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50 Tips and Tricks for MongoDB Developers

Get the Most Out of Your Database

by Kristina Chodorow ...

Getting started with MongoDB is easy, but once you begin building applications with it, you'll face some complex issues. What are the tradeoffs between normalized and denormalized data? How do you handle replica set failure and failover? This collection of MongoDB tips, tricks, and hacks helps you resolve issues with everything from application design and implementation to data safety and ... Read more

$13.09 USD

Getting started with MongoDB is easy, but once you begin building applications with it, you'll face some complex issues. What are the tradeoffs between normalized and denormalized data? How do you handle replica set failure and failover? This collection of MongoDB tips, tricks, and hacks helps you resolve issues with everything from application design and implementation to data safety and
... Read more
OCEB 2 Certification Guide

Business Process Management - Fundamental Level

by Tim Weilkiens, Christian Weiss, Andrea Grass, Kim Nena Duggen ...

OCEB 2 Certification Guide, Second Edition has been updated to cover the new version 2 of the BPMN standard and delivers expert insight into BPM from one of the developers of the OCEB Fundamental exam, offering full coverage of the fundamental exam material for both the business and technical tracks to further certification. The first study guide prepares candidates to take—and pass—the OCEB ... Read more

$49.49 USD

OCEB 2 Certification Guide, Second Edition has been updated to cover the new version 2 of the BPMN standard and delivers expert insight into BPM from one of the developers of the OCEB Fundamental exam, offering full coverage of the fundamental exam material for both the business and technical tracks to further certification. The first study guide prepares candidates to take—and pass—the OCEB
... Read more
Redis Cookbook

Practical Techniques for Fast Data Manipulation

by Tiago Macedo, Fred Oliveira ...

Two years since its initial release, Redis already has an impressive list of adopters, including Engine Yard, GitHub, Craigslist, and Digg. This open source data structure server is built for speed and flexibility, making it ideal for many applications. If you're using Redis, or considering it, this concise cookbook provides recipes for a variety of issues you're likely to face.Each recipe solves ... Read more

$12.39 USD

Two years since its initial release, Redis already has an impressive list of adopters, including Engine Yard, GitHub, Craigslist, and Digg. This open source data structure server is built for speed and flexibility, making it ideal for many applications. If you're using Redis, or considering it, this concise cookbook provides recipes for a variety of issues you're likely to face.Each recipe solves
... 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

$28.09 USD

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
Genomics in the Cloud

Using Docker, GATK, and WDL in Terra

by Geraldine A. Van der Auwera, Brian D. O'Connor ...

Data in the genomics field is booming. In just a few years, organizations such as the National Institutes of Health (NIH) will host 50+ petabytesâ??or over 50 million gigabytesâ??of genomic data, and theyâ??re turning to cloud infrastructure to make that data available to the research community. How do you adapt analysis tools and protocols to access and analyze that volume of data in the cloud ... Read more

$55.49 USD

Data in the genomics field is booming. In just a few years, organizations such as the National Institutes of Health (NIH) will host 50+ petabytesâ??or over 50 million gigabytesâ??of genomic data, and theyâ??re turning to cloud infrastructure to make that data available to the research community. How do you adapt analysis tools and protocols to access and analyze that volume of data in the cloud
... Read more
SQL for Data Scientists

A Beginner's Guide for Building Datasets for Analysis

by Renee M. P. Teate ...

Jump-start your career as a data scientist—l****earn to develop datasets for exploration, analysis, and machine learningSQL for Data Scientists: A Beginner's Guide for Building Datasets for Analysis is a resource that’s dedicated to the Structured Query Language (SQL) and dataset design skills that data scientists use most. Aspiring data scientists will learn how to how to construct datasets for ... Read more

$30.00 USD

Jump-start your career as a data scientist—l****earn to develop datasets for exploration, analysis, and machine learningSQL for Data Scientists: A Beginner's Guide for Building Datasets for Analysis is a resource that’s dedicated to the Structured Query Language (SQL) and dataset design skills that data scientists use most. Aspiring data scientists will learn how to how to construct datasets for
... Read more
Feature Engineering for Machine Learning

Principles and Techniques for Data Scientists

by 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, ... Read more

$36.79 USD

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,
... Read more
Beginning Data Science with Python and Jupyter

Use powerful industry-standard tools within Jupyter and the Python ecosystem to unlock new, actionable insights from your data

by Alex Galea ...

Getting started with data science doesn t have to be an uphill battle. This step-by-step guide is ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction.Key FeaturesGet up and running with the Jupyter ecosystem and some example datasetsLearn about key machine learning concepts like SVM, KNN classifiers and Random ForestsDiscover how you can use web ... Read more

$14.29 USD or Free with Kobo Plus

Getting started with data science doesn t have to be an uphill battle. This step-by-step guide is ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction.Key FeaturesGet up and running with the Jupyter ecosystem and some example datasetsLearn about key machine learning concepts like SVM, KNN classifiers and Random ForestsDiscover how you can use web
... Read more
Healthcare Analytics Made Simple

Techniques in healthcare computing using machine learning and Python

by Vikas (Vik) Kumar ...

Add a touch of data analytics to your healthcare systems and get insightful outcomesKey FeaturesPerform healthcare analytics with Python and SQLBuild predictive models on real healthcare data with pandas and scikit-learnUse analytics to improve healthcare performanceBook DescriptionIn recent years, machine learning technologies and analytics have been widely utilized across the healthcare sector. ... Read more

$34.19 USD or Free with Kobo Plus

Add a touch of data analytics to your healthcare systems and get insightful outcomesKey FeaturesPerform healthcare analytics with Python and SQLBuild predictive models on real healthcare data with pandas and scikit-learnUse analytics to improve healthcare performanceBook DescriptionIn recent years, machine learning technologies and analytics have been widely utilized across the healthcare sector.
... Read more
Transact-SQL Cookbook

Help for Database Programmers

by Ales Spetic, Jonathan Gennick ...

This unique cookbook contains a wealth of solutions to problems that SQL programmers face all the time. The recipes inside range from how to perform simple tasks, like importing external data, to ways of handling issues that are more complicated, like set algebra. Authors Ales Spetic and Jonathan Gennick, two authorities with extensive database and SQL programming experience, include a discussion ... Read more

$20.19 USD

This unique cookbook contains a wealth of solutions to problems that SQL programmers face all the time. The recipes inside range from how to perform simple tasks, like importing external data, to ways of handling issues that are more complicated, like set algebra. Authors Ales Spetic and Jonathan Gennick, two authorities with extensive database and SQL programming experience, include a discussion
... Read more
Breaking the Social Media Prism

How to Make Our Platforms Less Polarizing

by 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 ... Read more

$15.09 USD

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
... Read more
Bayesian Analysis with Python

A practical guide to probabilistic modeling

by Osvaldo Martin ...

Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and ... Read more

$35.99 USD or Free with Kobo Plus

Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and
... Read more
Speak Data

Artists, Scientists, Thinkers, and Dreamers on How We Live Our Lives in Numbers

by Giorgia Lupi, Phillip Cox ...

The first pop nonfiction book to explore the definition of data and how we can learn to speak that language features thought-provoking conversations with 17 extraordinary leaders in business, tech, medicine, psychology, health, art, and more who share new ideas about data, unpacking its powerful ability to reveal patterns, tell stories, stir emotion, and illuminate complexity.Data may be the most ... Read more

$16.59 USD

The first pop nonfiction book to explore the definition of data and how we can learn to speak that language features thought-provoking conversations with 17 extraordinary leaders in business, tech, medicine, psychology, health, art, and more who share new ideas about data, unpacking its powerful ability to reveal patterns, tell stories, stir emotion, and illuminate complexity.Data may be the most
... Read more
Feedback Control for Computer Systems

Introducing Control Theory to Enterprise Programmers

by 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 ... Read more

$24.49 USD

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
... Read more
For Beginners: Step into R world in 60 minutes - Book 1: A quick start guide to run R

For Beginners: Step into R world in 60 minutes

by Cy Tek ...

Series Book 1 - For Beginners: Step into R world in 60 minutes
As AI, deep learning and data science have become the hot topics in I.T. industry, learning some powerful data manipulating tools would be essential for your technical skill building, career development and also your interest.R is a programming language and environment commonly used in statistical computing, data analysts and scientific research.Do you want to understand more about data management ... Read more

Free

As AI, deep learning and data science have become the hot topics in I.T. industry, learning some powerful data manipulating tools would be essential for your technical skill building, career development and also your interest.R is a programming language and environment commonly used in statistical computing, data analysts and scientific research.Do you want to understand more about data management
... Read more
Mindmasters

The Data-Driven Science of Predicting and Changing Human Behavior

by Sandra Matz ...

A fascinating exploration of how algorithms penetrate the most intimate aspects of our psychology—from the pioneering expert on psychological targeting.There are more pieces of digital data than there are stars in the universe. This data helps us monitor our planet, decipher our genetic code, and take a deep dive into our psychology.As algorithms become increasingly adept at accessing the human ... Read more

$21.59 USD or Free with Kobo Plus

A fascinating exploration of how algorithms penetrate the most intimate aspects of our psychology—from the pioneering expert on psychological targeting.There are more pieces of digital data than there are stars in the universe. This data helps us monitor our planet, decipher our genetic code, and take a deep dive into our psychology.As algorithms become increasingly adept at accessing the human
... Read more
Learning R Programming

Language, tools, and practical techniques

by Kun Ren ...

Become an efficient data scientist with RKey Features\[\*\] Explore the R language from basic types and data structures to advanced topics\[\*\] Learn how to tackle programming problems and explore both functional and object-oriented programming techniques\[\*\] Learn how to address the core problems of programming in R and leverage the most popular packages for common tasksBook DescriptionR is a ... Read more

$37.79 USD or Free with Kobo Plus

Become an efficient data scientist with RKey Features\[\*\] Explore the R language from basic types and data structures to advanced topics\[\*\] Learn how to tackle programming problems and explore both functional and object-oriented programming techniques\[\*\] Learn how to address the core problems of programming in R and leverage the most popular packages for common tasksBook DescriptionR is a
... Read more
The Little Book of Data

Understanding the Powerful Analytics that Fuel AI, Make or Break Careers, and Could Just End Up Saving the World

by Justin Evans ...

Data is not about number crunching. It’s about ideas. And when used properly (read: ethically), it is the problem solver of our time.Yet many savvy people seem to be in data denial: they don’t think they need to understand data, or it’s too complicated, or worse, using it is somehow unethical. Yet as data and AI (just an accelerated way to put data to work) move to the center of professional and ... Read more

$14.99 USD

Data is not about number crunching. It’s about ideas. And when used properly (read: ethically), it is the problem solver of our time.Yet many savvy people seem to be in data denial: they don’t think they need to understand data, or it’s too complicated, or worse, using it is somehow unethical. Yet as data and AI (just an accelerated way to put data to work) move to the center of professional and
... Read more
Python Web Scraping Cookbook

Over 90 proven recipes to get you scraping with Python, microservices, Docker, and AWS

by Michael Heydt, Lazar Telebak, Mei Lu ...

Untangle your web scraping complexities and access web data with ease using Python scriptsKey FeaturesHands-on recipes for advancing your web scraping skills to expert levelOne-stop solution guide to address complex and challenging web scraping tasks using PythonUnderstand web page structures and collect data from a website with easeBook DescriptionPython Web Scraping Cookbook is a solution ... Read more

$34.19 USD or Free with Kobo Plus

Untangle your web scraping complexities and access web data with ease using Python scriptsKey FeaturesHands-on recipes for advancing your web scraping skills to expert levelOne-stop solution guide to address complex and challenging web scraping tasks using PythonUnderstand web page structures and collect data from a website with easeBook DescriptionPython Web Scraping Cookbook is a solution
... Read more
Python Machine Learning: Introduction to Machine Learning with Python

by Frank Millstein ...

Machine learning is the science of getting machines and computers to act and learn on their own without being programmed explicitly. In just the past decade, this field has given us practical speech recognition, self-driving cars, greatly improved understanding of the overall human genome, effective web search and much more. Therefore, there is no wondering why machine learning is so pervasive ... Read more

$3.99 USD or Free with Kobo Plus

Machine learning is the science of getting machines and computers to act and learn on their own without being programmed explicitly. In just the past decade, this field has given us practical speech recognition, self-driving cars, greatly improved understanding of the overall human genome, effective web search and much more. Therefore, there is no wondering why machine learning is so pervasive
... Read more
Oracle Quick Guides Part 1 - Oracle Basics: Database & Tools

by Malcolm Coxall ...

Series Book 1 - Oracle Quick Guides
This is Part 1 of a series of quick learning guides for Oracle designers, developers and managers. Part 1 introduces completely new entrants to the Oracle environment about Relational principles and history, the background of Oracle, the products, database architecture, installation, Oracle and 3rd party database and design tools and provides a glossary of basic Oracle terminology and simple ... Read more

$3.50 USD

This is Part 1 of a series of quick learning guides for Oracle designers, developers and managers. Part 1 introduces completely new entrants to the Oracle environment about Relational principles and history, the background of Oracle, the products, database architecture, installation, Oracle and 3rd party database and design tools and provides a glossary of basic Oracle terminology and simple
... Read more
Building Knowledge Graphs

A Practitioner's Guide

by Jesus Barrasa, Jim Webber ...

Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you create a knowledge graph? And how do you move it from theory ... Read more

$55.49 USD

Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you create a knowledge graph? And how do you move it from theory
... Read more
XSLT

Mastering XML Transformations

by Doug Tidwell ...

After years of anticipation and delay, the W3C finally released the XSLT 2.0 standard in January 2007. The revised edition of this classic book offers practical, real-world examples that demonstrate how you can apply XSLT stylesheets to XML data using either the new specification, or the older XSLT 1.0 standard.XSLT is a critical language for converting XML documents into other formats, such as ... Read more

$28.79 USD

After years of anticipation and delay, the W3C finally released the XSLT 2.0 standard in January 2007. The revised edition of this classic book offers practical, real-world examples that demonstrate how you can apply XSLT stylesheets to XML data using either the new specification, or the older XSLT 1.0 standard.XSLT is a critical language for converting XML documents into other formats, such as
... Read more
Bayesian Analysis with Python

Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ

by 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 ... Read more

$37.79 USD or Free with 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
... Read more

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