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Big Data: the Revolution That Is Transforming Our Work, Market and World

by PAT NAKAMOTO ...

"Big Data is like teenage sex: everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it." – Dan ArielyWithin 2 days we produce the same amount of data generated by at the beginning of the civilization until 2003", said Eric Schmidt in 2010. According to IBM, by 2020 the world will have generated a mass of data on the ... Read more

$3.99 CAD or Free with Kobo Plus

"Big Data is like teenage sex: everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it." – Dan ArielyWithin 2 days we produce the same amount of data generated by at the beginning of the civilization until 2003", said Eric Schmidt in 2010. According to IBM, by 2020 the world will have generated a mass of data on the
... Read more
Ethics of Big Data

Balancing Risk and Innovation

by Kord Davis ...

What are your organization’s policies for generating and using huge datasets full of personal information? This book examines ethical questions raised by the big data phenomenon, and explains why enterprises need to reconsider business decisions concerning privacy and identity. Authors Kord Davis and Doug Patterson provide methods and techniques to help your business engage in a transparent and ... Read more

$11.99 CAD

What are your organization’s policies for generating and using huge datasets full of personal information? This book examines ethical questions raised by the big data phenomenon, and explains why enterprises need to reconsider business decisions concerning privacy and identity. Authors Kord Davis and Doug Patterson provide methods and techniques to help your business engage in a transparent and
... Read more
Practical Time Series Analysis

Prediction with Statistics and Machine Learning

by Aileen Nielsen ...

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.Covering innovations in time ... Read more

$67.99 CAD

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.Covering innovations in time
... Read more
Databricks Certified Data Engineer Associate Study Guide

by Derar Alhussein ...

Data engineers proficient in Databricks are currently in high demand. As organizations gather more data than ever before, skilled data engineers on platforms like Databricks become critical to business success. The Databricks Data Engineer Associate certification is proof that you have a complete understanding of the Databricks platform and its capabilities, as well as the essential skills to ... Read more

$67.99 CAD

Data engineers proficient in Databricks are currently in high demand. As organizations gather more data than ever before, skilled data engineers on platforms like Databricks become critical to business success. The Databricks Data Engineer Associate certification is proof that you have a complete understanding of the Databricks platform and its capabilities, as well as the essential skills to
... Read more
Data Contracts

Developing Production-Grade Pipelines at Scale

by Chad Sanderson, Mark Freeman, B. E. Schmidt ...

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well ... Read more

$67.99 CAD

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well
... 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
Chatbots

Eine linguistische Analyse

by Peter Schlobinski, Netaya Lotze ...

Series Book 9 - Sprache – Medien – Innovationen
Die korpuslinguistische sowie konversationsanalytische Studie thematisiert die Mensch–Maschine-Interaktion mit Chatbots. Diese Dialogsysteme sind auch heute noch störungsanfällig und eine Kommunikation ist nur unter äußerst limitierten Bedingungen möglich. Welche Implikationen dies für das Interaktionsverhalten der UserInnen hat, untersucht die Autorin vor dem Hintergrund der Diskussion um ... Read more

Free

Die korpuslinguistische sowie konversationsanalytische Studie thematisiert die Mensch–Maschine-Interaktion mit Chatbots. Diese Dialogsysteme sind auch heute noch störungsanfällig und eine Kommunikation ist nur unter äußerst limitierten Bedingungen möglich. Welche Implikationen dies für das Interaktionsverhalten der UserInnen hat, untersucht die Autorin vor dem Hintergrund der Diskussion um
... Read more
Advanced Analytics with Spark

Patterns for Learning from Data at Scale

by Sean Owen, Josh Wills, Sandy Ryza, Uri Laserson ...

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other ... Read more

$54.99 CAD

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other
... Read more
Advanced Analytics with PySpark

Patterns for Learning from Data at Scale Using Python and Spark

by Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills ...

The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best ... Read more

$57.99 CAD

The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best
... Read more
Learning TensorFlow

A Guide to Building Deep Learning Systems

by Tom Hope, Yehezkel S. Resheff, Itay Lieder ...

Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language processing (NLP), speech recognition, and general predictive ... Read more

$54.39 CAD

Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language processing (NLP), speech recognition, and general predictive
... Read more
Essential Math for AI

Next-Level Mathematics for Efficient and Successful AI Systems

by Hala Nelson ...

Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data scientists, and students alike will examine ... Read more

$67.99 CAD

Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data scientists, and students alike will examine
... Read more
Data Management at Scale

Modern Data Architecture with Data Mesh and Data Fabric

by 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 ... Read more

$59.99 CAD

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
... Read more
Neo4j - A Graph Project Story

by Frank Kutzler, Nicolas Rouyer, Nicolas Mervaillie, Sylvain Roussy ...

This book provides you with a concrete approach of using Neo4j in a production context. Written in the style of a play, it reports the debates between the members of a technical team specialized in strongly connected data. It focuses on methodology, integrations with existing systems, performance, monitoring and security.You may already have an idea of what Neo4j is and how it works, and maybe you ... Read more

$39.99 CAD

This book provides you with a concrete approach of using Neo4j in a production context. Written in the style of a play, it reports the debates between the members of a technical team specialized in strongly connected data. It focuses on methodology, integrations with existing systems, performance, monitoring and security.You may already have an idea of what Neo4j is and how it works, and maybe you
... Read more
Learning ELK Stack

Build mesmerizing visualizations, analytics, and logs from your data using Elasticsearch, Logstash, and Kibana

by Saurabh Chhajed ...

Key FeaturesBook DescriptionThe ELK stack—Elasticsearch, Logstash, and Kibana, is a powerful combination of open source tools. Elasticsearch is for deep search and data analytics. Logstash is for centralized logging, log enrichment, and parsing. Kibana is for powerful and beautiful data visualizations. In short, the Elasticsearch ELK stack makes searching and analyzing data easier than ever before ... Read more

$41.99 CAD or Free with Kobo Plus

Key FeaturesBook DescriptionThe ELK stack—Elasticsearch, Logstash, and Kibana, is a powerful combination of open source tools. Elasticsearch is for deep search and data analytics. Logstash is for centralized logging, log enrichment, and parsing. Kibana is for powerful and beautiful data visualizations. In short, the Elasticsearch ELK stack makes searching and analyzing data easier than ever before
... Read more

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