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  • Hands-On Ensemble Learning with R

    A beginner's guide to combining the power of machine learning algorithms using ensemble techniques

    由 Prabhanjan Narayanachar Tattar ……
    Explore powerful R packages to create predictive models using ensemble methodsKey FeaturesImplement machine learning algorithms to build ensemble-efficient modelsExplore powerful R packages to create predictive models using ensemble methodsLearn to build ensemble models on large datasets using a practical approachBook DescriptionEnsemble techniques are used for combining two or more similar or …… 閱讀更多內容

    NT$1,069 TWD 透過 Kobo Plus 免費享用

  • Data Management at Scale

    Modern Data Architecture with Data Mesh and Data Fabric

    由 Piethein Strengholt ……
    As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it available to others. With this practical book, you'll learn how to design a next-gen data architecture …… 閱讀更多內容

    NT$1,432 TWD

  • Scaling MongoDB

    Sharding, Cluster Setup, and Administration

    由 Kristina Chodorow ……
    Create a MongoDB cluster that will grow to meet the needs of your application. With this short and concise book, you'll get guidelines for setting up and using clusters to store a large volume of data, and learn how to access the data efficiently. In the process, you'll understand how to make your application work with a distributed database system.Scaling MongoDB will help you:Set up a MongoDB …… 閱讀更多內容

    NT$406 TWD

  • scikit-learn : Machine Learning Simplified

    由 Gavin Hackeling, Trent Hauck, Guillermo Moncecchi, Raul Garreta ……
    Implement scikit-learn into every step of the data science pipelineAbout This BookUse Python and scikit-learn to create intelligent applicationsDiscover how to apply algorithms in a variety of situations to tackle common and not-so common challenges in the machine learning domainA practical, example-based guide to help you gain expertise in implementing and evaluating machine learning systems …… 閱讀更多內容

    NT$2,388 TWD 透過 Kobo Plus 免費享用

  • Feature Engineering for Machine Learning

    Principles and Techniques for Data Scientists

    由 Alice Zheng, Amanda Casari ……
    Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, …… 閱讀更多內容

    NT$1,218 TWD

  • Developing High-Frequency Trading Systems

    Learn how to implement high-frequency trading from scratch with C++ or Java basics

    由 Sebastien Donadio, Sourav Ghosh, Romain Rossier ……
    Use your programming skills to create and optimize high-frequency trading systems in no time with Java, C++, and PythonKey FeaturesLearn how to build high-frequency trading systems with ultra-low latencyUnderstand the critical components of a trading systemOptimize your systems with high-level programming techniquesBook DescriptionThe world of trading markets is complex, but it can be made easier …… 閱讀更多內容

    NT$1,153 TWD 透過 Kobo Plus 免費享用

  • Data Cleaning with Power BI

    The definitive guide to transforming dirty data into actionable insights

    由 Gus Frazer ……
    Unlock the full potential of your data by mastering the art of cleaning, preparing, and transforming data with Power BI for smarter insights and data visualizationsKey FeaturesImplement best practices for connecting, preparing, cleaning, and analyzing multiple sources of data using Power BIConduct exploratory data analysis (EDA) using DAX, PowerQuery, and the M languageApply your newfound …… 閱讀更多內容

    NT$863 TWD 透過 Kobo Plus 免費享用

  • Hands-On Data Analysis with NumPy and pandas

    Implement Python packages from data manipulation to processing

    由 Curtis Miller ……
    Get to grips with the most popular Python packages that make data analysis possibleKey FeaturesExplore the tools you need to become a data analystDiscover practical examples to help you grasp data processing conceptsWalk through hierarchical indexing and grouping for data analysisBook DescriptionPython, a multi-paradigm programming language, has become the language of choice for data scientists …… 閱讀更多內容

    NT$774 TWD 透過 Kobo Plus 免費享用

  • Analyzing the Analyzers

    An Introspective Survey of Data Scientists and Their Work

    由 Harlan Harris, Sean Murphy, Marck Vaisman ……
    Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their …… 閱讀更多內容

    免費

  • Python Machine Learning

    Learn how to build powerful Python machine learning algorithms to generate useful data insights with this data analysis tutorial

    由 Sebastian Raschka ……
    Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsKey FeaturesLeverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk – and answer – tough questions of your data with robust …… 閱讀更多內容

    NT$1,069 TWD 透過 Kobo Plus 免費享用

  • Hands-On Python Natural Language Processing

    Explore tools and techniques to analyze and process text with a view to building real-world NLP applications

    由 Aman Kedia, Mayank Rasu ……
    Get well-versed with traditional as well as modern natural language processing concepts and techniquesKey FeaturesPerform various NLP tasks to build linguistic applications using Python librariesUnderstand, analyze, and generate text to provide accurate resultsInterpret human language using various NLP concepts, methodologies, and toolsBook DescriptionNatural Language Processing (NLP) is the …… 閱讀更多內容

    NT$964 TWD 透過 Kobo Plus 免費享用

  • Natural Language Processing with Transformers, Revised Edition

    由 Lewis Tunstall, Leandro von Werra, Thomas Wolf ……
    Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library …… 閱讀更多內容

    NT$1,361 TWD

  • 精通数据科学算法

    Chinese Edition

    由 Posts & Telecom Press, David Natingga ……
    一周掌握常用的数据科学算法 本书提供完整源代码实现，案例式辅助讲解Key Features7种数据科学算法高效进行数据分类及预测从简单的例子开始讲解算法的基本概念与知识通过对案例进行扩展以讲解一些特殊的分析算法Book Description机器学习的应用是高度自度化且自动修正的。学习到的数据越多，机器学习应用需要的人工干预就越少。为了解决现实世界中复杂的数据问题，科学家们开发出专门的机器学习算法来解决这些问题。数据科学正是通过算法和统计分析来帮助读者从现有数据中获取新知识的。 本书将解决如何精确且高效地进行数据分类及预测的问题。本书主要讲解7种数据科学算法，有k最近邻算法、朴素贝叶斯算法、决策树、随机森林，k-means聚类、回归分析和时间序列分析。 此外，你还会掌握如何对数据进行预聚类，以便针对大型数据集进行优化和分类。最后，你将了解如何根据数据集中的现有趋势来预测数据 …… 閱讀更多內容

    NT$2,620 TWD 透過 Kobo Plus 免費享用

  • Breaking the Social Media Prism

    How to Make Our Platforms Less Polarizing

    由 Chris Bail ……
    A revealing look at how user behavior is powering deep social divisions online—and how we might yet defeat political tribalism on social mediaIn an era of increasing social isolation, platforms like Facebook and Twitter are among the most important tools we have to understand each other. We use social media as a mirror to decipher our place in society but, as Chris Bail explains, it functions more …… 閱讀更多內容

    NT$501 TWD

  • Getting Started with Couchbase Server

    Extreme Scalability at Your Fingertips

    由 MC Brown ……
    Do you know what to do if your web application goes viral and usage suddenly explodes? This concise guide introduces you to Couchbase Server, an extremely fast NoSQL database that automatically distributes data across a cluster of commodity servers or virtual machines. You’ll learn hands-on how to build a Couchbase cluster without changing your application, and how to expand your database on the …… 閱讀更多內容

    NT$406 TWD

  • Feedback Control for Computer Systems

    Introducing Control Theory to Enterprise Programmers

    由 Philipp K. Janert ……
    How can you take advantage of feedback control for enterprise programming? With this book, author Philipp K. Janert demonstrates how the same principles that govern cruise control in your car also apply to data center management and other enterprise systems. Through case studies and hands-on simulations, you’ll learn methods to solve several control issues, including mechanisms to spin up more …… 閱讀更多內容

    NT$812 TWD

  • Data Lake for Enterprises

    Lambda Architecture for building enterprise data systems

    由 Tomcy John, Pankaj Misra, Vivek Mishra ……
    A practical guide to implementing your enterprise data lake using Lambda Architecture as the baseKey FeaturesBuild a full-fledged data lake for your organization with popular big data technologies using the Lambda architecture as the baseDelve into the big data technologies required to meet modern day business strategiesA highly practical guide to implementing enterprise data lakes with lots of …… 閱讀更多內容

    NT$863 TWD 透過 Kobo Plus 免費享用

  • Deep Learning Cookbook

    Practical Recipes to Get Started Quickly

    由 Douwe Osinga ……
    Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve deep-learning problems for classifying and generating text, images, and music.Each …… 閱讀更多內容

    NT$1,218 TWD

  • Fundamentals of Data Visualization

    A Primer on Making Informative and Compelling Figures

    由 Claus O. Wilke ……
    Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options.This practical book takes you through many commonly …… 閱讀更多內容

    NT$1,624 TWD

  • Python Web Scraping

    Hands-on data scraping and crawling using PyQT, Selnium, HTML and Python

    由 Katharine Jarmul ……
    Successfully scrape data from any website with the power of Python 3.xKey Features\[\*\] A hands-on guide to web scraping using Python with solutions to real-world problems\[\*\] Create a number of different web scrapers in Python to extract information\[\*\] This book includes practical examples on using the popular and well-maintained libraries in Python for your web scraping needsBook …… 閱讀更多內容

    NT$907 TWD 透過 Kobo Plus 免費享用

  • Kibana 8.x – A Quick Start Guide to Data Analysis

    Learn about data exploration, visualization, and dashboard building with Kibana

    由 Krishna Shah ……
    Uncover valuable business insights by leveraging the power of Kibana to navigate and interpret datasets for improved decision makingKey FeaturesGain profound understanding of the end-to-end workings of KibanaExplore the powerful administration features in Kibana 8.x for managing and supporting data ingestion pipelinesBuild your own analytics and visualization solution from scratchPurchase of the …… 閱讀更多內容

    NT$819 TWD 透過 Kobo Plus 免費享用

  • Fundamentals of Microsoft Fabric

    Designing End-to-End Analytics Solutions

    由 Nikola Ilic, Ben Weissman ……
    In the rapidly evolving world of data and analytics, professionals face the challenge of navigating complex platforms in order to build more efficient solutions. Microsoft Fabric, hailed as Microsoft’s “biggest data product in history after SQL Server,” offers powerful capabilities but comes with a steep learning curve. The myriad of choices within Fabric can be overwhelming, with multiple ways to …… 閱讀更多內容

    NT$1,218 TWD

  • Deep Learning

    A Practitioner's Approach

    由 Josh Patterson, Adam Gibson ……
    Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—especially deep neural networks—make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning …… 閱讀更多內容

    NT$1,218 TWD

  • Learn Jmeter in 24 Hours

    由 Alex Nordeen ……
    Practical Step by Step Hands-on book for developers, quality assurance engineers, testers, and test managers to learn JmeterEach chapter introduces a unique feature of Jmeter with sample code with TROUBLESHOOTING guide.The book starts with an introduction to Jmeter and performance testing. Gives details steps to install Jmeter on various platforms. It proceeds to familiarize the reader with the …… 閱讀更多內容

    NT$332 TWD