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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

$13.99 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
Building Data Streaming Applications with Apache Kafka

Design, develop and streamline applications using Apache Kafka, Storm, Heron and Spark

by Manish Kumar, Chanchal Singh, Manisha Sethi, Anshul Joshi ...

Design and administer fast, reliable enterprise messaging systems with Apache KafkaKey Features\[\*\]Build efficient real-time streaming applications in Apache Kafka to process data streams of data\[\*\]Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers\[\*\]A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in ... Read more

$37.99 USD or Free with Kobo Plus

Design and administer fast, reliable enterprise messaging systems with Apache KafkaKey Features\[\*\]Build efficient real-time streaming applications in Apache Kafka to process data streams of data\[\*\]Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers\[\*\]A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in
... Read more
Reliable Machine Learning

Applying SRE Principles to ML in Production

by Cathy Chen, Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood ...

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model ... Read more

$48.99 USD

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model
... 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

$37.99 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
Deep Learning with TensorFlow

Explore neural networks with Python

by Giancarlo Zaccone, Md. Rezaul Karim, Fabrizio Milo ...

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guideKey Features\[\*\] Learn how to implement advanced techniques in deep learning with Google’s brainchild, TensorFlow\[\*\] Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide\[\*\] Real-world ... Read more

$41.99 USD or Free with Kobo Plus

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guideKey Features\[\*\] Learn how to implement advanced techniques in deep learning with Google’s brainchild, TensorFlow\[\*\] Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide\[\*\] Real-world
... 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

$21.99 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
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
Hands-On Programming with R

by Garrett Grolemund ...

Learn how to program by diving into the R language, and then use your newfound skills to solve practical data science problems. With this book, you’ll learn how to load data, assemble and disassemble data objects, navigate R’s environment system, write your own functions, and use all of R’s programming tools.RStudio Master Instructor Garrett Grolemund not only teaches you how to program, but also ... Read more

$23.99 USD

Learn how to program by diving into the R language, and then use your newfound skills to solve practical data science problems. With this book, you’ll learn how to load data, assemble and disassemble data objects, navigate R’s environment system, write your own functions, and use all of R’s programming tools.RStudio Master Instructor Garrett Grolemund not only teaches you how to program, but also
... Read more
SQL Server 2017 Administrator's Guide

One stop solution for DBAs to monitor, manage, and maintain enterprise databases

by Marek Chmel ...

Implement and administer successful database solution with SQL Server 2017 Key Features\[\*\] Master the required skills to successfully set up, administer, and maintain your SQL Server 2017 database solution\[\*\] Design and configure, manage, and secure a rock-solid SQL server\[\*\] Comprehensive guide in keeping your SQL server disaster proof and ensuring all-time availabilityBook ... Read more

$44.99 USD or Free with Kobo Plus

Implement and administer successful database solution with SQL Server 2017 Key Features\[\*\] Master the required skills to successfully set up, administer, and maintain your SQL Server 2017 database solution\[\*\] Design and configure, manage, and secure a rock-solid SQL server\[\*\] Comprehensive guide in keeping your SQL server disaster proof and ensuring all-time availabilityBook
... Read more
Tableau 10 Business Intelligence Cookbook

Create powerful, effective visualizations with Tableau 10

by Donabel Santos, Paul Banoub ...

Create powerful, effective visualizations to help analyze your data with Tableau 10 by your sideKey Features\[\*\] Cook your favorite Tableau 10 business intelligence recipe with the help of this easy-to-follow book\[\*\] Build beautiful, interactive dashboards and visualizations in Tableau 10 that help you make informed decisions\[\*\] This rich collection of independent recipes cover everything ... Read more

$41.99 USD or Free with Kobo Plus

Create powerful, effective visualizations to help analyze your data with Tableau 10 by your sideKey Features\[\*\] Cook your favorite Tableau 10 business intelligence recipe with the help of this easy-to-follow book\[\*\] Build beautiful, interactive dashboards and visualizations in Tableau 10 that help you make informed decisions\[\*\] This rich collection of independent recipes cover everything
... Read more
Integrating Excel and Access

Combining Applications to Solve Business Problems

by Michael Schmalz ...

In a corporate setting, the Microsoft Office Suite is an invaluable set of applications. One of Offices' biggest advantages is that its applications can work together to share information, produce reports, and so on. The problem is, there isn't much documentation on their cross-usage. Until now.Introducing Integrating Excel and Access, the unique reference that shows you how to combine the ... Read more

$23.99 USD

In a corporate setting, the Microsoft Office Suite is an invaluable set of applications. One of Offices' biggest advantages is that its applications can work together to share information, produce reports, and so on. The problem is, there isn't much documentation on their cross-usage. Until now.Introducing Integrating Excel and Access, the unique reference that shows you how to combine the
... 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
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

$55.99 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
Practical Data Analysis

For small businesses, analyzing the information contained in their data using open source technology could be game-changing. All you need is some basic programming and mathematical skills to do just that.

by Hector Cuesta ...

Each chapter of the book quickly introduces a key theme of Data Analysis, before immersing you in the practical aspects of each theme. Youll learn quickly how to perform all aspects of Data Analysis.Practical Data Analysis is a book ideal for home and small business users who want to slice & dice the data they have on hand with minimum hassle. ... Read more

$31.99 USD or Free with Kobo Plus

Each chapter of the book quickly introduces a key theme of Data Analysis, before immersing you in the practical aspects of each theme. Youll learn quickly how to perform all aspects of Data Analysis.Practical Data Analysis is a book ideal for home and small business users who want to slice & dice the data they have on hand with minimum hassle.
... Read more
Streaming Architecture

New Designs Using Apache Kafka and MapR Streams

by Ted Dunning, Ellen Friedman ...

More and more data-driven companies are looking to adopt stream processing and streaming analytics. With this concise ebook, you’ll learn best practices for designing a reliable architecture that supports this emerging big-data paradigm.Authors Ted Dunning and Ellen Friedman (Real World Hadoop) help you explore some of the best technologies to handle stream processing and analytics, with a focus ... Read more

$15.99 USD

More and more data-driven companies are looking to adopt stream processing and streaming analytics. With this concise ebook, you’ll learn best practices for designing a reliable architecture that supports this emerging big-data paradigm.Authors Ted Dunning and Ellen Friedman (Real World Hadoop) help you explore some of the best technologies to handle stream processing and analytics, with a focus
... Read more
MongoDB for C# by Example

by Agus Kurniawan ...

Code illustration for MongoDB programming using C#. Book topics cover:* Development Environment* Connecting to MongoDB* Create and Delete Database* Create, Read and Delete Database Collection* Create, Read, Update and Delete Collection Data* Finding and Querying Data* Binary and Image Collection Data* Working with GridFS* Embedded Document* LINQ ... Read more

$4.81 USD

Code illustration for MongoDB programming using C#. Book topics cover:* Development Environment* Connecting to MongoDB* Create and Delete Database* Create, Read and Delete Database Collection* Create, Read, Update and Delete Collection Data* Finding and Querying Data* Binary and Image Collection Data* Working with GridFS* Embedded Document* LINQ
... Read more
Hadoop Operations

A Guide for Developers and Administrators

by Eric Sammer ...

If you’ve been asked to maintain large and complex Hadoop clusters, this book is a must. Demand for operations-specific material has skyrocketed now that Hadoop is becoming the de facto standard for truly large-scale data processing in the data center. Eric Sammer, Principal Solution Architect at Cloudera, shows you the particulars of running Hadoop in production, from planning, installing, and ... Read more

$30.99 USD

If you’ve been asked to maintain large and complex Hadoop clusters, this book is a must. Demand for operations-specific material has skyrocketed now that Hadoop is becoming the de facto standard for truly large-scale data processing in the data center. Eric Sammer, Principal Solution Architect at Cloudera, shows you the particulars of running Hadoop in production, from planning, installing, and
... Read more
Impact for Marketing Data Analytics Making Data-Driven Decisions

IMPACT Marketing Series: A Complete Courses, #13

by Mustafa Al-Dori ...

Series Book 13 - IMPACT Marketing Series: A Complete Courses
Your Crash Course in Making Data Your Marketing SidekickPicture this: you're sipping coffee, flipping through a book that makes marketing analytics feel like a fun puzzle, not a headache. That's Impact for Marketing Data Analytics: Making Data-Driven Decisions, your no-fluff guide to turning numbers into campaign wins. Part of a killer marketing series, it's like a workshop with a buddy who's ... Read more

$9.99 USD or Free with Kobo Plus

Your Crash Course in Making Data Your Marketing SidekickPicture this: you're sipping coffee, flipping through a book that makes marketing analytics feel like a fun puzzle, not a headache. That's Impact for Marketing Data Analytics: Making Data-Driven Decisions, your no-fluff guide to turning numbers into campaign wins. Part of a killer marketing series, it's like a workshop with a buddy who's
... 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

$20.99 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
Experimentation for Engineers

From A/B testing to Bayesian optimization

by David Sweet ...

Optimize the performance of your systems with practical experiments used by engineers in the world’s most competitive industries.In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to:Design, run, and analyze an A/B testBreak the "feedback loops" caused by periodic retraining of ML modelsIncrease experimentation rate with multi-armed banditsTune multiple ... Read more

$49.99 USD

Optimize the performance of your systems with practical experiments used by engineers in the world’s most competitive industries.In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to:Design, run, and analyze an A/B testBreak the "feedback loops" caused by periodic retraining of ML modelsIncrease experimentation rate with multi-armed banditsTune multiple
... 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

$58.99 USD

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
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

$43.99 USD

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
Learning GraphQL

Declarative Data Fetching for Modern Web Apps

by Eve Porcello, Alex Banks ...

Why is GraphQL the most innovative technology for fetching data since Ajax? By providing a query language for your APIs and a runtime for fulfilling queries with your data, GraphQL presents a clear alternative to REST and ad hoc web service architectures. With this practical guide, Alex Banks and Eve Porcello deliver a clear learning path for frontend web developers, backend engineers, and project ... Read more

$24.99 USD

Why is GraphQL the most innovative technology for fetching data since Ajax? By providing a query language for your APIs and a runtime for fulfilling queries with your data, GraphQL presents a clear alternative to REST and ad hoc web service architectures. With this practical guide, Alex Banks and Eve Porcello deliver a clear learning path for frontend web developers, backend engineers, and project
... Read more
Elasticsearch 5.x Cookbook

Distributed Search and Analytics

by Alberto Paro ...

Over 170 advanced recipes to search, analyze, deploy, manage, and monitor data effectively with Elasticsearch 5.xKey Features\[\*\]Deploy and manage simple Elasticsearch nodes as well as complex cluster topologies\[\*\]Write native plugins to extend the functionalities of Elasticsearch 5.x to boost your business\[\*\]Packed with clear, step-by-step recipes to walk you through the capabilities of ... Read more

$44.99 USD or Free with Kobo Plus

Over 170 advanced recipes to search, analyze, deploy, manage, and monitor data effectively with Elasticsearch 5.xKey Features\[\*\]Deploy and manage simple Elasticsearch nodes as well as complex cluster topologies\[\*\]Write native plugins to extend the functionalities of Elasticsearch 5.x to boost your business\[\*\]Packed with clear, step-by-step recipes to walk you through the capabilities of
... Read more

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