5 10 512 https://www.repository.gctu.edu.gh/files/original/a60680b7ac23166ec08edadc85ca0123.pdf da6dd8de1e45fa122bd792892688ab97 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Organizational Behavior, 19th Global Edition Creator An entity primarily responsible for making the resource Stephen P. Robbins, Timothy A. Judge Subject The topic of the resource Organizational Behavior & HR Management Publisher An entity responsible for making the resource available Pearson Date A point or period of time associated with an event in the lifecycle of the resource 2023 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://www.repository.gctu.edu.gh/files/original/464c469e59e4724e8d60b5c0d179e733.pdf 771d19d73841b9bade38f647495fe350 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate Engineering Mathematics Creator An entity primarily responsible for making the resource V.B.K. Vatti Subject The topic of the resource Mathematics Publisher An entity responsible for making the resource available Wiley Date A point or period of time associated with an event in the lifecycle of the resource 2020 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://www.repository.gctu.edu.gh/files/original/909efeb349cf02d819a5b7140d4bb623.pdf c3eb5b33f8cd6df47b39429b2f5b3b09 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Financial Management and Risk Analysis Strategies for Business Sustainability Creator An entity primarily responsible for making the resource Laura Castro-Santos, Félix Puime-Guillén Subject The topic of the resource Advances in Finance, Accounting, and Economics Publisher An entity responsible for making the resource available IGI Global Date A point or period of time associated with an event in the lifecycle of the resource 2021 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://www.repository.gctu.edu.gh/files/original/f7b0b81f9aac2ce0400bb114abf5324c.pdf 7d50fe58c1a3888f9d302b2ca8423443 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Proceedings of Eighth International Congress on Information and Communication Technology: ICICT 2023, London, Volume 4 Creator An entity primarily responsible for making the resource Xin-She Yang, R. Simon Sherratt, Nilanjan Dey, Amit Joshi Subject The topic of the resource Networks and Systems Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2023 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://www.repository.gctu.edu.gh/files/original/ad9bd422de96c7d96aaadfbe382ed8dd.pdf e03f7fb61c41359e5685417e344bf2c1 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Writing Research Papers: A Complete Guide.16th Edition Creator An entity primarily responsible for making the resource James D. Lester, James D. Lester, Jr. Subject The topic of the resource Study Skills and Research Methods Publisher An entity responsible for making the resource available Pearson Date A point or period of time associated with an event in the lifecycle of the resource 2018 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://www.repository.gctu.edu.gh/files/original/2686a436a07c063296572d5ea912cb33.pdf 71630b981196c5a1c603ff0802e6ca17 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Quantum Computing: A New Era of Computing Creator An entity primarily responsible for making the resource Kuldeep Singh Kaswan, Jagjit Singh Dhatterwal, Anupam Baliyan, Shalli Rani Subject The topic of the resource Computer Science, Engineering and Mathematics Publisher An entity responsible for making the resource available Wiley-IEEE Press Date A point or period of time associated with an event in the lifecycle of the resource 2023 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English https://www.repository.gctu.edu.gh/files/original/7051cabce2000cb824ede1c5fc4086e8.pdf 91789350e2b9ac1f9127f1fe876a1d84 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 6th Edition Creator An entity primarily responsible for making the resource John W. Creswell and J. David Creswell Subject The topic of the resource Research Method Publisher An entity responsible for making the resource available SAGE Publications Date A point or period of time associated with an event in the lifecycle of the resource 2023 Format The file format, physical medium, or dimensions of the resource pdf Language A language of the resource English Type The nature or genre of the resource Text https://www.repository.gctu.edu.gh/files/original/052f93eac371f06f5fefe09cb5b19deb.pdf e64d8fa062b41fc21a81805d79560f75 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Database Fundamentals (Mastering Database Management Series) Creator An entity primarily responsible for making the resource Theophilus Edet Subject The topic of the resource Database Management Publisher An entity responsible for making the resource available CompreQuest Books Date A point or period of time associated with an event in the lifecycle of the resource 2023 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://www.repository.gctu.edu.gh/files/original/80d61bba660dde3b43ae798862ef383a.pdf 88ede1871b0322c679e235636c28acbd Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Information-Driven Machine Learning: Data Science as an Engineering Discipline Creator An entity primarily responsible for making the resource Gerald Friedland Subject The topic of the resource Intelligence and Data Science Management Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2023 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Description An account of the resource This groundbreaking book transcends traditional machine learning approaches by introducing information measurement methodologies that revolutionize the field. Stemming from a UC Berkeley seminar on experimental design for machine learning tasks, these techniques aim to overcome the 'black box' approach of machine learning by reducing conjectures such as magic numbers (hyper-parameters) or model-type bias. Information-based machine learning enables data quality measurements, a priori task complexity estimations, and reproducible design of data science experiments. The benefits include significant size reduction, increased explainability, and enhanced resilience of models, all contributing to advancing the discipline's robustness and credibility. While bridging the gap between machine learning and disciplines such as physics, information theory, and computer engineering, this textbook maintains an accessible and comprehensive style, making complex topics digestible for a broad readership. Information-Driven Machine Learning explores the synergistic harmony among these disciplines to enhance our understanding of data science modeling. Instead of solely focusing on the "how," this text provides answers to the "why" questions that permeate the field, shedding light on the underlying principles of machine learning processes and their practical implications. By advocating for systematic methodologies grounded in fundamental principles, this book challenges industry practices that have often evolved from ideologic or profit-driven motivations. It addresses a range of topics, including deep learning, data drift, and MLOps, using fundamental principles such as entropy, capacity, and high dimensionality. Ideal for both academia and industry professionals, this textbook serves as a valuable tool for those seeking to deepen their understanding of data science as an engineering discipline. Its thought-provoking content stimulates intellectual curiosity and caters to readers who desire more than just code or ready-made formulas. The text invites readers to explore beyond conventional viewpoints, offering an alternative perspective that promotes a big-picture view for integrating theory with practice. Suitable for upper undergraduate or graduate-level courses, this book can also benefit practicing engineers and scientists in various disciplines by enhancing their understanding of modeling and improving data measurement effectively. https://www.repository.gctu.edu.gh/files/original/684e1617151109eea40847399e80fa97.pdf dac4a0ff0f1ea1530d8843d6d632838c Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Intelligence: From Secrets to Policy, 8th Edition Creator An entity primarily responsible for making the resource Mark M. Lowenthal Subject The topic of the resource Intelligence and Data Science Management Publisher An entity responsible for making the resource available CQ Press Date A point or period of time associated with an event in the lifecycle of the resource 2019 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English