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Mastering Python Data Visualization

Generate effective results in a variety of visually appealing charts using the plotting packages in Python

par Kirthi Raman ...

Key FeaturesBook DescriptionPython has a handful of open source libraries for numerical computations involving optimization, linear algebra, integration, interpolation, and other special functions using array objects, machine learning, data mining, and plotting. Pandas have a productive environment for data analysis. These libraries have a specific purpose and play an important role in the ... En savoir plus

$47.19 CAD ou Gratuit avec Kobo Plus

Key FeaturesBook DescriptionPython has a handful of open source libraries for numerical computations involving optimization, linear algebra, integration, interpolation, and other special functions using array objects, machine learning, data mining, and plotting. Pandas have a productive environment for data analysis. These libraries have a specific purpose and play an important role in the
... En savoir plus
Bayesian Analysis with Python

Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ

par Osvaldo Martin, Eric Ma, Austin Rochford ...

Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ Key FeaturesA step-by-step guide to conduct Bayesian data analyses using PyMC3 and ArviZA modern, practical and computational approach to Bayesian statistical modelingA tutorial for Bayesian analysis and best practices with the help of sample problems and practice exercises.Book DescriptionThe second edition of ... En savoir plus

$41.59 CAD ou Gratuit avec Kobo Plus

Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ Key FeaturesA step-by-step guide to conduct Bayesian data analyses using PyMC3 and ArviZA modern, practical and computational approach to Bayesian statistical modelingA tutorial for Bayesian analysis and best practices with the help of sample problems and practice exercises.Book DescriptionThe second edition of
... En savoir plus
Machine Learning for Factor Investing: R Version

par Guillaume Coqueret, Tony Guida ...

Collections series Chapman and Hall/CRC Financial Mathematics Series
Machine learning (ML) is progressively reshaping the fields of quantitative finance and algorithmic trading. ML tools are increasingly adopted by hedge funds and asset managers, notably for alpha signal generation and stocks selection. The technicality of the subject can make it hard for non-specialists to join the bandwagon, as the jargon and coding requirements may seem out of reach. Machine ... En savoir plus

$145.21 CAD

Machine learning (ML) is progressively reshaping the fields of quantitative finance and algorithmic trading. ML tools are increasingly adopted by hedge funds and asset managers, notably for alpha signal generation and stocks selection. The technicality of the subject can make it hard for non-specialists to join the bandwagon, as the jargon and coding requirements may seem out of reach. Machine
... En savoir plus
Geospatial Data Science Quick Start Guide

Effective techniques for performing smarter geospatial analysis using location intelligence

par Abdishakur Hassan, Jayakrishnan Vijayaraghavan ...

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData ... En savoir plus

$28.79 CAD ou Gratuit avec Kobo Plus

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData
... En savoir plus
Making Data Visual

A Practical Guide to Using Visualization for Insight

par Danyel Fisher, Miriah Meyer ...

You have a mound of data front of you and a suite of computation tools at your disposal. Which parts of the data actually matter? Where is the insight hiding? If you’re a data scientist trying to navigate the murky space between data and insight, this practical book shows you how to make sense of your data through high-level questions, well-defined data analysis tasks, and visualizations to ... En savoir plus

$35.99 CAD

You have a mound of data front of you and a suite of computation tools at your disposal. Which parts of the data actually matter? Where is the insight hiding? If you’re a data scientist trying to navigate the murky space between data and insight, this practical book shows you how to make sense of your data through high-level questions, well-defined data analysis tasks, and visualizations to
... En savoir plus
Learn Hadoop in 24 Hours

par Alex Nordeen ...

Hadoop has changed the way large data sets are analyzed, stored, transferred, and processed. At such low cost, it provides benefits like supports partial failure, fault tolerance, consistency, scalability, flexible schema, and so on. It also supports cloud computing. More and more number of individuals are looking forward to mastering their Hadoop skills.While initiating with Hadoop, most users ... En savoir plus

$13.56 CAD

Hadoop has changed the way large data sets are analyzed, stored, transferred, and processed. At such low cost, it provides benefits like supports partial failure, fault tolerance, consistency, scalability, flexible schema, and so on. It also supports cloud computing. More and more number of individuals are looking forward to mastering their Hadoop skills.While initiating with Hadoop, most users
... En savoir plus
Streaming Data

Understanding the real-time pipeline

par Andrew Psaltis ...

SummaryStreaming Data introduces the concepts and requirements of streaming and real-time data systems. The book is an idea-rich tutorial that teaches you to think about how to efficiently interact with fast-flowing data.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyAs humans, we're constantly filtering and ... En savoir plus

$65.99 CAD

SummaryStreaming Data introduces the concepts and requirements of streaming and real-time data systems. The book is an idea-rich tutorial that teaches you to think about how to efficiently interact with fast-flowing data.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyAs humans, we're constantly filtering and
... En savoir plus
Privacy and Big Data

The Players, Regulators, and Stakeholders

par Terence Craig, Mary E. Ludloff ...

Much of what constitutes Big Data is information about us. Through our online activities, we leave an easy-to-follow trail of digital footprints that reveal who we are, what we buy, where we go, and much more. This eye-opening book explores the raging privacy debate over the use of personal data, with one undeniable conclusion: once data's been collected, we have absolutely no control over who ... En savoir plus

$15.99 CAD

Much of what constitutes Big Data is information about us. Through our online activities, we leave an easy-to-follow trail of digital footprints that reveal who we are, what we buy, where we go, and much more. This eye-opening book explores the raging privacy debate over the use of personal data, with one undeniable conclusion: once data's been collected, we have absolutely no control over who
... En savoir plus
Hands-On Machine Learning with ML.NET

Getting started with Microsoft ML.NET to implement popular machine learning algorithms in C#

par Jarred Capellman ...

Create, train, and evaluate various machine learning models such as regression, classification, and clustering using ML.NET, Entity Framework, and ASP.NET CoreKey FeaturesGet well-versed with the ML.NET framework and its components and APIs using practical examplesLearn how to build, train, and evaluate popular machine learning algorithms with ML.NET offeringsExtend your existing machine learning ... En savoir plus

$41.59 CAD ou Gratuit avec Kobo Plus

Create, train, and evaluate various machine learning models such as regression, classification, and clustering using ML.NET, Entity Framework, and ASP.NET CoreKey FeaturesGet well-versed with the ML.NET framework and its components and APIs using practical examplesLearn how to build, train, and evaluate popular machine learning algorithms with ML.NET offeringsExtend your existing machine learning
... En savoir plus
Ethereum Smart Contract Development

Build blockchain-based decentralized applications using solidity

par Mayukh Mukhopadhyay ...

Become an Ethereum Blockchain developer using a blend of concepts and hands-on implementationsKey FeaturesUnderstand the Ethereum Ecosystem and its differences from its rich cousin BitcoinExplore the Solidity programming language and smart contract optimizationsGet a developer’s perspective of Blockchain-as-a-technology with exposure to common challenges faced while building decentralized ... En savoir plus

$33.59 CAD ou Gratuit avec Kobo Plus

Become an Ethereum Blockchain developer using a blend of concepts and hands-on implementationsKey FeaturesUnderstand the Ethereum Ecosystem and its differences from its rich cousin BitcoinExplore the Solidity programming language and smart contract optimizationsGet a developer’s perspective of Blockchain-as-a-technology with exposure to common challenges faced while building decentralized
... En savoir plus
TIBCO Spotfire – A Comprehensive Primer

par Michael Phillips ...

0 ... En savoir plus

$35.89 CAD ou Gratuit avec Kobo Plus

0
... En savoir plus
Distributed Systems

Concurrency and Consistency

par Matthieu Perrin ...

Distributed Systems: Concurrency and Consistency explores the gray area of distributed systems and draws a map of weak consistency criteria, identifying several families and demonstrating how these may be implemented into a programming language. Unlike their sequential counterparts, distributed systems are much more difficult to design, and are therefore prone to problems. On a large scale, ... En savoir plus

$88.79 CAD

Distributed Systems: Concurrency and Consistency explores the gray area of distributed systems and draws a map of weak consistency criteria, identifying several families and demonstrating how these may be implemented into a programming language. Unlike their sequential counterparts, distributed systems are much more difficult to design, and are therefore prone to problems. On a large scale,
... En savoir plus
Cognitive Computing with IBM Watson

Build smart applications using artificial intelligence as a service

par Tanmay Bakshi, Robert High ...

Understand, design, and create cognitive applications using Watson's suite of APIsKey FeaturesWork with IBM Watson APIs to build efficient and powerful cognitive appsBuild smart apps to carry out different sets of activities with the help of real-world use casesGet well-versed with the best practices of IBM Watson and implement them in your daily workBook DescriptionCognitive computing is rapidly ... En savoir plus

$33.59 CAD ou Gratuit avec Kobo Plus

Understand, design, and create cognitive applications using Watson's suite of APIsKey FeaturesWork with IBM Watson APIs to build efficient and powerful cognitive appsBuild smart apps to carry out different sets of activities with the help of real-world use casesGet well-versed with the best practices of IBM Watson and implement them in your daily workBook DescriptionCognitive computing is rapidly
... En savoir plus
Python Data Cleaning Cookbook

Prepare your data for analysis with pandas, NumPy, Matplotlib, scikit-learn, and OpenAI

par Michael Walker ...

Learn the intricacies of data description, issue identification, and practical problem-solving, armed with essential techniques and expert tips.Key FeaturesGet to grips with new techniques for data preprocessing and cleaning for machine learning and NLP modelsUse new and updated AI tools and techniques for data cleaning tasksClean, monitor, and validate large data volumes to diagnose problems ... En savoir plus

$42.39 CAD ou Gratuit avec Kobo Plus

Learn the intricacies of data description, issue identification, and practical problem-solving, armed with essential techniques and expert tips.Key FeaturesGet to grips with new techniques for data preprocessing and cleaning for machine learning and NLP modelsUse new and updated AI tools and techniques for data cleaning tasksClean, monitor, and validate large data volumes to diagnose problems
... En savoir plus
Distributed Data Systems with Azure Databricks

Create, deploy, and manage enterprise data pipelines

par Alan Bernardo Palacio ...

Quickly build and deploy massive data pipelines and improve productivity using Azure DatabricksKey FeaturesGet to grips with the distributed training and deployment of machine learning and deep learning modelsLearn how ETLs are integrated with Azure Data Factory and Delta LakeExplore deep learning and machine learning models in a distributed computing infrastructureBook DescriptionMicrosoft Azure ... En savoir plus

$39.99 CAD ou Gratuit avec Kobo Plus

Quickly build and deploy massive data pipelines and improve productivity using Azure DatabricksKey FeaturesGet to grips with the distributed training and deployment of machine learning and deep learning modelsLearn how ETLs are integrated with Azure Data Factory and Delta LakeExplore deep learning and machine learning models in a distributed computing infrastructureBook DescriptionMicrosoft Azure
... En savoir plus
Learn R By Coding

par Thomas Kurnicki ...

This book is created for students and working professionals that are at the beginning of their journey with R. Prior experience or education in statistics or skills in another programming language is a “good-to-have” as this book will explain basic data manipulation, modeling, and programming frameworks. However, this book takes the reader from step one so that anyone, even without prior ... En savoir plus

$36.79 CAD

This book is created for students and working professionals that are at the beginning of their journey with R. Prior experience or education in statistics or skills in another programming language is a “good-to-have” as this book will explain basic data manipulation, modeling, and programming frameworks. However, this book takes the reader from step one so that anyone, even without prior
... En savoir plus
Deployment and Operation of Complex Software in Heterogeneous Execution Environments

The SODALITE Approach

Modifié par Elisabetta Di Nitto, Jesús Gorroñogoitia Cruz, Indika Kumara, Dragan Radolović, Kamil Tokmakov, Zoe Vasileiou ...

Collections series SpringerBriefs in Applied Sciences and Technology
This open access book provides an overview of the work developed within the SODALITE project, which aims at facilitating the deployment and operation of distributed software on top of heterogeneous infrastructures, including cloud, HPC and edge resources. The experts participating in the project describe how SODALITE works and how it can be exploited by end users. While multiple languages and ... En savoir plus

Gratuit

This open access book provides an overview of the work developed within the SODALITE project, which aims at facilitating the deployment and operation of distributed software on top of heterogeneous infrastructures, including cloud, HPC and edge resources. The experts participating in the project describe how SODALITE works and how it can be exploited by end users. While multiple languages and
... En savoir plus
Data Wrangling with R

Load, explore, transform and visualize data for modeling with tidyverse libraries

par Gustavo Santos ...

Take your data wrangling skills to the next level by gaining a deep understanding of tidyverse libraries and effectively prepare your data for impressive analysis Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesExplore state-of-the-art libraries for data wrangling in R and learn to prepare your data for analysisFind out how to work with different data types such as ... En savoir plus

$38.39 CAD ou Gratuit avec Kobo Plus

Take your data wrangling skills to the next level by gaining a deep understanding of tidyverse libraries and effectively prepare your data for impressive analysis Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesExplore state-of-the-art libraries for data wrangling in R and learn to prepare your data for analysisFind out how to work with different data types such as
... En savoir plus
Natural Language Processing with PyTorch

Build Intelligent Language Applications Using Deep Learning

par Delip Rao, Brian McMahan ...

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

$85.59 CAD

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
Data as a Service

A Framework for Providing Reusable Enterprise Data Services

par Pushpak Sarkar ...

Data as a Service shows how organizations can leverage “data as a service” by providing real-life case studies on the various and innovative architectures and related patternsComprehensive approach to introducing data as a service in any organizationA reusable and flexible SOA based architecture frameworkRoadmap to introduce ‘big data as a service’ for potential clientsPresents a thorough ... En savoir plus

$83.99 CAD

Data as a Service shows how organizations can leverage “data as a service” by providing real-life case studies on the various and innovative architectures and related patternsComprehensive approach to introducing data as a service in any organizationA reusable and flexible SOA based architecture frameworkRoadmap to introduce ‘big data as a service’ for potential clientsPresents a thorough
... En savoir plus
Stream Processing with Apache Spark

Mastering Structured Streaming and Spark Streaming

par Gerard Maas, Francois Garillot ...

Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François ... En savoir plus

$63.99 CAD

Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François
... En savoir plus
Writing Effective Business Rules

par Graham Witt ...

Writing Effective Business Rules moves beyond the fundamental dilemma of system design: defining business rules either in natural language, intelligible but often ambiguous, or program code (or rule engine instructions), unambiguous but unintelligible to stakeholders. Designed to meet the needs of business analysts, this book provides an exhaustive analysis of rule types and a set of syntactic ... En savoir plus

$52.79 CAD

Writing Effective Business Rules moves beyond the fundamental dilemma of system design: defining business rules either in natural language, intelligible but often ambiguous, or program code (or rule engine instructions), unambiguous but unintelligible to stakeholders. Designed to meet the needs of business analysts, this book provides an exhaustive analysis of rule types and a set of syntactic
... En savoir plus
Python: Data Analytics and Visualization

par Phuong Vo.T.H, Martin Czygan, Ashish Kumar, Kirthi Raman ...

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to ... En savoir plus

$86.89 CAD ou Gratuit avec Kobo Plus

Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to
... En savoir plus
Extreme DAX

Take your Power BI and Microsoft data analytics skills to the next level

par Michiel Rozema, Henk Vlootman ...

Discover the true power of DAX and build advanced DAX solutions for practical business scenariosKey FeaturesSolve complex business problems within Microsoft BI tools including Power BI, SQL Server, and ExcelDevelop a conceptual understanding of critical business data modeling principlesLearn the subtleties of Power BI data visualizations, evaluation context, context transition, and filteringBook ... En savoir plus

$49.59 CAD ou Gratuit avec Kobo Plus

Discover the true power of DAX and build advanced DAX solutions for practical business scenariosKey FeaturesSolve complex business problems within Microsoft BI tools including Power BI, SQL Server, and ExcelDevelop a conceptual understanding of critical business data modeling principlesLearn the subtleties of Power BI data visualizations, evaluation context, context transition, and filteringBook
... En savoir plus

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