONAL PROPERTY MANAGEMENT: ACHIEVING EXCELLENCE IN REAL ESTATE by Goodson Mumba
English | July 22, 2024 | ISBN: N/A | ASIN: B0D8LLXCF2 | 345 pages | EPUB | 1.09 Mb
Unlock the secrets to mastering the art of property management with "Professional Property Management: Achieving Excellence in Real Estate." This comprehensive guide is your definitive resource for navigating the complexities of property management and achieving unparalleled success in the real estate industry.

Drawing on years of experience and a wealth of industry knowledge, this book covers every aspect of property management, from foundational principles to advanced strategies. Whether you're a novice looking to break into the field or a seasoned professional seeking to refine your skills, this book offers valuable insights and practical advice to elevate your practice.
Inside, you'll discover:
- The essential roles and responsibilities of a property manager
- Effective techniques for tenant relations and retention
- Proven strategies for financial management and rent collection
- Innovative approaches to maintenance and emergency repairs
- Legal considerations and risk management best practices
- The latest trends in technology and sustainable property management
- Real-world case studies showcasing successful property management practices
With a focus on excellence, this book emphasizes the importance of continuous learning, setting high standards, and staying ahead of industry trends. Each chapter is designed to build your expertise, providing you with the tools you need to create value, enhance tenant satisfaction, and maximize property performance.
"Professional Property Management: Achieving Excellence in Real Estate" is more than just a guide-it's a roadmap to achieving excellence in one of the most rewarding careers in real estate. Embark on your journey to professional mastery and make a lasting impact in the world of property management.

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Mark Stoll, "Profit: An Environmental History"
English | ISBN: 1509533249 | 2024 | 336 pages | EPUB | 1376 KB
Profit ― getting more out of something than you put into it ― is the original genius of homo sapiens, who learned how to unleash the energy stored in wood, exploit the land, and refashion ecosystems. As civilization developed, we found more and more ways of extracting surplus value from the earth, often deploying brutally effective methods to discipline people to do the work needed.

Historian Mark Stoll explains how capitalism supercharged this process and traces its many environmental consequences. The financial innovations of medieval Italy created trade networks that, with the European discovery of the Americas, made possible vast profits and sweeping cultural changes, to the detriment of millions of slaves and indigenous Americans; the industrial age united the world in trade and led to an energy revolution that changed lives everywhere. But when efficient production left society awash in goods, a new sort of capitalism, predicated on endless individual consumption, took its place.
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Programmazione Python e SQL: Padroneggia i Dati in 30 Giorni con una Gestione Efficace degli Errori,
Esercizi Pratici e Strategie per Ottenere il Lavoro dei Tuoi Sogni
Italiano | 2025 | ASIN: B0DZ766DXN | 225 Pages | EPUB | 2 MB

"Programmazione Python e SQL" è un percorso guidato di 30 giorni per trasformarti in un programmatore capace di scrivere codice solido, analizzare dati e padroneggiare i database con SQL.

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Joyce Farrell, "Programming Logic and Design Ed 10"
English | ISBN: 0357880870 | 2023 | 608 pages | PDF | 20 MB
Learn the fundamental principles of developing structured program logic and be prepared for success with Joyce Farrell's PROGRAMMING LOGIC AND DESIGN, 10th EDITION. This edition takes a comprehensive and language-independent approach to programming logic with an emphasis on modern conventions. It avoids technical jargon while introducing universal programming concepts and ensuring strong programming style and logical thinking. Chapters contain figures that illustrate the logic described in the text, and there are diverse and project-rich opportunities for you to creatively apply logic to program designs. Flowcharts and pseudocode are employed to appeal to varied learning styles and preferences. Chapters contain learning objectives, notes and short quizzes, summaries, key terms and multiple-choice review. Plus, there are multiple exercises in developing programming logic, maintaining existing programs, debugging programs that contain errors, and developing simple games.

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Jim Blandy, "Programming Rust: Fast, Safe Systems Development"
English | ISBN: 1491927283 | 2018 | 622 pages | AZW3, MOBI | 7 MB + 8 MB
Rust is a new systems programming language that combines the performance and low-level control of C and C++ with memory safety and thread safety. Rust's modern, flexible types ensure your program is free of null pointer dereferences, double frees, dangling pointers, and similar bugs, all at compile time, without runtime overhead. In multi-threaded code, Rust catches data races at compile time, making concurrency much easier to use.

Written by two experienced systems programmers, this book explains how Rust manages to bridge the gap between performance and safety, and how you can take advantage of it. Topics include:
How Rust represents values in memory (with diagrams)
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Programming Skills for Data Science: Start Writing Code to Wrangle, Analyze, and Visualize Data with R by Michael Freeman, Joel Ross
English | November 28, 2018 | ISBN: 0135133106 | True EPUB/PDF | 384 pages | 57.9/15.8 MB
The Foundational Hands-On Skills You Need to Dive into Data Science

Using data science techniques, you can transform raw data into actionable insights for domains ranging from urban planning to precision medicine. Programming Skills for Data Science brings together all the foundational skills you need to get started, even if you have no programming or data science experience.
Leading instructors Michael Freeman and Joel Ross guide you through installing and configuring the tools you need to solve professional-level data science problems, including the widely used R language and Git version-control system. They explain how to wrangle your data into a form where it can be easily used, analyzed, and visualized so others can see the patterns you've uncovered. Step by step, you'll master powerful R programming techniques and troubleshooting skills for probing data in new ways, and at larger scales.
Freeman and Ross teach through practical examples and exercises that can be combined into complete data science projects. Everything's focused on real-world application, so you can quickly start analyzing your own data and getting answers you can act upon. Learn to
Install your complete data science environment, including R and RStudioManage projects efficiently, from version tracking to documentationHost, manage, and collaborate on data science projects with GitHubMaster R language fundamentals: syntax, programming concepts, and data structuresLoad, format, explore, and restructure data for successful analysisInteract with databases and web APIsMaster key principles for visualizing data accurately and intuitivelyProduce engaging, interactive visualizations with ggDescription and other R packagesTransform analyses into sharable documents and sites with R MarkdownCreate interactive web data science applications with ShinyCollaborate smoothly as part of a data science team

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Karl Esser, Ulrich Lüttge, Wolfram Beyschlag, "Progress in Botany, Vol. 67"
English | 2005 | pages: 583 | ISBN: 3540279970, 3642442021 | PDF | 3,2 mb
Completing the primary genomic sequence of Arabidopsis thaliana was a major milestone, being the first plant genome and well established as the premiere model species in plant biology. Since working drafts of rice (Oryza sativa L.) genome became available (Yu et al. 2002), it has become the s- ond-best model organism in plants representing monocotyledons. Understanding how the genome sequence comprehensively encodes de- lopmental programs and environmental responses is the next major ch- lenge for all plant genome projects. This requires functional characterization of genes, including identification of regulatory sequences. Several functional genomics approaches were initiated to decode the linear sequence of the model plant Arabidopsis thaliana, including full-length cDNA collections, microarrays, natural variation, knockout collections, and comparative sequence analysis (Borevitz and Ecker 2004). Genomics provides the ess- tial tools to speed up the research work of the traditional molecular gene- cist, and is now a scientific discipline in its own right (Borevitz and Ecker 2004).

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Project Management for the Oil and Gas Industry: Systems Engineering and Technology
English | 2025 | ISBN: 1032646950 | 226 Pages | PDF EPUB (True) | 10 MB
This volume focuses on the broad scope of systems engineering and recent energy technology developments as they relate to the oil and gas industry, which remains a lifeline to communities around the world. In 2015, the United Nations adopted the 17 Sustainable Development Goals (SDGs) to, among other things, curtail the catastrophe that will befall the world from the increasing menace of global warming and climate change. The best way to achieve most or all the goals is to use a comprehensive systems-based approach, specifically, leveraging the efficacy of systems engineering for project management in the oil and gas industry.

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Folko Kullmann, "Projekt Garten: selber planen, selber pflanzen, selber bauen: vom Baumarkt zum DIY-Projekt"
Deutch | ISBN: 3833894164 | 2024 | 192 pages | EPUB | 56 MB
Hier kommen Bastler und Selbermacher voll auf ihre Kosten: Dieses Buch zeigt Schritt für Schritt, wie Sie Ihren Garten in Eigenregie gestalten können - von der Planung bis zur praktischen Umsetzung! Neben den Basics zur Garten-Gestaltung und den verschiedenen Gestaltungselementen bietet das Buch bebilderte Anleitungen, z. B. zum Anlegen von Wegen, Treppen und Beeten, dem Bau eines Hochbeets, einer Sichtschutzwand oder eines Garten-Grills. Entscheiden Sie selbst, welche Projekte Sie in Ihrem Garten in die Tat umsetzen wollen! Für manche Erfolgserlebnisse reicht sogar schon ein einziges Wochenende. Und falls doch mal etwas nicht so klappt, wie geplant, bieten Seiten zum „Troubleshooting" Soforthilfe und schnelle Lösungen.

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Glenn Alterman, "Promoting Your Acting Career: A Step-by-Step Guide to Opening the Right Doors"
English | 2004 | pages: 257 | ISBN: 1581153910 | PDF | 1,7 mb
This is the definitive insider's guide to getting ahead in the worlds of theater, film, and commercials. Packed with both innovative strategies and practical advice, it covers how to obtain the perfect headshot; prepare for interviews and auditions; select flattering monologues; create professional-looking resumes and cover letters; compose promotional mailings and videos; produce an original play, video or film; launch a theater company; and much more. New sections include information on actor training; voice, speech and voiceovers; using the Internet for self-promotion; daytime serials; and interviews with working professionals from every realm of entertainment.

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PROMPT ENGINEERING VOLUME 1: FUNDAMENTALS, STRUCTURING CONCEPTS, HISTORY OF PROMPT ENGINEERING by MARCUS PINTO
English | October 16, 2024 | ISBN: N/A | ASIN: B0DK6DRXSY | 80 pages | EPUB | 1.20 Mb
Part of the acclaimed collection "Artificial Intelligence: the power of data", the book "Prompt Engineering Volume 1: Fundamentals, Structuring Concepts and History of Prompt Engineering" is an essential work for those who want to understand the heart of communication between humans and machines. More than a technical introduction, this book offers an in-depth exploration of how prompt engineering shapes interactions with AI systems and how the power of data can be leveraged by this innovative practice.

Prompt engineering is a strategic art. Every interaction we have with an artificial intelligence system, whether in virtual assistants, language processing applications, or automation platforms, is mediated by prompts - commands that, when elaborated with precision, have the power to transform data into solutions. This book offers not only a detailed understanding of these processes, but also practical tools for building effective prompts while maximizing the impact of each interaction.
Most important items covered in the book:
- What is prompt engineering?
- Fundamentals of artificial intelligence and its impact on human-machine interactions.
- Data requirements and how to use it for AI.
- Developing, training, and optimizing AI with correct prompts.
- Challenges and guidelines for creating meaningful interactions with AI.
- Core elements of an effective prompt and the risks of poorly constructed prompts.
- The historical evolution of prompt engineering and the technologies that underpin it, such as recurrent neural networks (RNNs), LSTMs, and Transformers.
Results that the reader will obtain from the book:
- Solid understanding of the fundamental principles of prompt engineering.
- Ability to structure prompts that improve the efficiency and accuracy of AI systems.
- Ability to personalize interactions with AI to maximize the delivery of value and relevance.
- Knowledge of the risks and benefits of a well-formulated prompt, ensuring consistent and effective results.
- Competence to integrate historical and technical concepts into modern artificial intelligence practice.
- Practical applications of prompt engineering in everyday professional life, enhancing interaction with the most advanced AI technologies.
Proposed Subtitle:
"How Prompts Shape the Future of Artificial Intelligence: Fundamentals and Practical Applications"
Target audience:
- Tech professionals interested in optimizing the use of AI in their projects.
- Students and researchers who want to deepen their knowledge of AI-human interactions.
- Software developers and engineers focused on building intelligent applications.
- Executives and managers who seek to understand how AI can transform their business.
- Technology enthusiasts who want to be at the forefront of innovations in the field of AI.
This book is the first step toward mastering the art of prompt engineering and revolutionizing the way you communicate with artificial intelligence. By exploring everything from the fundamentals to the most advanced practices, the book provides a reading that not only informs but also transforms your perspective on the role of AI in the future.
About the author.
Prof. Marcão, with extensive experience in information technology and marketing, works as a business consultant, career mentor and content producer. Author of more than 100 books, he uses innovative methodologies for efficient projects, contributing to information architecture.

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PROMPT ENGINEERING: LANGUAGE MODELS - TOKENIZATION - TRAINING METHODS by MARCUS PINTO
English | October 17, 2024 | ISBN: N/A | ASIN: B0DK8P29ZJ | 77 pages | EPUB | 1.36 Mb
Artificial intelligence (AI) is increasingly integrated into our daily lives, transforming the way we work, interact, and make decisions.

This volume focuses on understanding language models, the crucial role of tokens, and the importance of training methods, showing how these technologies are reshaping the future of AI.
What you will find in this book:
- Language Models: An in-depth look at how powerful tools like GPT, BERT, and other natural language processing (NLP) models work, and how they are revolutionizing the way machines understand and interact with text.
- Tokenization: The foundation that allows AI systems to process human language accurately. The book explains how tokenization - the process of dividing text into smaller units - is critical to the success of language models. You will understand the importance of word, subword, and function tokens, and how they are applied in practice.
- Training Methods: Learn about fine-tuning and transfer learning, techniques that allow language models to adapt to new contexts effectively. This chapter explores the nuances and challenges of model training, with practical tips and best practices for tuning pre-trained models.
- Ethical and Technical Challenges: The book addresses important issues about the ethical impact of AI, such as data privacy, the transparency of models, and the implications of developing systems that can profoundly influence society. These topics are presented with a practical perspective, to ensure that AI developers take responsible approaches.
What you will learn from reading this book:
- Mastery of Language Models: You will learn how to apply tools such as GPT and BERT to create more efficient and responsive AI systems, mastering the techniques that transform natural language processing.
- Deep Understanding of Tokenization: Discover how tokenization acts as the foundation for the success of AI systems, and how different types of tokens influence machines' interpretation of language.
- Training Best Practices: Understand how to apply fine-tuning and transfer learning to maximize the performance of pre-trained models, preparing them for different contexts and challenges.
- Ethical and Technical Solutions: Explore the ethical implications of AI development and how to overcome technical and societal challenges to ensure systems are safe, fair, and accountable.
Who is this book suitable for:
- AI engineers and developers who want to improve their technical skills in language models, tokenization, and training methods.
- Data scientists who seek to deeply understand how data is transformed into valuable information through AI.
- Academic researchers working on artificial intelligence and natural language processing.
- Technology and Data Security managers interested in ensuring that AI tools are implemented in an ethical and safe manner.
- AI and technology enthusiasts who want to understand how machines are learning to interpret language and how this impacts the future of communication and automation.
About the author.Prof. Marcão, with extensive experience in information technology and marketing, works as a business consultant, career mentor and content producer. Author of more than 100 books, he uses innovative methodologies for efficient projects, contributing to information architecture.

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Prompt Engineering Using ChatGPT: Crafting Effective Interactions and Building GPT Apps (MLI Generative AI Series) by Mehrzad Tabatabaian
English | June 11, 2024 | ISBN: 1501522418 | MOBI | 6.94 Mb
Comprehensive guide to prompt engineering for ChatGPT, covering foundational principles and advanced techniques.Real-world examples and case studies showcasing the impact of well-crafted prompts

This book provides a structured framework for exploring various aspects of prompt engineering for ChatGPT, from foundational principles to advanced techniques, real-world applications, and ethical considerations. It aims to guide readers in effectively harnessing the capabilities of ChatGPT through well-crafted prompts to achieve their goals.
The digital age has ushered in a new era of communication, one where the boundaries between human and machine are becoming increasingly blurred. Artificial Intelligence (AI) technology, in its relentless evolution, has given rise to remarkable language models that can understand and generate human-like text. "Prompt Engineering for ChatGPT," demystifies the intricacies of this ground breaking technology, offering insights and strategies to harness its capabilities.

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