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    Machine Learning & Deep Learning : Python Practical Hands-on

    Posted By: Sigha
    Machine Learning & Deep Learning : Python Practical Hands-on

    Machine Learning & Deep Learning : Python Practical Hands-on
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English (UK) | Size: 4.80 GB | Duration: 10h 51m

    Master machine learning and data science with a practical, hands-on approach using Python. This course teaches you how to analyze data, build predictive models, and apply machine learning techniques to real-world problems using industry-standard tools and workflows.

    How Zoologists Organize Things: The Art of Classification

    Posted By: roxul
    How Zoologists Organize Things: The Art of Classification

    David Bainbridge, "How Zoologists Organize Things: The Art of Classification"
    English | ISBN: 0711252262 | 2020 | 256 pages | AZW3 | 18 MB

    Pharmacological Classification of Drugs with Doses and Preparations

    Posted By: roxul
    Pharmacological Classification of Drugs with Doses and Preparations

    KD Tripathi, "Pharmacological Classification of Drugs with Doses and Preparations"
    English | ISBN: 9352706897 | 2019 | 258 pages | PDF | 14 MB

    The Classification of Finite Simple Groups Volume 1: Groups of Noncharacteristic 2 Type

    Posted By: AvaxGenius
    The Classification of Finite Simple Groups Volume 1: Groups of Noncharacteristic 2 Type

    The Classification of Finite Simple Groups Volume 1: Groups of Noncharacteristic 2 Type by Daniel Gorenstein
    English | PDF | 1983 | 493 Pages | ISBN : 0306413051 | 37.7 MB

    Never before in the history of mathematics has there been an individual theorem whose proof has required 10,000 journal pages of closely reasoned argument. Who could read such a proof, let alone communicate it to others? But the classification of all finite simple groups is such a theorem-its complete proof, developed over a 30-year period by about 100 group theorists, is the union of some 500 journal articles covering approximately 10,000 printed pages. How then is one who has lived through it all to convey the richness and variety of this monumental achievement? Yet such an attempt must be made, for without the existence of a coherent exposition of the total proof, there is a very real danger that it will gradually become lost to the living world of mathematics, buried within the dusty pages of forgotten journals. For it is almost impossible for the uninitiated to find the way through the tangled proof without an experienced guide; even the 500 papers themselves require careful selection from among some 2,000 articles on simple group theory, which together include often attractive byways, but which serve only to delay the journey.

    Data Analysis and Decision Support (Repost)

    Posted By: AvaxGenius
    Data Analysis and Decision Support (Repost)

    Data Analysis and Decision Support by Daniel Baier (Chair of Marketing and Innovation Management), Reinhold Decker (Chair of Marketing), Lars Schmidt-Thieme
    English | PDF | 2005 | 361 Pages | ISBN : 3540260072 | 27.2 MB

    It is a great privilege and pleasure to write a foreword for a book honor­ ing Wolfgang Gaul on the occasion of his sixtieth birthday. Wolfgang Gaul is currently Professor of Business Administration and Management Science and the Head of the Institute of Decision Theory and Management Science, Faculty of Economics, University of Karlsruhe (TH), Germany. He is, by any measure, one of the most distinguished and eminent scholars in the world today. Wolfgang Gaul has been instrumental in numerous leading research initia­ tives and has achieved an unprecedented level of success in facilitating com­ munication among researchers in diverse disciplines from around the world. A particularly remarkable and unique aspect of his work is that he has been a leading scholar in such diverse areas of research as graph theory and net­ work models, reliability theory, stochastic optimization, operations research, probability theory, sampling theory, cluster analysis, scaling and multivariate data analysis. His activities have been directed not only at these and other theoretical topics, but also at applications of statistical and mathematical tools to a multitude of important problems in computer science (e.g., w- mining), business research (e.g., market segmentation), management science (e.g., decision support systems) and behavioral sciences (e.g., preference mea­ surement and data mining). All of his endeavors have been accomplished at the highest level of professional excellence.

    Supplement to NANDA International Nursing Diagnoses: Definitions and Classification, 2018–2020

    Posted By: roxul
    Supplement to NANDA International Nursing Diagnoses: Definitions and Classification, 2018–2020

    T. Heather Herdman, "Supplement to NANDA International Nursing Diagnoses: Definitions and Classification, 2018–2020 "
    English | ISBN: 1684202051 | 2019 | 88 pages | EPUB | 5 MB

    Neuroradiology of Brain Tumors: Practical Guide based on the 5th Edition of WHO Classification

    Posted By: roxul
    Neuroradiology of Brain Tumors: Practical Guide based on the 5th Edition of WHO Classification

    Fabio Maria Triulzi, "Neuroradiology of Brain Tumors: Practical Guide based on the 5th Edition of WHO Classification"
    English | ISBN: 3031381521 | 2023 | 256 pages | EPUB | 249 MB

    Pattern Recognition and Computer Vision (Repost)

    Posted By: AvaxGenius
    Pattern Recognition and Computer Vision (Repost)

    Pattern Recognition and Computer Vision: First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part I by Jian-Huang Lai, Cheng-Lin Liu, Xilin Chen, Jie Zhou, Tieniu Tan, Nanning Zheng, Hongbin Zha
    English | PDF | 2018 | 603 Pages | ISBN : 303003397X | 121.8 MB

    The four-volume set LNCS 11256, 11257, 11258, and 11259 constitutes the refereed proceedings of the First Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2018, held in Guangzhou, China, in November 2018.

    Psychiatric Diagnosis and Classification

    Posted By: roxul
    Psychiatric Diagnosis and Classification

    Mario Maj, "Psychiatric Diagnosis and Classification "
    English | ISBN: 0471496812 | 2002 | 294 pages | AZW3, MOBI | 774 KB + 765 KB

    Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks

    Posted By: AvaxGenius
    Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks

    Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks by Patricia Melin , Martha Ramirez , Oscar Castillo
    English | PDF EPUB (True) | 2024 | 82 Pages | ISBN : 3031711009 | 9.5 MB

    This book provides a new model for clustering, classification, and time series prediction by using artificial neural networks to computationally simulate the behavior of the cognitive functions of the brain is presented. This model focuses on the study of intelligent hybrid neural systems and their use in time series analysis and decision support systems. Therefore, through the development of eight case studies, multiple time series related to the following problems are analyzed: traffic accidents, air quality and multiple global indicators (energy consumption, birth rate, mortality rate, population growth, inflation, unemployment, sustainable development, and quality of life). The main contribution consists of a Generalized Type-2 fuzzy integration of multiple indicators (time series) using both supervised and unsupervised neural networks and a set of Type-1, Interval Type-2, and Generalized Type-2 fuzzy systems. The obtained results show the advantages of the proposed model of Generalized Type-2 fuzzy integration of multiple time series attributes. This book is intended to be a reference for scientists and engineers interested in applying type-2 fuzzy logic techniques for solving problems in classification and prediction. We consider that this book can also be used to get novel ideas for new lines of research, or to continue the lines of research proposed by the authors of the book.

    COLOURED - How Classification Became Culture

    Posted By: roxul
    COLOURED - How Classification Became Culture

    Tessa Dooms, "COLOURED - How Classification Became Culture"
    English | ISBN: 1776191498 | 2023 | 210 pages | EPUB | 2 MB

    Discourse and the Construction of Society: Comparative Studies of Myth, Ritual, and Classification Ed 2

    Posted By: roxul
    Discourse and the Construction of Society: Comparative Studies of Myth, Ritual, and Classification Ed 2

    Bruce Lincoln, "Discourse and the Construction of Society: Comparative Studies of Myth, Ritual, and Classification Ed 2"
    English | ISBN: 0199372365 | 2014 | 302 pages | EPUB, PDF | 8 MB + 24 MB

    COMPSTAT 2004 - Proceedings in Computational Statistics

    Posted By: AvaxGenius
    COMPSTAT 2004 - Proceedings in Computational Statistics

    COMPSTAT 2004 - Proceedings in Computational Statistics: 16th Symposium Held in Prague, Czech Republic, 2004 by Jaromir Antoch
    English | PDF | 2004 | 578 Pages | ISBN : 3790815543 | 67.3 MB

    Statistical computing provides the link between statistical theory and applied statistics. As at previous COMPSTAT volumes, the content of the book covers all aspects of this link, from the development and implementation of new statistical ideas to user experiences and software evaluation. The proceedings should appeal to anyone working in statistics and using computers, whether in universities, industrial companies, government agencies, research institutes or as software developers.

    Advances in Knowledge Discovery and Management: Volume 10

    Posted By: AvaxGenius
    Advances in Knowledge Discovery and Management: Volume 10

    Advances in Knowledge Discovery and Management: Volume 10 by Rakia Jaziri, Arnaud Martin, Antoine Cornuéjols, Etienne Cuvelier, Fabrice Guillet
    English | PDF EPUB (True) | 2024 | 140 Pages | ISBN : 3031404025 | 18.5 MB

    This book comprises a distinguished collection of cutting-edge scientific contributions. Encompassing a wide range of subjects, it delves into machine learning, data mining, text analysis, data visualization, knowledge management, and more. The included articles are expanded versions of carefully selected top papers that were originally presented at the EGC’2020 conferences held in Paris (France, January 27-31, 2020). It is intended for researchers interested in these fields, including PhD and MSc students, and researchers from public or private laboratories. These extended versions underwent an additional peer-review process, building upon the already accepted long-format papers from the conference. The selection of long and short papers for the conference itself followed a rigorous double-blind peer-review process, evaluating numerous submissions (with a long paper acceptance rate of approximately 25%). For more details about the EGC society, please consult egc.asso.fr.

    Advances in Communication and Applications

    Posted By: AvaxGenius
    Advances in Communication and Applications

    Advances in Communication and Applications: Proceedings of ERCICA 2023, Volume 2 by N. R. Shetty, N. H. Prasad, H. C. Nagara
    English | EPUB (True) | 2024 | 584 Pages | ISBN : 9819976324 | 128.4 MB

    This book presents the proceedings of the International Conference on Emerging Research in Computing, Information, Communication and Applications (ERCICA) 2023. The conference provides an interdisciplinary forum for researchers, professional engineers and scientists, educators and technologists to discuss, debate and promote research and technology in the upcoming areas of computing, information, communication and their applications. Some of the topics include the Internet of Things (IoT), wireless communications, image and video processing, parallel and distributed computing, and smart grid applications, among others. The book discusses these emerging research areas, providing a valuable resource for researchers and practicing engineers alike.
    Science Novel Design Discrete Wavelet Transform Wavelets Mathematical Preliminaries Haar Wavelet Methodology Data Collection Python Intelligent Camera Raspberry Algorithms Advanced Algorithms Motivation Haar Cascade Algorithm Cascade Algorithm machine learning Canny Edge Detection Driving Motor Analysis Result Analysis Routing AES Algorithm Power Analysis Power Circuit Components Quantum Gates Circuit Diagram Circuit Simulation Qiskit Qiskit Simulation Data Description Data Extraction Social Network Social Network Measures Visualizing IoT Smart Agriculture COVID-19 Low-Light Images Skin Cancer Detection Deep Learning Metadata Neural Networks Google Net ResNet DDoS DDoS Attacks Cloud Environment Credit Card Fraud Credit Card Fraud Analysis Fraud Analysis Ml Algorithms Logistic Regression KNN Decision Tree Control PID Data Analysis Classification Optimal Solution Deep Learning Techniques Embedded Devices Data Security Cloud Data Security Blockchain Encryption Cloud Computing RSA Algorithm Model Design