1.065 hasil untuk machine learning
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From Linear Regression to Deep Learning
In the rapidly evolving field of data science and machine learning, Linear Regression remains one of the most foundational and widely applied statistical modeling techniques. Despite the emergence of advanced algorithms and deep learning architectures, linear regression continues to serve as the…
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Deep Learning with Artificial Neural Networks
The field of artificial intelligence (AI) continues to evolve rapidly, with deep learning and neural networks playing a central role in many of its most impressive breakthroughs. From image recognition to natural language processing and beyond, these technologies have re-shaped how machines learn…
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Deep Learning in Natural Language Processing
…Computer Science, Linguistics, Artificial Intelligence, and Deep Learning. It elucidates NLP's core function in enabling computers to comprehend, analyze, manipulate, and interpret human languages, highlighting diverse applications such as sentiment analysis, machine translation, chatbots, and…
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Deep Learning Models and its application: An overview with the help of R software
Deep Learning Models and its application: An overview with the help of R software Preface Deep learning models are widely used in different fields due to its capability to handle large and complex datasets and produce the desired results with more accuracy at a greater speed. In Deep learning…
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No Fairness without Awareness. Toegepast onderzoek naar kansengelijkheid in het hoger onderwijs. Intreerede lectoraat Learning Technology & Analytics.
…in het bevorderen van sociale rechtvaardigheid. Vanuit zijn lectoraat Learning Technology & Analytics aan De Haagse Hogeschool voert Bakker onderzoek uit naar kansengelijkheid voor verschillende studentengroepen, waarbij hij voorspelmodellen en studiedata gebruikt om eventuele structurele…
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Architecting Intelligence: Artificial Intelligence and Deep Learning
Architecting Intelligence: Artificial Intelligence and Deep Learning presents a comprehensive academic overview of Artificial Intelligence and Deep Learning, focusing on their concepts, methodologies, applications, and emerging developments. The book is designed to provide readers with a structured…
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ADVANCED DEEP LEARNING AND NEURAL NETWORKS
The rapid advancement of Artificial Intelligence (AI) has transformed the way we solve complex problems across industries, with Deep Learning and Neural Networks emerging as the foundation of many intelligent systems. From computer vision and natural language processing to healthcare, finance…
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200 Questions About Transfer Learning and Transformers
The field of artificial intelligence (AI) is evolving at an unprecedented pace, with transfer learning and transformer-based models now forming the backbone of many state-of-the-art systems. This book, 200 Questions About Transfer Learning and Transformers , is written to help learners…
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Machine translation for everyone: Empowering users in the age of artificial intelligence
Language learning and translation have always been complementary pillars of multilingualism in the European Union. Both have been affected by the increasing availability of machine translation (MT): language learners now make use of free online MT to help them both understand and produce texts in a…
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Artificial Intelligence, Machine Leaming and Data Science: Research Perspectives and Emerging Applications
Artificial Intelligence (AI), Machine Learning (ML), and Data Science have emerged as transformative fields that are reshaping research, industry, and society. The rapid advancement of intelligent algorithms, computational technologies, and data-driven methodologies has created new opportunities…
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No Fairness without Awareness. Applied Research into Equity in Higher Education. Inaugural Address upon Appointment as Professor of Learning Technology & Analytics
In his inaugural address, Theo C. Bakker, PhD, discusses equity in higher education and the role of data analysis in promoting social justice. From his Research Group for Learning Technology & Analytics at The Hague University of Applied Sciences, Bakker conducts research on equity across different…
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Discovering the ancient Egyptian hieroglyphs with Deep Learning
Advances in Artificial Intelligence (AI), especially in Machine and in the Deep learning fields, present for the first time an opportunity to build tools to support archeologists to unveil the real complexity of some of the world’s most interesting and enigmatic challenges in archeology: the…
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Deep Learning Models explored with help of Python Programming
This is the second book in Deep Learning models series by the author. Deep learning models are widely used in different fields due to its capability to handle large and complex datasets and produce the desired results with more accuracy at a greater speed. In Deep learning models, features are…
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Introduction to Engineering (Course Book)
…also intends to provide a set of practical artificial intelligence and machine learning skills to help the students to work as a data scientist and provide potential solutions to the data engineering problems. This course is mainly for the third year foreign undergraduate students in East China…
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Bayes, Artificial Intelligence, and Deep Learning: Foundations of Data Science
Modern AI rests on one principle: learning from data under uncertainty. This book builds that principle from the ground up, from Bayes' rule and decision theory to the transformers behind today's large language models. Three parts follow the way the ideas developed. Bayesian learning covers…
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DEEP LEARNING AND AI WITH PYTHON: THE NEXT-GEN REVOLUTION
Welcome to a thrilling journey through the world of Artificial Intelligence (AI) and Machine Learning (ML), two of the most transformative technologies of our time, and the versatile programming language that powers them – Python. This book is your entry point to understanding how Python has become…
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Artificial Intelligence
…strategies. It then progresses into advanced topics including machine learning, deep learning, neural networks, and natural language processing (NLP). Special emphasis is placed on real-world relevance through chapters on AI in healthcare, autonomous systems, robotics, creative industries, and…
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Proceedings of the 2nd International Workshop on Learning to Quantify (LQ 2022)
The 2nd International Workshop on Learning to Quantify (LQ 2022 – https: //lq-2022.github.io/) was held in Grenoble, FR, on September 23, 2022, as a satellite workshop of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2022)…
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Inteligência Artificial - Aprendizagem de Máquina (modelos preditivos e suas aplicações práticas em Python)
Vivemos em uma era impulsionada por dados e decisões inteligentes, e o Machine Learning — ou Aprendizado de Máquina — está no centro dessa transformação. Esta tecnologia tem revolucionado diversos setores ao permitir que sistemas aprendam com os dados e tomem decisões com mínima intervenção humana…
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Augmented Analytics
…methods. Augmented Analytics is the use of Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP) to automate manual data preparation, analyzing the data and draw inferences and conclusion for faster decision making. According to Gartner Augmented analytics is…
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