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Data Analysis with Python and PySpark

by Jonathan Rioux ...

Think big about your data! PySpark brings the powerful Spark big data processing engine to the Python ecosystem, letting you seamlessly scale up your data tasks and create lightning-fast pipelines.In Data Analysis with Python and PySpark you will learn how to:Manage your data as it scales across multiple machinesScale up your data programs with full confidenceRead and write data to and from a ... Read more

$65.99 CAD

Think big about your data! PySpark brings the powerful Spark big data processing engine to the Python ecosystem, letting you seamlessly scale up your data tasks and create lightning-fast pipelines.In Data Analysis with Python and PySpark you will learn how to:Manage your data as it scales across multiple machinesScale up your data programs with full confidenceRead and write data to and from a
... Read more
Big Data Ethics in Research

by Nicolae Sfetcu ...

The main problems faced by scientists in working with Big Data sets, highlighting the main ethical issues, taking into account the legislation of the European Union. After a brief Introduction to Big Data, the Technology section presents specific research applications. There is an approach to the main philosophical issues in Philosophical Aspects, and Legal Aspects with specific ethical issues in ... Read more

Free

The main problems faced by scientists in working with Big Data sets, highlighting the main ethical issues, taking into account the legislation of the European Union. After a brief Introduction to Big Data, the Technology section presents specific research applications. There is an approach to the main philosophical issues in Philosophical Aspects, and Legal Aspects with specific ethical issues in
... Read more
Number-Crunching

Taming Unruly Computational Problems from Mathematical Physics to Science Fiction

by Paul J. Nahin ...

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are ... Read more

$32.99 CAD

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are
... Read more
Machine Learning for Developers

Uplift your regular applications with the power of statistics, analytics, and machine learning

by Rodolfo Bonnin ...

Your one-stop guide to becoming a Machine Learning expert.Key Features-Learn to develop efficient and intelligent applications by leveraging the power of Machine Learning- A highly practical guide explaining the concepts of problem solving in the easiest possible manner- Implement Machine Learning in the most practical wayBook DescriptionMost of us have heard about the term Machine Learning, but ... Read more

$41.59 CAD or Free with Kobo Plus

Your one-stop guide to becoming a Machine Learning expert.Key Features-Learn to develop efficient and intelligent applications by leveraging the power of Machine Learning- A highly practical guide explaining the concepts of problem solving in the easiest possible manner- Implement Machine Learning in the most practical wayBook DescriptionMost of us have heard about the term Machine Learning, but
... Read more
Python Machine Learning

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

by 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 ... Read more

$41.59 CAD or Free with Kobo Plus

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
... Read more
Cloud-Based Remote Sensing with Google Earth Engine

Fundamentals and Applications

Edited by Jeffrey A. Cardille, Morgan A. Crowley, David Saah, Nicholas E. Clinton ...

Series series Chemistry and Material Science (R0)
This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants.Cloud Based ... Read more

Free

This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants.Cloud Based
... Read more
Python Tools for Scientists

An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries

by Lee Vaughan ...

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You’ll ... Read more

$42.39 CAD

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You’ll
... Read more
Natural Language Processing with Transformers, Revised Edition

by 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 ... Read more

$57.59 CAD

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
... Read more
Hands-On Data Analysis with NumPy and pandas

Implement Python packages from data manipulation to processing

by 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 ... Read more

$28.79 CAD or Free with Kobo Plus

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
... Read more
iPhone 12 User Guide

Simplified Manual on how to setup and master iPhone 12, iphone 12 Pro, iPhone 12 Pro Max for dummies, Beginners and Seniors 2020

by Stone O. Crux ...

iPhone 12 features a 6.1-inch Super Retina XDR display with OLED technology and is powered by the new A14 Bionic processor, with options of 64GB, 128GB, or 256GB of internal storage. The rear camera system is dual, with two 12MP lenses adding optical image stabilization and various software enhancements. The TrueDepth front camera is 12MP. The iPhone 12 uses Face ID for security, supports fast and ... Read more

$6.87 CAD or Free with Kobo Plus

iPhone 12 features a 6.1-inch Super Retina XDR display with OLED technology and is powered by the new A14 Bionic processor, with options of 64GB, 128GB, or 256GB of internal storage. The rear camera system is dual, with two 12MP lenses adding optical image stabilization and various software enhancements. The TrueDepth front camera is 12MP. The iPhone 12 uses Face ID for security, supports fast and
... Read more
Instant Heat Maps in R: How-to

by Sebastian Raschka ...

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Heat Maps in R: How-to is an easy to understand book that starts with a simple heat map and takes you all the way through to advanced heat maps with graphics and data manipulation.Heat Maps in R: How-to is the book for you if you want to make use of this free and open source software to ... Read more

$17.59 CAD or Free with Kobo Plus

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Heat Maps in R: How-to is an easy to understand book that starts with a simple heat map and takes you all the way through to advanced heat maps with graphics and data manipulation.Heat Maps in R: How-to is the book for you if you want to make use of this free and open source software to
... Read more
SQL Cheat Sheet - Quick Reference Guide

by Kaitlyn Chick ...

Series series Learning at a GLANCE
SQL Cheat Sheet & Guide, is designed as a quick reference, goto book for the working Microsoft and MySQL user. If you are like me, you like to keep all of your reference material together and not in a hundred internet searches. This QUICK LOOK reference is intended for the working IT professional in real world scenarios without having to find what you are looking for within a sea of webpage ... Read more

$2.04 CAD

SQL Cheat Sheet & Guide, is designed as a quick reference, goto book for the working Microsoft and MySQL user. If you are like me, you like to keep all of your reference material together and not in a hundred internet searches. This QUICK LOOK reference is intended for the working IT professional in real world scenarios without having to find what you are looking for within a sea of webpage
... Read more
Build a Reasoning Model (From Scratch)

by Sebastian Raschka ...

Get the eBook free when you register your print book at Manning."An exceptional deep dive into the next frontier of AI.”—Aman Chadha, GoogleThis book is a practical guide to understanding how modern reasoning-oriented LLMs work by building their core methods step by step. The book tells a clear engineering story: start with a conventional pre-trained LLM, learn how text generation works, build ... Read more

$59.99 CAD

Get the eBook free when you register your print book at Manning."An exceptional deep dive into the next frontier of AI.”—Aman Chadha, GoogleThis book is a practical guide to understanding how modern reasoning-oriented LLMs work by building their core methods step by step. The book tells a clear engineering story: start with a conventional pre-trained LLM, learn how text generation works, build
... Read more
Practical Time Series Analysis

Master Time Series Data Processing, Visualization, and Modeling using Python

by PKS Prakash, Avishek Pal ...

Step by Step guide filled with real world practical examples.Key FeaturesGet your first experience with data analysis with one of the most powerful types of analysis—time series.Find patterns in your data and predict the future pattern based on historical data.Learn the statistics, theory, and implementation of Time Series methods using this example-rich guideBook DescriptionTime Series Analysis ... Read more

$41.59 CAD or Free with Kobo Plus

Step by Step guide filled with real world practical examples.Key FeaturesGet your first experience with data analysis with one of the most powerful types of analysis—time series.Find patterns in your data and predict the future pattern based on historical data.Learn the statistics, theory, and implementation of Time Series methods using this example-rich guideBook DescriptionTime Series Analysis
... Read more
Creating a Data-Driven Organization

Practical Advice from the Trenches

by Carl Anderson ...

What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews ... Read more

$39.19 CAD

What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews
... Read more
Writing and Querying MapReduce Views in CouchDB

Tools for Data Analysts

by Bradley Holt ...

If you want to use CouchDB to support real-world applications, you'll need to create MapReduce views that let you query this document-oriented database for meaningful data. With this short and concise ebook, you'll learn how to create a variety of MapReduce views to help you query and aggregate data in CouchDB’s large, distributed datasets.You'll get step-by-step instructions and lots of sample ... Read more

$15.19 CAD

If you want to use CouchDB to support real-world applications, you'll need to create MapReduce views that let you query this document-oriented database for meaningful data. With this short and concise ebook, you'll learn how to create a variety of MapReduce views to help you query and aggregate data in CouchDB’s large, distributed datasets.You'll get step-by-step instructions and lots of sample
... Read more
Elasticsearch 7 Quick Start Guide

Get up and running with the distributed search and analytics capabilities of Elasticsearch

by Anurag Srivastava, Douglas Miller ...

Get the most out of Elasticsearch 7's new features to build, deploy, and manage efficient applicationsKey FeaturesDiscover the new features introduced in Elasticsearch 7Explore techniques for distributed search, indexing, and clusteringGain hands-on knowledge of implementing Elasticsearch for your enterpriseBook DescriptionElasticsearch is one of the most popular tools for distributed search and ... Read more

$28.79 CAD or Free with Kobo Plus

Get the most out of Elasticsearch 7's new features to build, deploy, and manage efficient applicationsKey FeaturesDiscover the new features introduced in Elasticsearch 7Explore techniques for distributed search, indexing, and clusteringGain hands-on knowledge of implementing Elasticsearch for your enterpriseBook DescriptionElasticsearch is one of the most popular tools for distributed search and
... Read more
Programming Hive

Data Warehouse and Query Language for Hadoop

by Edward Capriolo, Dean Wampler, Jason Rutherglen ...

Need to move a relational database application to Hadoop? This comprehensive guide introduces you to Apache Hive, Hadoop’s data warehouse infrastructure. You’ll quickly learn how to use Hive’s SQL dialect—HiveQL—to summarize, query, and analyze large datasets stored in Hadoop’s distributed filesystem.This example-driven guide shows you how to set up and configure Hive in your environment, provides ... Read more

$28.79 CAD

Need to move a relational database application to Hadoop? This comprehensive guide introduces you to Apache Hive, Hadoop’s data warehouse infrastructure. You’ll quickly learn how to use Hive’s SQL dialect—HiveQL—to summarize, query, and analyze large datasets stored in Hadoop’s distributed filesystem.This example-driven guide shows you how to set up and configure Hive in your environment, provides
... Read more
OCA/OCP Oracle Database 12c All-in-One Exam Guide (Exams 1Z0-061, 1Z0-062, & 1Z0-063)

by John Watson, Roopesh Ramklass, Bob Bryla ...

Series series All-in-One
This Oracle Press certification exam guide prepares you for the new Oracle Database 12c certification track, including the core requirements for OCA and OCP certification.OCA/OCP Oracle Database 12c All-in-One Exam Guide (Exams 1Z0-061, 1Z0-062, & 1Z0-063) covers all of the exam objectives on the Installation and Administration, SQL Fundamentals, and Advanced Administration exams in detail. Each ... Read more

$89.09 CAD

This Oracle Press certification exam guide prepares you for the new Oracle Database 12c certification track, including the core requirements for OCA and OCP certification.OCA/OCP Oracle Database 12c All-in-One Exam Guide (Exams 1Z0-061, 1Z0-062, & 1Z0-063) covers all of the exam objectives on the Installation and Administration, SQL Fundamentals, and Advanced Administration exams in detail. Each
... Read more
Contemporary Issues in Digital Marketing

Edited by Outi Niininen ...

This book presents a comprehensive overview of the key topics, best practices, future opportunities and challenges in the Digital Marketing discourse. With contributions from world-renowned experts, the book covers:Big Data, Artificial Intelligence and Analytics in Digital MarketingEmerging technologies and how they can enhance User ExperienceHow ‘digital’ is changing servicescapesIssues ... Read more

Free

This book presents a comprehensive overview of the key topics, best practices, future opportunities and challenges in the Digital Marketing discourse. With contributions from world-renowned experts, the book covers:Big Data, Artificial Intelligence and Analytics in Digital MarketingEmerging technologies and how they can enhance User ExperienceHow ‘digital’ is changing servicescapesIssues
... Read more
The Case for the Chief Data Officer

Recasting the C-Suite to Leverage Your Most Valuable Asset

by Peter Aiken, Michael M. Gorman ...

Data are an organization's sole, non-depletable, non-degrading, durable asset. Engineered right, data's value increases over time because the added dimensions of time, geography, and precision. To achieve data's full organizational value, there must be dedicated individual to leverage data as assets - a Chief Data Officer or CDO who's three job pillars are: - Dedication solely to leveraging data ... Read more

$27.19 CAD

Data are an organization's sole, non-depletable, non-degrading, durable asset. Engineered right, data's value increases over time because the added dimensions of time, geography, and precision. To achieve data's full organizational value, there must be dedicated individual to leverage data as assets - a Chief Data Officer or CDO who's three job pillars are: - Dedication solely to leveraging data
... Read more
Big Data

Principles and Paradigms

Edited by Rodrigo N. Calheiros, Amir Vahid Dastjerdi, Rajkumar Buyya ...

Big Data: Principles and Paradigms captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. The book identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications. To help realize Big Data's full potential, the book addresses numerous challenges, offering the ... Read more

$71.19 CAD

Big Data: Principles and Paradigms captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. The book identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications. To help realize Big Data's full potential, the book addresses numerous challenges, offering the
... Read more
Kafka: The Definitive Guide

Real-Time Data and Stream Processing at Scale

by Gwen Shapira, Todd Palino, Rajini Sivaram, Krit Petty ...

Every enterprise application creates data, whether it consists of log messages, metrics, user activity, or outgoing messages. Moving all this data is just as important as the data itself. With this updated edition, application architects, developers, and production engineers new to the Kafka streaming platform will learn how to handle data in motion. Additional chapters cover Kafka's AdminClient ... Read more

$67.99 CAD

Every enterprise application creates data, whether it consists of log messages, metrics, user activity, or outgoing messages. Moving all this data is just as important as the data itself. With this updated edition, application architects, developers, and production engineers new to the Kafka streaming platform will learn how to handle data in motion. Additional chapters cover Kafka's AdminClient
... Read more
Analytics Engineering with SQL and dbt

Building Meaningful Data Models at Scale

by Rui Pedro Machado, Helder Russa ...

With the shift from data warehouses to data lakes, data now lands in repositories before it's been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI developers, and data scientists how to create a true self-service transformation platform through the use ... Read more

$57.59 CAD

With the shift from data warehouses to data lakes, data now lands in repositories before it's been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI developers, and data scientists how to create a true self-service transformation platform through the use
... Read more

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