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eBooks Traitement des données

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  • Advances of Machine Learning for Knowledge Mining in Electronic Health Records

    The book explores the application of cutting-edge machine learning and deep learning algorithms in mining Electronic Health Records (EHR). With the aim of improving patient health management, this book explains the structure of EHR consisting of demographics, medical history, and diagnosis, with a focus on the design and representation of structured, semi-structured, and unstructured data.Explains ... En savoir plus

    203,95 €

  • New Developments in Unsupervised Outlier Detection

    Algorithms and Applications

    Collection series Intelligent Technologies and Robotics (R0)
    This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general; distance-based and ... En savoir plus

    169,59 €

  • Natural Language Processing with PyTorch

    Build Intelligent Language Applications Using Deep Learning

    Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply these methods using PyTorch, a Python-based deep learning library.Authors Delip Rao and Brian McMahon ... En savoir plus

    29,03 €

  • Practical Machine Learning: A New Look at Anomaly Detection

    Finding Data Anomalies You Didn't Know to Look ForAnomaly detection is the detective work of machine learning: finding the unusual, catching the fraud, discovering strange activity in large and complex datasets. But, unlike Sherlock Holmes, you may not know what the puzzle is, much less what “suspects” you’re looking for. This O’Reilly report uses practical examples to explain how the underlying ... En savoir plus

    13,03 €

  • Dataproc Cookbook

    Running Spark and Hadoop Workloads in Google Cloud

    Want to build big data solutions in Google Cloud? Dataproc Cookbook is your hands-on guide to mastering Dataproc and the essential GCP fundamentals—like networking, security, monitoring, and cost optimization--that apply across Google Cloud services. Learn practical skills that not only fast-track your Dataproc expertise, but also help you succeed with a wide range of GCP technologies.Written by ... En savoir plus

    47,37 €

  • La formattazione condizionale in Excel - Collana "I Quaderni di Excel Academy" Vol. 1

    par Excel Academy ...
    Collection Livre 1 - I Quaderni di Excel Academy
    Molto spesso nella redazione di report o di modelli di business in Excel, può essere necessario evidenziare determinate celle che abbiano uno specifico valore; in questo caso ci può venire in aiuto la Formattazione condizionale.La formattazione condizionale ti aiuterà ad evidenziare in maniera molto rapida, intuitiva ed automatica i contenuti presenti nelle celle che soddisfano specifiche ... En savoir plus

    5,49 € ou Gratuit avec Kobo Plus

  • Java Data Analysis

    Data mining, big data analysis, NoSQL, and data visualization

    par John R. Hubbard ...
    Get the most out of the popular Java libraries and tools to perform efficient data analysisKey FeaturesGet your basics right for data analysis with Java and make sense of your data through effective visualizations.Use various Java APIs and tools such as Rapidminer and WEKA for effective data analysis and machine learning.This is your companion to understanding and implementing a solid data ... En savoir plus

    37,09 € ou Gratuit avec Kobo Plus

  • Pandas 1.x Cookbook

    Practical recipes for scientific computing, time series analysis, and exploratory data analysis using Python

    Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for ... En savoir plus

    54,05 € ou Gratuit avec Kobo Plus

  • GeoAI and its Role in Planetary Health

    par ABHIJEET SARKAR ...
    ***"GeoAI and its Role in Planetary Health"***is an essential read for anyone passionate about leveraging technology for environmental stewardship. Written by Abhijeet Sarkar, this comprehensive book provides a deep dive into the rapidly evolving field of Geographic Artificial Intelligence (GeoAI) and its application in monitoring and protecting Earth's ecosystems.The book covers a broad spectrum ... En savoir plus

    2,99 €

  • Mastering MLOps Architecture: From Code to Deployment

    Manage the production cycle of continual learning ML models with MLOps (English Edition)

    par Raman Jhajj ...
    MLOps, a combination of DevOps, data engineering, and machine learning, is crucial for delivering high-quality machine learning results due to the dynamic nature of machine learning data. This book delves into MLOps, covering its core concepts, components, and architecture, demonstrating how MLOps fosters robust and continuously improving machine learning systems.By covering the end-to-end machine ... En savoir plus

    13,13 € ou Gratuit avec Kobo Plus

  • Accumulo

    Application Development, Table Design, and Best Practices

    Get up to speed on Apache Accumulo, the flexible, high-performance key/value store created by the National Security Agency (NSA) and based on Google’s BigTable data storage system. Written by former NSA team members, this comprehensive tutorial and reference covers Accumulo architecture, application development, table design, and cell-level security.With clear information on system administration, ... En savoir plus

    29,46 €

  • Advances in Intelligent Networking and Collaborative Systems

    The 11th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2019)

    Collection series Springer Nature Proceedings excluding Computer Science
    This book presents the latest innovative research findings, methods, and development techniques related to intelligent social networks and collaborative systems, intelligent networking systems, mobile collaborative systems, and secure intelligent cloud systems. Offering both theoretical and practical perspectives, it also reveals synergies among various paradigms in the multi-disciplinary field of ... En savoir plus

    232,14 €

  • Machine Learning Automation with TPOT

    Build, validate, and deploy fully automated machine learning models with Python

    par Dario Radečić ...
    Discover how TPOT can be used to handle automation in machine learning and explore the different types of tasks that TPOT can automateKey FeaturesUnderstand parallelism and how to achieve it in Python.Learn how to use neurons, layers, and activation functions and structure an artificial neural network.Tune TPOT models to ensure optimum performance on previously unseen data.Book DescriptionThe ... En savoir plus

    29,67 € ou Gratuit avec Kobo Plus

  • Getting Started with Big Data Query using Apache Impala

    par Agus Kurniawan ...
    This book is designed for anyone who learns how to get started with Apache Impala. The book covers SQL queries and data manipulation for Apache Impala. The following is a list of highlight topics:Introduction to Apache ImpalaWorking with Apache Impala ShellSQL Querying with Apache Hue and Apache ImpalaLoading Dataset to Apache ImpalaBasic SQL Query for Apache ImpalaJoining Query and Subquery on ... En savoir plus

    2,80 €

  • The Data Wrangling Workshop

    Create your own actionable insights using data from multiple raw sources

    A beginner's guide to simplifying Extract, Transform, Load (ETL) processes with the help of hands-on tips, tricks, and best practices, in a fun and interactive wayKey FeaturesExplore data wrangling with the help of real-world examples and business use casesStudy various ways to extract the most value from your data in minimal timeBoost your knowledge with bonus topics, such as random data ... En savoir plus

    26,49 € ou Gratuit avec Kobo Plus

  • Flow Modelling and Control in Pipeline Systems

    A Formal Systematic Approach

    Collection series Engineering (R0)
    This book introduces novel methods for leak and blockage detection in pipelines. The leak happens as a result of ageing pipelines or extreme pressure forced by operational error or valve rapid variation. Many factors influence blockage formation in pipes like wax deposition that leads to the formation and eventual growth of solid layers and deposition of suspended solid particles in the fluids. In ... En savoir plus

    95,39 €

  • Implementing Analytics

    A Blueprint for Design, Development, and Adoption

    par Nauman Sheikh ...
    Collection series The Morgan Kaufmann Series on Business Intelligence
    Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi ... En savoir plus

    34,95 €

  • Regression Analysis with Python

    Discover everything you need to know about the art of regression analysis with Python, and change how you view data

    Learn the art of regression analysis with PythonKey Features\[\*\] Become competent at implementing regression analysis in Python\[\*\] Solve some of the complex data science problems related to predicting outcomes\[\*\] Get to grips with various types of regression for effective data analysisBook DescriptionRegression is the process of learning relationships between inputs and continuous outputs ... En savoir plus

    32,85 € ou Gratuit avec Kobo Plus

  • Computer Vision and Edge Computing Technologies for the Drone Industry

    Computer vision powers critical functions like object detection, classification, and tracking while the drone is airborne. Without computer vision, drones would be unable to autonomously recognize and respond to features like buildings, trees, and diverse terrains. Advances in computer vision enable drones to effectively perform surveillance and security tasks. They analyze visual data to identify ... En savoir plus

    187,61 €

  • Deep Learning Techniques and Optimization Strategies in Big Data Analytics

    Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on the various applications and techniques of deep learning in the field of ... En savoir plus

    233,19 €

  • Intelligent Decision Technologies

    Proceedings of the 15th KES-IDT 2023 Conference

    Collection series Springer Nature Proceedings excluding Computer Science
    This book gathers selected papers from the KES-IDT 2023 Conference, held in Rome, Italy, on June 14–16, 2023. The book presents and discusses the latest research results and generates new ideas in the field of intelligent decision-making. The range of topics discussed is classification, prediction, data analysis, big data, data science, decision support, knowledge engineering and modeling in ... En savoir plus

    391,14 €

  • Beyond Intelligence: Exploring the Boundaries of Human and Machine Minds

    par NIBEDITA Sahu ...
    Explore the depths of the human mind and the changing capacities of robots on this fascinating voyage. We explore the complex operations of the human brain and the promise of artificial intelligence in this stimulating investigation. Learn about the significant consequences of collaboration between humans and machines, the mysteries of human cognition, and the emergence of intelligent machines. ... En savoir plus

    3,99 € ou Gratuit avec Kobo Plus

  • Building Data Streaming Applications with Apache Kafka

    Design, develop and streamline applications using Apache Kafka, Storm, Heron and Spark

    Design and administer fast, reliable enterprise messaging systems with Apache KafkaKey Features\[\*\]Build efficient real-time streaming applications in Apache Kafka to process data streams of data\[\*\]Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers\[\*\]A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in ... En savoir plus

    32,85 € ou Gratuit avec Kobo Plus

  • In-Memory Analytics with Apache Arrow

    Accelerate data analytics for efficient processing of flat and hierarchical data structures

    par Matthew Topol ...
    Harness the power of Apache Arrow to optimize tabular data processing and develop robust, high-performance data systems with its standardized, language-independent columnar memory formatKey FeaturesExplore Apache Arrow's data types and integration with pandas, Polars, and ParquetWork with Arrow libraries such as Flight SQL, Acero compute engine, and Dataset APIs for tabular dataEnhance and ... En savoir plus

    33,91 € ou Gratuit avec Kobo Plus