Tag: Data

Machine Learning for Imbalanced Data Tackle imbalanced datasets using machine learning and deep learning techniques


Free Download Machine Learning for Imbalanced Data: Tackle imbalanced datasets using machine learning and deep learning techniques by Kumar Abhishek, Dr Mounir Abdelaziz
English | November 30, 2023 | ISBN: 1801070830 | 344 pages | PDF | 12 Mb
Take your machine learning expertise to the next level with this essential guide, utilizing libraries like imbalanced-learn, PyTorch, scikit-learn, pandas, and NumPy to maximize model performance and tackle imbalanced dataKey FeaturesUnderstand how to use modern machine learning frameworks with detailed explanations, illustrations, and code samplesLearn cutting-edge deep learning techniques to overcome data imbalanceExplore different methods for dealing with skewed data in ML and DL applicationsPurchase of the print or Kindle book includes a free eBook in the PDF formatBook Description

(more…)

Level the Curve Data-Driven Practice Management Principles to Compete in Today’s Changing Orthodontic Landscape


Free Download Level the Curve: Data-Driven Practice Management Principles to Compete in Today’s Changing Orthodontic Landscape by Dr. Jamie Reynolds, Oliver Gelles
English | April 18, 2023 | ISBN: 1642256439 | 214 pages | PDF | 6.81 Mb
A way to upgrade your orthodontic business and work less using a system that grows your practice and profits.

(more…)

Introduction to Data Science (2nd Edition)


Free Download Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
English | 2024 | ISBN: 3031489551 | 383 Pages | PDF EPUB (True) | 76 MB
This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the interdisciplinary field of data science. The coverage spans key concepts from statistics, machine/deep learning and responsible data science, useful techniques for network analysis and natural language processing, and practical applications of data science such as recommender systems or sentiment analysis.

(more…)

Intelligent Data Engineering and Automated Learning – IDEAL 2023 24th International Conference, Évora, Portugal, Novemb


Free Download Paulo Quaresma, "Intelligent Data Engineering and Automated Learning – IDEAL 2023: 24th International Conference, Évora, Portugal, Novemb"
English | ISBN: 303148231X | 2023 | 568 pages | PDF | 40 MB
This book constitutes the proceedings of the 24th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2023, held in Évora, Portugal, during November 22-24, 2023.

(more…)

Intelligent Computing on IoT 2.0, Big Data Analytics, and Block Chain Technology


Free Download Intelligent Computing on IoT 2.0, Big Data Analytics, and Block Chain Technology
English | 2024 | ISBN: 1032351233 | 418 Pages | PDF (True) | 95 MB
The book is designed as a reference text and explores the concepts and techniques of IoT, artificial intelligence (AI), and blockchain. It also discusses the possibility of applying blockchain for providing security in various domains. The specific highlight of this book is focused on the application of integrated technologies in enhancing data models, better insights and discovery, intelligent predictions, smarter finance, smart retail, global verification, transparent governance, and innovative audit systems.

(more…)

Imagining Personal Data Experiences of Self-Tracking


Free Download Vaike Fors, "Imagining Personal Data: Experiences of Self-Tracking"
English | ISBN: 1350051381 | 2019 | 176 pages | PDF | 1412 KB
Digital self-tracking devices and data have become normal elements of everyday life. Imagining Personal Data examines the implications of the rise of body monitoring and digital self-tracking for how we inhabit, experience and imagine our everyday worlds and futures. Through a focus on how it feels to live in environments where data is emergent, present and characterized by a sense of uncertainty, the authors argue for a new interdisciplinary approach to understanding the implications of self-tracking, which attends to its past, present and possible future. Building on social science approaches, the book accounts for the concerns of scholars working in design, philosophy and human-computer interaction. It problematizes the body and senses in relation to data and tracking devices, presents an accessible analytical account of the sensory and affective experiences of self-tracking, and questions the status of big data. In doing so it proposes an agenda for future research and design that puts people at its centre.

(more…)

Grokking Data Structures (MEAP V06)


Free Download Grokking Data Structures (MEAP V06)
English | 2024 | ISBN: 9781633436992 | 299 Pages | PDF EPUB | 76 MB
Data structures are vital for shaping and handling all of the data an organization processes-that’s why they show up in so many IT interviews! But you don’t need to be a math expert to understand data structures. This book will prove it. You’ll discover the most common and most useful day-to-day data structures through fun examples, engaging industry stories, and hundreds of illustrations.

(more…)