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Managing Data Science

Effective strategies to manage data science projects and build a sustainable team

by Kirill Dubovikov ...

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the ... Read more

$28.99 CAD or Free with Kobo Plus

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the
... Read more
Data Preparation and Exploration

Applied to Healthcare Data

by Robert Hoyt, Robert Muenchen ...

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the ... Read more

$15.89 CAD

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the
... Read more
Focus on Geodatabases in ArcGIS Pro

by David W. Allen ...

Series series Focus On
Focus on Geodatabases in ArcGIS Pro introduces readers to the geodatabase, the comprehensive information model for representing and managing geographic information across the ArcGIS platform.Sharing best practices for creating and maintaining data integrity, chapter topics include the careful design of a geodatabase schema, building geodatabases that include data integrity rules, populating ... Read more

$75.99 CAD

Focus on Geodatabases in ArcGIS Pro introduces readers to the geodatabase, the comprehensive information model for representing and managing geographic information across the ArcGIS platform.Sharing best practices for creating and maintaining data integrity, chapter topics include the careful design of a geodatabase schema, building geodatabases that include data integrity rules, populating
... Read more
Learning Elastic Stack 6.0

A beginner's guide to distributed search, analytics, and visualization using Elasticsearch, Logstash and Kibana

by Pranav Shukla, Sharath Kumar ...

Deliver end-to-end real-time distributed data processing solutions by leveraging the power of Elastic Stack 6.0Key Features- Get to grips with the new features introduced in Elastic Stack 6.0- Get valuable insights from your data by working with the different components of the Elastic stack such as Elasticsearch, Logstash, Kibana, X-Pack, and Beats- Includes handy tips and techniques to build, ... Read more

$33.99 CAD or Free with Kobo Plus

Deliver end-to-end real-time distributed data processing solutions by leveraging the power of Elastic Stack 6.0Key Features- Get to grips with the new features introduced in Elastic Stack 6.0- Get valuable insights from your data by working with the different components of the Elastic stack such as Elasticsearch, Logstash, Kibana, X-Pack, and Beats- Includes handy tips and techniques to build,
... Read more
There Are No Facts

Attentive Algorithms, Extractive Data Practices, and the Quantification of Everyday Life

by Mark Shepard ...

The entanglements of people and data, code and space, knowledge and power: how data and algorithms shape the world—and shape us within that world.With the emergence of a post-truth world, we have witnessed the dissolution of the common ground on which truth claims were negotiated, individual agency enacted, and public spheres shaped. What happens when, as Nietzsche claimed, there are no facts, but ... Read more

$29.59 CAD

The entanglements of people and data, code and space, knowledge and power: how data and algorithms shape the world—and shape us within that world.With the emergence of a post-truth world, we have witnessed the dissolution of the common ground on which truth claims were negotiated, individual agency enacted, and public spheres shaped. What happens when, as Nietzsche claimed, there are no facts, but
... Read more
Ranking

The Unwritten Rules of the Social Game We All Play

by Péter Érdi ...

Human beings are competitive. We want to know who is the strongest, who is the richest, and who is the cleverest of all. Some situations, like ranking people based on height, can be ranked in objective ways. However, many "Top Ten" lists are based on subjective categorization and give only the illusion of objectivity. In fact, we don't always want to be seen objectively since we don't mind having ... Read more

$37.59 CAD

Human beings are competitive. We want to know who is the strongest, who is the richest, and who is the cleverest of all. Some situations, like ranking people based on height, can be ranked in objective ways. However, many "Top Ten" lists are based on subjective categorization and give only the illusion of objectivity. In fact, we don't always want to be seen objectively since we don't mind having
... Read more
Python Machine Learning Cookbook

100 recipes that teach you how to perform various machine learning tasks in the real world

by Prateek Joshi, Vahid Mirjalili ...

100 recipes that teach you how to perform various machine learning tasks in the real worldKey Features\[\*\]Understand which algorithms to use in a given context with the help of this exciting recipe-based guide\[\*\]Learn about perceptrons and see how they are used to build neural networks\[\*\]Stuck while making sense of images, text, speech, and real estate? This guide will come to your rescue, ... Read more

$55.99 CAD or Free with Kobo Plus

100 recipes that teach you how to perform various machine learning tasks in the real worldKey Features\[\*\]Understand which algorithms to use in a given context with the help of this exciting recipe-based guide\[\*\]Learn about perceptrons and see how they are used to build neural networks\[\*\]Stuck while making sense of images, text, speech, and real estate? This guide will come to your rescue,
... Read more
Learning Jupyter

Select, Share, Interact and Integrate with Jupyter Notebook

by Toomey ...

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\* ... Read more

$47.99 CAD or Free with Kobo Plus

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\*
... Read more
Data as a Service

A Framework for Providing Reusable Enterprise Data Services

by 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 ... Read more

$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
... Read more
Elixir in Action, Third Edition

by Saša Juric ...

Series series In Action
Fully updated to Elixir 1.15, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability.Thousands of developers have learned to build applications in Elixir by using Saša Juric’s Elixir in Action. You’ll skip the programming basics or 101 introductions; this book builds on your existing knowledge to get you quickly writing real Elixir ... Read more

$65.99 CAD

Fully updated to Elixir 1.15, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability.Thousands of developers have learned to build applications in Elixir by using Saša Juric’s Elixir in Action. You’ll skip the programming basics or 101 introductions; this book builds on your existing knowledge to get you quickly writing real Elixir
... Read more
Algorithms and Data Structures for Massive Datasets

by Dzejla Medjedovic, Emin Tahirovic ...

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.In Algorithms and Data Structures for Massive Datasets you will learn:Probabilistic sketching data structures for practical problemsChoosing the right database engine for your ... Read more

$77.99 CAD

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.In Algorithms and Data Structures for Massive Datasets you will learn:Probabilistic sketching data structures for practical problemsChoosing the right database engine for your
... Read more
TIBCO Spotfire – A Comprehensive Primer

by Michael Phillips ...

0 ... Read more

$36.99 CAD or Free with Kobo Plus

0
... Read more
Raw Data Is an Oxymoron

Edited by Lisa Gitelman ...

Series series Infrastructures
Episodes in the history of data, from early modern math problems to today's inescapable “dataveillance,” that demonstrate the dependence of data on culture.We live in the era of Big Data, with storage and transmission capacity measured not just in terabytes but in petabytes (where peta- denotes a quadrillion, or a thousand trillion). Data collection is constant and even insidious, with every click ... Read more

$43.99 CAD

Episodes in the history of data, from early modern math problems to today's inescapable “dataveillance,” that demonstrate the dependence of data on culture.We live in the era of Big Data, with storage and transmission capacity measured not just in terabytes but in petabytes (where peta- denotes a quadrillion, or a thousand trillion). Data collection is constant and even insidious, with every click
... Read more
Stream Processing with Apache Spark

Mastering Structured Streaming and Spark Streaming

by 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 ... Read more

$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
... Read more
Building Blockchain Projects

Building decentralized Blockchain applications with Ethereum and Solidity

by Narayan Prusty ...

Develop real-time practical DApps using Ethereum and JavaScriptKey Features\[\*\] Create powerful, end-to-end applications for Blockchain using Ethereum\[\*\] Write your first program using the Solidity programming language\[\*\] Change the way you think and design your applications by using the all new database-BlockchainBook DescriptionBlockchain is a decentralized ledger that maintains a ... Read more

$41.99 CAD or Free with Kobo Plus

Develop real-time practical DApps using Ethereum and JavaScriptKey Features\[\*\] Create powerful, end-to-end applications for Blockchain using Ethereum\[\*\] Write your first program using the Solidity programming language\[\*\] Change the way you think and design your applications by using the all new database-BlockchainBook DescriptionBlockchain is a decentralized ledger that maintains a
... Read more
MySQL 8 Cookbook

Over 150 recipes for high-performance database querying and administration

by Karthik Appigatla ...

Design and administer enterprise-grade MySQL 8 solutionsKey FeaturesStore, retrieve, and manipulate your data using the latest MySQL 8 featuresPractical recipes on effective administration in MySQL, with a focus on security, performance tuning, troubleshooting, and moreContains tips, tricks, and best practices for designing, developing, and administering your MySQL 8 database solution without any ... Read more

$47.99 CAD or Free with Kobo Plus

Design and administer enterprise-grade MySQL 8 solutionsKey FeaturesStore, retrieve, and manipulate your data using the latest MySQL 8 featuresPractical recipes on effective administration in MySQL, with a focus on security, performance tuning, troubleshooting, and moreContains tips, tricks, and best practices for designing, developing, and administering your MySQL 8 database solution without any
... Read more
Advanced Algorithms and Data Structures

by Marcello La Rocca ...

"An accessible introduction to the fundamental algorithms used to run the world." - Richard Vaughan, Purple Monkey CollectiveAdvanced Algorithms and Data Structures introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing.SummaryAs a software engineer, you’ll encounter countless programming challenges that initially seem ... Read more

$65.99 CAD

"An accessible introduction to the fundamental algorithms used to run the world." - Richard Vaughan, Purple Monkey CollectiveAdvanced Algorithms and Data Structures introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing.SummaryAs a software engineer, you’ll encounter countless programming challenges that initially seem
... Read more
Field Guide to Hadoop

An Introduction to Hadoop, Its Ecosystem, and Aligned Technologies

by Kevin Sitto, Marshall Presser ...

If your organization is about to enter the world of big data, you not only need to decide whether Apache Hadoop is the right platform to use, but also which of its many components are best suited to your task. This field guide makes the exercise manageable by breaking down the Hadoop ecosystem into short, digestible sections. You’ll quickly understand how Hadoop’s projects, subprojects, and ... Read more

$31.99 CAD

If your organization is about to enter the world of big data, you not only need to decide whether Apache Hadoop is the right platform to use, but also which of its many components are best suited to your task. This field guide makes the exercise manageable by breaking down the Hadoop ecosystem into short, digestible sections. You’ll quickly understand how Hadoop’s projects, subprojects, and
... Read more
Data Science Projects with Python

A case study approach to gaining valuable insights from real data with machine learning

by Stephen Klosterman ...

Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine ... Read more

$33.99 CAD or Free with Kobo Plus

Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine
... Read more
Apache Hive Essentials

Essential techniques to help you process, and get unique insights from, big data

by Dayong Du ...

This book takes you on a fantastic journey to discover the attributes of big data using Apache Hive. Key FeaturesGrasp the skills needed to write efficient Hive queries to analyze the Big DataDiscover how Hive can coexist and work with other tools within the Hadoop ecosystemUses practical, example-oriented scenarios to cover all the newly released features of Apache Hive 2.3.3Book DescriptionIn ... Read more

$28.99 CAD or Free with Kobo Plus

This book takes you on a fantastic journey to discover the attributes of big data using Apache Hive. Key FeaturesGrasp the skills needed to write efficient Hive queries to analyze the Big DataDiscover how Hive can coexist and work with other tools within the Hadoop ecosystemUses practical, example-oriented scenarios to cover all the newly released features of Apache Hive 2.3.3Book DescriptionIn
... Read more
Think Bayes

by Allen B. Downey ...

If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer and you'll begin to apply these techniques to real ... Read more

$47.99 CAD

If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer and you'll begin to apply these techniques to real
... Read more
Python Data Analysis

by Ivan Idris ...

This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst. ... Read more

$34.99 CAD or Free with Kobo Plus

This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst.
... Read more
Python Algorithmic Trading Cookbook

All the recipes you need to implement your own algorithmic trading strategies in Python

by Pushpak Dagade ...

Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using PythonKey FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your ... Read more

$41.99 CAD or Free with Kobo Plus

Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using PythonKey FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your
... Read more
Mastering Geospatial Analysis with Python

Explore GIS processing and learn to work with GeoDjango, CARTOframes and MapboxGL-Jupyter

by Silas Toms, Eric van Rees, Paul Crickard ...

Explore GIS processing and learn to work with various tools and libraries in Python. Key Features\[\*\] Analyze and process geospatial data using Python libraries such as; Anaconda, GeoPandas\[\*\] Leverage new ArcGIS API to process geospatial data for the cloud.\[\*\] Explore various Python geospatial web and machine learning frameworks.Book DescriptionPython comes with a host of open source ... Read more

$47.99 CAD or Free with Kobo Plus

Explore GIS processing and learn to work with various tools and libraries in Python. Key Features\[\*\] Analyze and process geospatial data using Python libraries such as; Anaconda, GeoPandas\[\*\] Leverage new ArcGIS API to process geospatial data for the cloud.\[\*\] Explore various Python geospatial web and machine learning frameworks.Book DescriptionPython comes with a host of open source
... Read more

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