1.065 hasil untuk machine learning
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Neural Cyber-Resilience: Deep Learning for Threat Detection and Critical Infrastructure Defense by Aravind Kumar Karpoorapu
…and previously unseen attacks. Neural Cyber-Resilience: Deep Learning for Threat Detection and Critical Infrastructure Defense has been developed to provide a comprehensive perspective on the role of artificial intelligence and deep learning in addressing these evolving cybersecurity challenges…
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Deep Reinforcement Learning hands-On BY Dr.B.Sathya Bama,Dr. Raveena Selvanarayanan,,Dr. Tamilvizhi T. ,Dr. A. Anitha
The emergence of Deep Reinforcement Learning (DRL) has revolutionized the landscape of Artificial Intelligence by bridging the gap between human-like decision-making and autonomous machine intelligence. This book, *“Deep Reinforcement Learning Hands-On,”* has been conceived and collaboratively…
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Explainable Artificial Intelligence (XAI): An Introduction
…Inference, Explainable Artificial Intelligence (XAI), and Reinforcement Learning, expanding the reader’s understanding of how to uncover cause–effect relationships, interpret complex models, and learn optimal policies through interaction and reward. The series culminates with Data Visualization…
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Predictive Modeling of Soil Types and Their Characteristics - university textbook
The textbook is a practical guide to predictive mapping of soil types and properties in R. It bridges digital soil mapping theory with hands-on practice, covering the full workflow from data acquisition and preprocessing to validation and uncertainty quantification. Early chapters introduce the…
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Dimensionality Reduction: PCA and t-SNE (in Hebrew)
A Hebrew-language textbook on dimensionality reduction: the mathematics of principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), their comparison and practical applications, with Python examples. Language: Hebrew. Licensed under CC BY-NC-ND 4.0.
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Formatives Assessment auf Basis von maschinellem Lernen. Eine Studie über automatisiertes Feedback zu Concept Maps aus dem Bereich Mechanik
…Basierend auf den Propositionen und den Bewertungen wurden mehrere Machine-Learning-Modelle zur automatischen Auswertung der Propositionen entwickelt, die eine hohe Übereinstimmung mit den menschlichen Bewertungen aufwiesen. In der Folge wurde ein Feedback-Tool entwickelt, welches Lehrkräften und…
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Modern Dimension Reduction
Replication code for my book, "Modern Dimension Reduction," currently under contract and accepted at Cambridge University Press.
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Proceedings of the 1st Workshop on Human-Centric Music Information Research Systems
Technology and music have a centuries old history of coexistence: from luthiers to music information research. The emergence of machine learning for artificial intelligence in music technology has the potential to change the way music is experienced, learned, played and listened. This raises…
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The cost of assuming nothing: Inductive bias in deep learning, from first principles to the life sciences
This text introduces neural networks and modern deep learning from first principles. It is written for scientists, particularly in the life sciences, who have begun to encounter these methods in their own work, either to use them or to read the papers that do, and who would rather understand what…
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Python programming for Data Scientists
…graphical and chart visualization, statistical modeling, text mining and machine learning algorithms. The book uses popular libraries of Python like matplotlib, sciket-learn and numpy, to perform graphical and machine learning related tasks. Users are encouraged to refer to the author’s book on…
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Foundations of Artificial Intelligence in Dentistry: Concepts, Evidence Landscape and a Segment-Based Framework
…defines the vocabulary used throughout the book (artificial intelligence, machine learning, deep learning, convolutional neural networks and large language models), explains how dental AI models are built, trained and evaluated, and introduces the main performance metrics that clinicians must be…
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Interdisciplinary Innovations for Sustainable Development: Technology, Society, and Beyond
…Hazeen Fathima Chapter 20 : AI IN EDUCATION: A STEP TOWARDS SUSTAINABLE LEARNING - Dr. Nandini K K
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Linear Discriminant Analysis: From Advanced Theory to Breakthrough Applications in Dimensionality Reduction and Classification (in Hebrew)
…(including the crabs dataset), limitations, and the connection to deep learning (LDA on BERT embeddings, Deep LDA, metric learning and spectral methods), with mathematical proofs and full Python code. Language: Hebrew. Licensed under CC BY-NC-ND 4.0.
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A Nova Lógica da Pesquisa: Inteligência Artificial e a Construção do Texto Científico
“A Nova Lógica da Pesquisa” é um convite para repensar a forma como produzimos conhecimento na era da Inteligência Artificial. Josenilson Calazans de Souza mostra que as máquinas não vieram substituir o pesquisador, mas ampliar sua capacidade criativa, analítica e ética. Em linguagem acessível e…
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Business Intelligence: An overview
Business organizations develop strategies and set targets which focus on maximizing profit, reduce cost, improving customer satisfaction & retention and operational performance. In order to achieve the set targets, organizations need to continuously monitor status of organizational performance…
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The Rise of Artificial Intelligence (AI): A Guide to the Basics and Beyond (Academic Edition)
This work is an academic version of the book “The Rise of Artificial Intelligence (AI): A Guide to the Basics and Beyond.” The commercial edition is published via Amazon Kindle Direct Publishing. This version is provided for research, citation, and academic reference.
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Vectors of meaning: A mathematical journey into transformers
A math-first introduction to transformer architecture. Starting from foundational linear algebra, calculus, and probability, this book builds up to complete transformer equations with explicit forward and backward propagation, every gradient computed, every dimension specified. The book progresses…
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Data Analytics for Chemical Engineers
Read this edition online: https://dsci-gt.github.io/DA4CHE/v2026.08/ An open course book on data science methods for chemical engineers, covering numerical methods, regression, classification, data management, exploratory data analysis, and advanced topics including time series and neural networks…
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Arificial Intelligence in Dentistry
Artificial intelligence is no longer a promise for the distant future of dentistry. It already reads radiographs, proposes implant positions, designs crowns, monitors aligner patients from their smartphones, grades student essays and drafts clinical notes. Every dentist, educator and health manager…
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