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eBooks Traitement des données

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  • TensorFlow 2.0 Quick Start Guide

    Get up to speed with the newly introduced features of TensorFlow 2.0

    par Tony Holdroyd ...
    Perform supervised and unsupervised machine learning and learn advanced techniques such as training neural networks.Key FeaturesTrain your own models for effective prediction, using high-level Keras APIPerform supervised and unsupervised machine learning and learn advanced techniques such as training neural networksGet acquainted with some new practices introduced in TensorFlow 2.0 AlphaBook ... En savoir plus

    20,02 € ou Gratuit avec Kobo Plus

  • Mastering Transformers

    Build state-of-the-art models from scratch with advanced natural language processing techniques

    Take a problem-solving approach to learning all about transformers and get up and running in no time by implementing methodologies that will build the future of NLPKey FeaturesExplore quick prototyping with up-to-date Python libraries to create effective solutions to industrial problemsSolve advanced NLP problems such as named-entity recognition, information extraction, language generation, and ... En savoir plus

    33,38 € ou Gratuit avec Kobo Plus

  • Deep Learning with PyTorch Lightning

    Swiftly build high-performance Artificial Intelligence (AI) models using Python

    Build, train, and deploy deep learning models quickly and accurately to improve your productivity using PyTorch Lightning WrapperKey FeaturesBecome well-versed with PyTorch Lightning and learn how to implement it in various applicationsSpeed up your research using PyTorch Lightning by creating new loss functions, and architecturesTrain and build new DL applications for images, audio, video, ... En savoir plus

    29,56 € ou Gratuit avec Kobo Plus

  • Data Forecasting and Segmentation Using Microsoft Excel

    Perform data grouping, linear predictions, and time series machine learning statistics without using code

    par Fernando Roque ...
    Perform time series forecasts, linear prediction, and data segmentation with no-code Excel machine learningKey FeaturesSegment data, regression predictions, and time series forecasts without writing any codeGroup multiple variables with K-means using Excel plugin without programmingBuild, validate, and predict with a multiple linear regression model and time series forecastsBook DescriptionData ... En savoir plus

    28,61 € ou Gratuit avec Kobo Plus

  • Data Analysis and Related Applications, Volume 1

    Computational, Algorithmic and Applied Economic Data Analysis

    The scientific field of data analysis is constantly expanding due to the rapid growth of the computer industry and the wide applicability of computational and algorithmic techniques, in conjunction with new advances in statistical, stochastic and analytic tools. There is a constant need for new, high-quality publications to cover the recent advances in all fields of science and engineering.This ... En savoir plus

    126,99 €

  • Cleaning Data for Effective Data Science

    Doing the other 80% of the work with Python, R, and command-line tools

    par David Mertz ...
    Think about your data intelligently and ask the right questionsKey FeaturesMaster data cleaning techniques necessary to perform real-world data science and machine learning tasksSpot common problems with dirty data and develop flexible solutions from first principlesTest and refine your newly acquired skills through detailed exercises at the end of each chapterBook DescriptionData cleaning is the ... En savoir plus

    26,70 € ou Gratuit avec Kobo Plus

  • R Web Scraping Quick Start Guide

    Techniques and tools to crawl and scrape data from websites

    par Olgun Aydin ...
    Web Scraping techniques are getting more popular, since data is as valuable as oil in 21st century. Through this book get some key knowledge about using XPath, regEX; web scraping libraries for R like rvest and RSelenium technologies. Key FeaturesTechniques, tools and frameworks for web scraping with RScrape data effortlessly from a variety of websitesLearn how to selectively choose the data to ... En savoir plus

    20,02 € ou Gratuit avec Kobo Plus

  • Proceedings of 19th Iberian Conference on Information Systems and Technologies (CISTI 2024)

    Volume 3

    Collection series Springer Nature Proceedings excluding Computer Science
    This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of ... En savoir plus

    190,79 €

  • Splunk 7.x Quick Start Guide

    Gain business data insights from operational intelligence

    par James H. Baxter ...
    Learn how to architect, implement, and administer a complex Splunk Enterprise environment and extract valuable insights from business data.Key FeaturesUnderstand the various components of Splunk and how they work together to provide a powerful Big Data analytics solution.Collect and index data from a wide variety of common machine data sourcesDesign searches, reports, and dashboard visualizations ... En savoir plus

    26,70 € ou Gratuit avec Kobo Plus

  • Behind Every Good Decision

    How Anyone Can Use Business Analytics to Turn Data into Profitable Insight

    There is a misconception in business that the only data that matters is BIG data, and that elaborate tools and data scientists are required to extract any practical information. However, nothing could be further from the truth.If you feel that you can’t understand how to read, let alone implement, these complex software programs that crunch the data and spit out more data, that will no longer be a ... En savoir plus

    12,99 €

  • Machine Learning with Apache Spark Quick Start Guide

    Uncover patterns, derive actionable insights, and learn from big data using MLlib

    par Jillur Quddus ...
    Combine advanced analytics including Machine Learning, Deep Learning Neural Networks and Natural Language Processing with modern scalable technologies including Apache Spark to derive actionable insights from Big Data in real-timeKey FeaturesMake a hands-on start in the fields of Big Data, Distributed Technologies and Machine LearningLearn how to design, develop and interpret the results of common ... En savoir plus

    20,02 € ou Gratuit avec Kobo Plus

  • Blockchain Quick Start Guide

    A beginner's guide to developing enterprise-grade decentralized applications

    Learn quick and effective techniques to get up and running with building blockchain including Ethereum and Hyperledger Fabric.Key FeaturesUnderstand the key concepts of decentralized applications and consensus algorithmsLearn key concepts of Ethereum and Solidity programmingPractical guide to get started with build efficient Blockchain applications with Ethereum and HyperledgerBook ... En savoir plus

    20,02 € ou Gratuit avec Kobo Plus

  • Mastering Apache Cassandra 3.x

    An expert guide to improving database scalability and availability without compromising performance

    Build, manage, and configure high-performing, reliable NoSQL database for your applications with CassandraKey FeaturesWrite programs more efficiently using Cassandra's features with the help of examplesConfigure Cassandra and fine-tune its parameters depending on your needsIntegrate Cassandra database with Apache Spark and build strong data analytics pipelineBook DescriptionWith ever-increasing ... En savoir plus

    26,70 € ou Gratuit avec Kobo Plus

  • Proceedings of 19th Iberian Conference on Information Systems and Technologies (CISTI 2024)

    Volume 1

    Collection series Springer Nature Proceedings excluding Computer Science
    This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of ... En savoir plus

    190,79 €

  • Microsoft Azure Machine Learning

    Explore predictive analytics using step-by-step tutorials and build models to make prediction in a jiffy with a few mouse clicks

    par Sumit Mund ...
    Key FeaturesBook DescriptionThe book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.What you will learnLearn to use Azure Machine Learning Studio to visualize and preprocess ... En savoir plus

    26,70 € ou Gratuit avec Kobo Plus

  • Mastering Scala Machine Learning

    Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop

    par Alex Kozlov ...
    Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and HadoopKey Features\[\*\] This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data\[\*\] Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning\[\*\] Learn the ... En savoir plus

    33,38 € ou Gratuit avec Kobo Plus

  • Fast Data Processing with Spark 2

    Accelerate your data for rapid insight

    Learn how to use Spark to process big data at speed and scale for sharper analytics. Put the principles into practice for faster, slicker big data projects.Key Features\[\*\] A quick way to get started with Spark – and reap the rewards\[\*\] From analytics to engineering your big data architecture, we’ve got it covered\[\*\] Bring your Scala and Java knowledge – and put it to work on new and ... En savoir plus

    26,70 € ou Gratuit avec Kobo Plus

  • Big Data and Machine Learning in Quantitative Investment

    par Tony Guida ...
    Collection series Wiley Finance
    Get to know the ‘why’ and ‘how’ of machine learning and big data in quantitative investmentBig Data and Machine Learning in Quantitative Investment is not just about demonstrating the maths or the coding. Instead, it’s a book by practitioners for practitioners, covering the questions of why and how of applying machine learning and big data to quantitative finance.The book is split into 13 chapters ... En savoir plus

    46,99 €

  • Data Science in the Medical Field

    Data science has the potential to influence and improve fundamental services such as the healthcare sector. This book recognizes this fact by analyzing the potential uses of data science in healthcare. Every human body produces 2 TB of data each day. This information covers brain activity, stress level, heart rate, blood sugar level, and many other things. More sophisticated technology, such as ... En savoir plus

    143,09 €

  • Structured Search for Big Data

    From Keywords to Key-objects

    par Mikhail Gilula ...
    The WWW era made billions of people dramatically dependent on the progress of data technologies, out of which Internet search and Big Data are arguably the most notable. Structured Search paradigm connects them via a fundamental concept of key-objects evolving out of keywords as the units of search. The key-object data model and KeySQL revamp the data independence principle making it applicable ... En savoir plus

    19,81 €

  • Splunk Best Practices

    Operational intelligent made simpler

    Design, implement, and publish custom Splunk applications by following best practicesKey Features\[\*\] This is the most up-to-date guide on the market and will help you finish your tasks faster, easier, and more efficiently.\[\*\] Highly practical guide that addresses common and not-so-common pain points in Splunk.\[\*\] Want to explore shortcuts to perform tasks more efficiently with Splunk? ... En savoir plus

    29,56 € ou Gratuit avec Kobo Plus

  • Data Simplification

    Taming Information With Open Source Tools

    par Jules J. Berman ...
    Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of ... En savoir plus

    38,68 €

  • Il giorno in cui i dati hanno smesso di migrare

    Storia e tecniche di una rivoluzione chiamata Esplores

    par Angelo Khatib ...
    Nel mondo delle aziende moderne, i dati sono ovunque. Eppure, proprio quando servono davvero, diventano un ostacolo: frammentati, duplicati, difficili da interpretare e sempre più rischiosida gestire. Il risultato?Decisioni rallentate, compliance complessa e un patrimonio informativo che invece di abilitare il business finisce per bloccarlo.In Il giorno in cui i dati hanno smesso di migrare, ... En savoir plus

    7,00 € ou Gratuit avec Kobo Plus

  • 人工智能技术与大数据

    Chinese Edition

    大数据领域的人工智能技术Key Features先讲大数据的本体论、机器学习的基本理论,为具体场景、算法的实践奠定基础在对机器学习的介绍中,对其数学原理、训练过程做基本的讲解,并辅以代码帮助读者了解真实场景中技术工具的使用本书作者在数据生态系统技术和数据管理方面拥有丰富的经验Book Description本书分为两个部分,共12章。第1章到第5章介绍了大数据的本体论、机器学习的基本理论等内容,为具体场景、算法的实践奠定了基础。读者可以了解到,在工程实践中,对大数据的处理、转化方式与人类学习知识并将其转化为实践的过程是多么相似。在对机器学习的介绍中,会对其数学原理、训练过程做基本的讲解,并辅以代码帮助读者了解真实场景中技术工具的使用。第6章到第12章提供了多个不同的用例,章节之间彼此独立,介绍了如何用人工智能技术(自然语言处理、模糊系统、遗传编程、群体智能、强化学习、网络安全、认知计算 ... En savoir plus

    28,61 € ou Gratuit avec Kobo Plus