The Data Blueprint
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Blueprints For Text Analytics Using Python
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Author : Jens Albrecht
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2020-12-04
Blueprints For Text Analytics Using Python written by Jens Albrecht and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-04 with Computers categories.
Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you should use and in what order. This practical book provides data scientists and developers with blueprints for best practice solutions to common tasks in text analytics and natural language processing. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler provide real-world case studies and detailed code examples in Python to help you get started quickly. Extract data from APIs and web pages Prepare textual data for statistical analysis and machine learning Use machine learning for classification, topic modeling, and summarization Explain AI models and classification results Explore and visualize semantic similarities with word embeddings Identify customer sentiment in product reviews Create a knowledge graph based on named entities and their relations
The Data Blueprint
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-07-09
The Data Blueprint written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-09 with Computers categories.
In an era where data reigns supreme, The Data Blueprint emerges as an invaluable guide, empowering individuals and organizations to harness the transformative power of data. This comprehensive book unveils the intricacies of data management, providing readers with the knowledge and skills necessary to navigate the ever-changing landscape of information and technology. Written in an accessible and engaging style, The Data Blueprint caters to a diverse audience, from aspiring data enthusiasts to seasoned professionals seeking to deepen their understanding of data management. With its comprehensive coverage of topics, ranging from data collection and storage to advanced techniques for data analysis and visualization, this book serves as an indispensable roadmap for anyone seeking to unlock the full potential of data. The Data Blueprint delves into the vast possibilities of data, revealing its profound impact on our world. Readers will discover how data drives innovation, fuels progress, and shapes decision-making across industries and sectors. Through real-world examples and case studies, the book illustrates how organizations leverage data to gain competitive advantage, improve operational efficiency, and enhance customer experiences. For business leaders seeking to unlock the strategic value of data, The Data Blueprint offers a wealth of insights and practical guidance. Readers will learn how to develop a data-driven culture, establish effective data governance practices, and implement data-centric strategies that drive business growth and success. Data scientists and analysts will find The Data Blueprint an invaluable resource, providing them with a deep understanding of data analytics techniques, machine learning algorithms, and data visualization tools. With its comprehensive coverage of advanced topics, such as natural language processing and predictive analytics, this book empowers data professionals to extract meaningful insights from complex data sets and make informed decisions. The Data Blueprint is not just a technical guide; it also explores the ethical and societal implications of data-driven technologies. Readers will gain a deeper understanding of data privacy, data security, and the responsible use of data. The book challenges readers to consider the broader impact of data on society and equips them with the knowledge and skills necessary to navigate the ethical dilemmas that arise in the digital age. As we move forward in a world increasingly shaped by data, The Data Blueprint stands as an essential guide for anyone seeking to harness the transformative power of information. With its comprehensive coverage, accessible writing style, and thought-provoking insights, this book empowers readers to become data-driven leaders and innovators, shaping a future where data fuels progress and prosperity. If you like this book, write a review!
Excel Data Analysis
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Author : Paul McFedries
language : en
Publisher: John Wiley & Sons
Release Date : 2013-07-29
Excel Data Analysis written by Paul McFedries and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-07-29 with Computers categories.
Provides instructions on using Excel to analyze data, covering such topics as creating formulas, using financial functions, organizing worksheet data, working with PivotTables, and automating with macros.
Machine Learning And Data Science Blueprints For Finance
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Author : Hariom Tatsat
language : en
Publisher: O'Reilly Media
Release Date : 2020-10-01
Machine Learning And Data Science Blueprints For Finance written by Hariom Tatsat and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-01 with Computers categories.
Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You'll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You'll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations
Blueprints Visual Scripting For Unreal Engine 5
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Author : Marcos Romero
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-05-02
Blueprints Visual Scripting For Unreal Engine 5 written by Marcos Romero and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-02 with Computers categories.
Explore the faster way to build games using UE5 Blueprints through clear visuals, step-by-step projects, and real-world workflows in this illustrated guide Key Features Design a fully functional game in UE5 without writing a single line of code Implement visual scripting to develop gameplay mechanics, UI, visual effects, VR, and artificial intelligence Deploy your game on multiple platforms and share it with the world Book DescriptionUnreal Engine's Blueprint visual scripting system enables designers to script their games and programmers to create base elements that can be extended by designers. With this book, you'll explore all the features of the Blueprint Editor, along with expert tips, shortcuts, and best practices. The book guides you through using variables, macros, and functions, and helps you learn about object-oriented programming (OOP). You'll discover the Gameplay Framework and advance to learning how Blueprint Communication allows one Blueprint to access information from another Blueprint. Later chapters focus on building a fully functional game step by step. You'll start with a basic first-person shooter (FPS) template, and each chapter will build on the prototype to create an increasingly complex and robust game experience. You'll then progress from creating basic shooting mechanics to more complex systems such as user interface elements and intelligent enemy behavior. The book demonstrates how to use arrays, maps, enums, and vector operations and introduces the elements needed for VR game development. In the final chapters, you’ll learn how to implement procedural generation and create a product configurator. By the end of this book, you'll have learned how to build a fully functional game and have the skills required to develop an entertaining experience for your audience.What you will learn Understand programming concepts in Blueprints Create prototypes and iterate new game mechanics rapidly Build user interface elements and interactive menus Use advanced Blueprint nodes to manage the complexity of a game Explore all the features of the Blueprint editor, such as the Components tab, Viewport, and Event Graph Get to grips with OOP concepts and explore the Gameplay Framework Work with virtual reality development in UE Blueprint Implement procedural generation and create a product configurator Who this book is for This book is for anyone interested in developing games or applications with UE5. Although basic knowledge of Windows OS is required, experience in programming or UE5 is not necessary.
Privacy S Blueprint
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Author : Woodrow Hartzog
language : en
Publisher:
Release Date : 2018
Privacy S Blueprint written by Woodrow Hartzog and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with LAW categories.
Every day, Internet users interact with technologies designed to undermine their privacy. Social media apps, surveillance technologies, and the Internet of things are all built in ways that make it hard to guard personal information. And the law says this is okay because it is up to users to protect themselves--even when the odds are deliberately stacked against them. In Privacy's Blueprint, Woodrow Hartzog pushes back against this state of affairs, arguing that the law should require software and hardware makers to respect privacy in the design of their products. Current legal doctrine treats technology as though it were value-neutral: only the user decides whether it functions for good or ill. But this is not so. As Hartzog explains, popular digital tools are designed to expose people and manipulate users into disclosing personal information. Against the often self-serving optimism of Silicon Valley and the inertia of tech evangelism, Hartzog contends that privacy gains will come from better rules for products, not users. The current model of regulating use fosters exploitation. Privacy's Blueprint aims to correct this by developing the theoretical underpinnings of a new kind of privacy law responsive to the way people actually perceive and use digital technologies. The law can demand encryption. It can prohibit malicious interfaces that deceive users and leave them vulnerable. It can require safeguards against abuses of biometric surveillance. It can, in short, make the technology itself worthy of our trust.--
Blueprints Visual Scripting For Unreal Engine
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Author : Marcos Romero
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-08-23
Blueprints Visual Scripting For Unreal Engine written by Marcos Romero and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-23 with Computers categories.
Publisher\'s note: This edition from 2019 is based on Unreal Engine 4 and does not make use of the most recent Unreal Engine features. A new third edition, updated for Unreal Engine 5 blueprints including new topics, such as implementing procedural generation and creating a product configurator, has now been published. Key Features Design a fully functional game in UE4 without writing a single line of code Implement visual scripting to develop gameplay mechanics, UI, visual effects, VR and artificial intelligence Deploy your game on multiple platforms and share it with the world Book DescriptionBlueprints is the visual scripting system in Unreal Engine that enables programmers to create baseline systems and can be extended by designers. This book helps you explore all the features of the Blueprint Editor and guides you through using Variables, Macros, and Functions. You’ll also learn about object-oriented programming (OOP) and discover the Gameplay Framework. In addition to this, you’ll learn how Blueprint Communication allows one Blueprint to access information from another Blueprint. Later chapters will focus on building a fully functional game using a step-by-step approach. You’ll start with a basic first-person shooter (FPS) template, and each chapter will build on the prototype to create an increasingly complex and robust game experience. You’ll then progress from creating basic shooting mechanics to more complex systems, such as user interface elements and intelligent enemy behavior. The skills you will develop using Blueprints can also be employed in other gaming genres. In the concluding chapters, the book demonstrates how to use arrays, maps, enums, and vector operations. Finally, you’ll learn how to build a basic VR game. By the end of this book, you’ll have learned how to build a fully functional game and will have the skills required to develop an entertaining experience for your audience.What you will learn Understand programming concepts in Blueprints Create prototypes and iterate new game mechanics rapidly Build user interface elements and interactive menus Use advanced Blueprint nodes to manage the complexity of a game Explore all the features of the Blueprint editor, such as the Components tab, Viewport, and Event Graph Get to grips with object-oriented programming (OOP) concepts and explore the Gameplay Framework Learn Virtual Reality development with UE Blueprint Who this book is for This book is for anyone who is interested in developing games or applications with UE4. Although basic knowledge of Windows OS is required, experience in programming or UE4 is not necessary.
Blueprints Visual Scripting For Unreal Engine
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Author : Brenden Sewell
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-07-28
Blueprints Visual Scripting For Unreal Engine written by Brenden Sewell and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-28 with Computers categories.
Blueprints Visual Scripting for Unreal Engine is a step-by-step approach to building a fully functional game, one system at a time. Starting with a basic First Person Shooter template, each chapter will extend the prototype to create an increasingly complex and robust game experience. You will progress from creating basic shooting mechanics to gradually more complex systems that will generate user interface elements and intelligent enemy behavior. Focusing on universally applicable skills, the expertise you will develop in utilizing Blueprints can translate to other types of genres. By the time you finish the book, you will have a fully functional First Person Shooter game and the skills necessary to expand on the game to develop an entertaining, memorable experience for your players. From making customizations to player movement to creating new AI and game mechanics from scratch, you will discover everything you need to know to get started with game development using Blueprints and Unreal Engine 4.
Data Modeler S Workbench
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Author : Steve Hoberman
language : en
Publisher: John Wiley & Sons
Release Date : 2002-04-22
Data Modeler S Workbench written by Steve Hoberman and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-04-22 with Computers categories.
A goldmine of valuable tools for data modelers! Data modelers render raw data-names, addresses, and salestotals, for instance-into information such as customer profiles andseasonal buying patterns that can be used for making criticalbusiness decisions. This book brings together thirty of the mosteffective tools for solving common modeling problems. The authorprovides an example of each tool and describes what it is, why itis needed, and how it is generally used to model data for bothdatabases and data warehouses, along with tips and warnings. Blanksample copies of all worksheets and checklists described areprovided in an appendix. Companion Web site features updates on the latest tools andtechniques, plus links to related sites offering automatedtools.
Blueprints For Text Analytics Using Python
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Author : Jens Albrecht
language : en
Publisher: O'Reilly Media
Release Date : 2020-12-04
Blueprints For Text Analytics Using Python written by Jens Albrecht and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-04 with Computers categories.
Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you should use and in what order. This practical book provides data scientists and developers with blueprints for best practice solutions to common tasks in text analytics and natural language processing. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler provide real-world case studies and detailed code examples in Python to help you get started quickly. Extract data from APIs and web pages Prepare textual data for statistical analysis and machine learning Use machine learning for classification, topic modeling, and summarization Explain AI models and classification results Explore and visualize semantic similarities with word embeddings Identify customer sentiment in product reviews Create a knowledge graph based on named entities and their relations