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Giáo trình, tài liệu tham khảo và tài nguyên học tập mở.
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CPSI10003 Microcomputer Applications 1 - Part 2: Microsoft Word
LueCrecy Ragan · Arkansas State University-Beebe
Có trong mục lục: 1.1.09: Graphics WordArt and SmartArt · 3.1.01: Artificial Intelligence and Microsoft Word
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Geographic Information Systems and Cartography
Adam Dastrup · Salt Lake Community College
Có trong mục lục: 1.06: Cartographic Fundamentals · 02: Spatially Representing Earth · 09: Cartographic Principles
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CPSI10003 Getting Started with Computers and Microsoft Office
LueCrecy Ragan · Arkansas State University-Beebe
LibreTexts
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CPSI10003 Microcomputer Applications 1 - Part 4: Microsoft PowerPoint
LueCrecy Ragan & Michael Hostetler · Arkansas State University-Beebe
Có trong mục lục: 1.1.08: Tables Charts Graphics and More.
![The Data Renaissance: Analyzing the Disciplinary Effects of Big Data, Artificial Intelligence, and Beyond [Revised Edition]](/api/files/covers/otl-1718.webp)
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The Data Renaissance: Analyzing the Disciplinary Effects of Big Data, Artificial Intelligence, and Beyond [Revised Edition]
J.J. Sylvia IV · ROTEL · 2024
The Data Renaissance delves into the complexities of data's role in various industries and its broader impact on society. It highlights the challenges in investigating data practices, citing examples like TikTok, where algorithms and data handling are closely guarded secrets. The content, contributed by students under the guidance of an expert, covers a wide range of topics, including the ethical aspects of generative AI in education and the workplace, and case studies reflecting real-world experiences. This evolving text, intended to be updated with each class, serves as a dynamic resource for educators and students alike, offering insights and discussion guides for an in-depth understanding of the ever-changing landscape of data in our digital age.
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Artificial Intelligence and Librarianship
Martin Frické · SoftOption · 2024
Courses on Artificial Intelligence (AI) and Librarianship in ALA-accredited Masters of Library and Information (MLIS) degrees are rare. We have all been surprised by ChatGPT and similar Large Language Models. Generative AI is an important new area for librarianship. It is also developing so rapidly that no one can really keep up. Those trying to produce AI courses for the MLIS degree need all the help they can get. This book is a gesture of support. It consists of about 100,000 words on the topic, with a 4-500 item bibliography. The third edition has changes and additions. These include: a new Chapter 6 on evaluation and the future new materials in Chapter 5 on current large language and multimodal models scattered revisions, corrections, and updates.
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Earth, Space, and Environmental Science Explorations with ArcGIS Pro
Wing Cheung · Wing Cheung
When I first started teaching Geographic Information Systems (GIS) over 15 years ago, there were only a handful of GIS tutorial books on the market. While a few of them focused on a particular theme, many of them were mainly technical publications with no unifying theme. These publications are perfect for teaching new users about basic GIS operations and continue to be invaluable to many users today. However, these publications consisted of tutorials focusing on vastly different real-world scenarios, and felt a little disjointed to integrate into a class that focuses on a specific field (e.g. Environmental Science, Geography, Urban Planning). Since then, I am happy to see that there has been a proliferation of publications that are not only focused on introducing the technology, but also provide an introduction to a specific field as well as GIS. It is with this consideration in mind that I wrote this book to not only introduce students to the tools in ArcGIS Pro, but also to provide a glimpse into some of the topics that may be covered in an introductory course in Geography, Environmental Science, or related disciplines. I aimed to achieve a balance of technical instruction and information about Earth, Space, and Environmental Sciences, to make this publication helpful for new GIS learners, as well as students who may be interested in learning about the applications of GIS in the Earth, Space, and Environmental Sciences. Before you begin with the book, please download and unzip the data for the book at https://tinyurl.com/ESESGIS. Each chapter will begin with a list of the technical objectives for the lab exercise, which is particularly useful to refer to should you need a refresher on how to perform a particular task at a later date. The list of technical objectives is followed by a short introduction that provides the context for the exercise. Subsequently, you will find the step-by-step directions for the exercises with questions embedded throughout (in yellow h
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Java with BlueJ Part 2
Ron McFadyen · Ron McFadyen · 2016
This book is Part II of a two-part set that introduces the Java programming language. The text assumes the student will be using the BlueJ development environment and provides some introductory BlueJ material. Our experience has been that BlueJ is easy to learn and provides a good programming environment for the beginner programmer.
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Inteligencia Artificial Aplicada a Procesamiento de Lenguaje Natural (NLP) con Python y Machine Learning.
Lady Mariuxi Sangacha-Tapia; Ricardo Javier Celi; Ivan Leonel Acosta-Guzmán; Eleanor Alexandra Varela-Tapia · Editorial Grupo AEA · 2024
Este libro refleja el trabajo realizado bajo investigación entre docentes investigadores con el afán de que sea útil al lector, el uso de predicciones al momento de entrenar un algoritmo clasificado de texto en procesamiento de lenguaje natural (PLN) basado en machine learning. Conformado de 4 capítulos con la utilidad para el inicio al mundo de la IA de la rama de procesamiento de lenguaje natural con Python en machine learning. El Capítulo 1 menciona conceptos y la evolución de las diferentes ramas de conocimiento que abarca la inteligencia artificial (AI), el entendimiento del NLP, machine learning, tipos de aprendizaje para resolver problemas como el supervisado, no supervisado y refuerzo. Capítulo 2 se profundiza el NLP conociendo los contenidos básicos de clasificación como: Las técnicas y diseño de LSTM, tokeización, stopword, lematización, bag of Word (part of speech tagging). Capítulo 3 es la estructuración de este capítulo el conocer las definiciones de los modelos de aprendizaje supervisado que son útiles en NLP orientado a la clasificación de texto. Capítulo 4 un caso de predicción o grado de asertividad del modelamiento de un algoritmo, la intención es demostrar la utilización de un modelo y varias técnicas aplicando NLP basado en machine learning.
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Inteligencia Artificial Aplicada con técnicas de Procesamiento de Lenguaje Natural y Machine Learning en el campo de la salud.
Eleanor Alexandra Varela-Tapia; Ivan Leonel Acosta-Guzmán; Jorge Alberto Oviedo-Peñafiel · Editorial Grupo AEA · 2024
La Inteligencia Artificial (IA), el Procesamiento del Lenguaje Natural (NLP) y el Aprendizaje Automático (ML) han jugado un papel crucial en la lucha contra la pandemia de Covid-19, proporcionando herramientas tecnológicas valiosas para el diagnóstico, seguimiento y control de la enfermedad, implementándose soluciones con IA para mitigar sus efectos. Se propone el diseño de un modelo de ML aplicando técnicas NLP en el preprocesamiento de texto para poder evaluar la eficacia del análisis de datos en conversaciones de personas contagiadas del coronavirus SARS-CoV-2. Se recopiló información de redes sociales como Twitter y Facebook, y encuestas a contagiados de Covid-19 en la Zona 8 de la provincia del Guayas. Con estos datos, se entrenó un sistema de clasificación textual utilizando los algoritmos de Soporte de Máquina Vectorial y Random Forest. El estudio resultó en una precisión del 96% en ambos modelos, demostrando su viabilidad para la creación e implementación de clasificadores de texto. Se logró mejorar el rendimiento del modelo, reduciendo las categorías con más de 200 ocurrencias, lo que resultó en una precisión más elevada sin diferencias significativas entre ambos modelos. Por último, se desarrolló un sitio web capaz de clasificar correctamente los síntomas y recomendaciones comentadas por los pacientes.
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Inteligencia Artificial
Julio Ponce; Aurora Soto; Fátima Quezada · LATIn Project · 2014
Este libro es una introducción al area de la Inteligencia Artificial y presenta algunas de las aplicaciones que puede tener en la vida real en diversos campos de aplicación, El libro esta compuesto de ocho capítulos los cuales abarcan los antededentes, algunos conceptos importantes para la resolución de problemas como es la representación de conocimiento, el planteamiento de los problemas. Asimismo se menciona la teoría de agentes por un lado y por otro lo que es el aprendizaje computacional. Otra area que se aborta es la computación evolutivo y los algoritmos bioinspirados para la resolución de problemas, dandole enfasis a los problemas de optimizacion. Por ultimo se menciona una nueva tendencia en el area de las ciencias computacionales como es el uso de las GPUs para trabajar de una manera mas rapida al realizar el procesamiento en paralelo.
Manga Studio 5 Beginner's Guide
Michael Rhodes · Packt Publishing · 2014
Sách hướng dẫn dành cho người mới bắt đầu sử dụng Manga Studio 5, tập trung vào thực hành các công cụ và kỹ thuật để sáng tạo, vẽ và phát triển tác phẩm truyện tranh kỹ thuật số.
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Introduction to Computer Graphics
David J. Eck · Hobart and William Smith Colleges
Introduction to Computer Graphics covers the fundamentals of computer graphics and computer graphics programming. This book is meant for use as a textbook in a one-semester course that would typically be taken by undergraduate computer science majors in their third or fourth year of college.
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The Missing Link - An Introduction to Web Development
Michael Mendez · SUNY Fredonia
Web development is an evolving amalgamation of languages that work in concert to receive, modify, and deliver information between parties using the Internet as a mechanism of delivery. While it is easy to describe conceptually, implementation is accompanied by an overwhelming variety of languages, platforms, templates, frameworks, guidelines, and standards. Navigating a project from concept to completion often requires more than mastery of one or two complementing languages.
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Introduction to Programming with C++
Jin He · Fresno City College
As part of OER project funded by Fresno City College OER Award Program, this book was created based on CSCI 40 course curriculum at Fresno City College, which was aligned to CID course descriptions of Comp 112 and Comp 122. The book can be used for the first semester of computer programming courses. It uses C++ as a vehicle to convey the basis concepts in computer programming. It focuses on programming logic, structure, and methodology. It covers the programming fundamentals such as variables an
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Principles of Computer System Design
Jerome H. Saltzer & M. Frans Kaashoek · Massachusetts Institute of Technology
Principles of Computer System Design: An Introduction is published in two parts. Part I, containing chapters 1-6, is a traditional printed textbook published by Morgan Kaufman, an imprint of Elsevier. Part II, containing chapters 7-11, is available here as an open educational resource.
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Answering Questions with Data - Introductory Statistics for Psychology Students
Matthew J. C. Crump · Brooklyn College of CUNY
Có trong mục lục: 1.13: Confounds Artifacts and other Threats to Validity · 8.02: Partioning the Sums of Squares
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Eloquent JavaScript
Marijn Haverbeke · LibreTexts
Có trong mục lục: Part 1: Language · Part 2: Browser · 19: Project - A Pixel Art Editor
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Social Data Analysis: Qualitative and Quantitative Approaches
Mikaila Mariel Lemonik Arthur and Roger Clark · Rhode Islange College
Có trong mục lục: 3.01: Quantitative Analysis with SPSS- Getting Started
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Writing Spaces - Web Writing Style Guide
Matt Barton, James Kalmbach, & Charles Lowe et al. · LibreTexts
The Writing Spaces Web Writing Style Guide was created as a crowdsourcing project of Collaborvention 2011: A Computers and Writing Unconference. College writing teachers from around the web joined together to create this guide. The advice within it is based on contemporary theories and best practices. While the text was originally written for students in undergraduate writing classes, it can also be a suitable resource for other writers interested in learning more about writing for the web.