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Bayesian Analysis with Python

Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ

de 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 ... Leer más

$37.99 USD o gratis con 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
... Leer más
The Data Journalism Handbook

How Journalists Can Use Data to Improve the News

de Jonathan Gray, Lucy Chambers, Liliana Bounegru ...

When you combine the sheer scale and range of digital information now available with a journalist’s "nose for news" and her ability to tell a compelling story, a new world of possibility opens up. With The Data Journalism Handbook, you’ll explore the potential, limits, and applied uses of this new and fascinating field.This valuable handbook has attracted scores of contributors since the European ... Leer más

$10.99 USD

When you combine the sheer scale and range of digital information now available with a journalist’s "nose for news" and her ability to tell a compelling story, a new world of possibility opens up. With The Data Journalism Handbook, you’ll explore the potential, limits, and applied uses of this new and fascinating field.This valuable handbook has attracted scores of contributors since the European
... Leer más
Big Data Analytics Made Easy

de Y. Lakshmi Prasad ...

Big Data Analytics Made Easy is a must-read for everybody as it explains the power of Analytics in a simple and logical way along with an end to end code in R. Even if you are a novice in Big Data Analytics, you will still be able to understand the concepts explained in this book. If you are already working in Analytics and dealing with Big Data, you will still find this book useful, as it covers ... Leer más

$9.00 USD

Big Data Analytics Made Easy is a must-read for everybody as it explains the power of Analytics in a simple and logical way along with an end to end code in R. Even if you are a novice in Big Data Analytics, you will still be able to understand the concepts explained in this book. If you are already working in Analytics and dealing with Big Data, you will still find this book useful, as it covers
... Leer más
Bayesian Analysis with Python

A practical guide to probabilistic modeling

de 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 ... Leer más

$35.99 USD o gratis con 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
... Leer más
Learning R Programming

Language, tools, and practical techniques

de 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 ... Leer más

$37.99 USD o gratis con 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
... Leer más
Feedback Control for Computer Systems

Introducing Control Theory to Enterprise Programmers

de 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 ... Leer más

$24.99 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
... Leer más
Human-Centered Data Science

An Introduction

de Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, Gina Neff ...

Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets.Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the ... Leer más

$25.99 USD

Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets.Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the
... Leer más
The Enterprise Big Data Lake

Delivering the Promise of Big Data and Data Science

de Alex Gorelik ...

The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate ... Leer más

$48.99 USD

The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate
... Leer más
Creating a Data-Driven Organization

Practical Advice from the Trenches

de 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 ... Leer más

$28.99 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
... Leer más
Oracle Quick Guides Part 1 - Oracle Basics: Database & Tools

de Malcolm Coxall ...

Series Libro 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 ... Leer más

$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
... Leer más
Python Polars: The Definitive Guide

Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API

de Jeroen Janssens, Thijs Nieuwdorp ...

Unlock the power of Polars, a Python package for transforming, analyzing, and visualizing data. In this hands-on guide, Jeroen Janssens and Thijs Nieuwdorp walk you through every feature of Polars, showing you how to use it for real-world tasks like data wrangling, exploratory data analysis, building pipelines, and more.Whether you're a seasoned data professional or new to data science, you'll ... Leer más

$48.99 USD

Unlock the power of Polars, a Python package for transforming, analyzing, and visualizing data. In this hands-on guide, Jeroen Janssens and Thijs Nieuwdorp walk you through every feature of Polars, showing you how to use it for real-world tasks like data wrangling, exploratory data analysis, building pipelines, and more.Whether you're a seasoned data professional or new to data science, you'll
... Leer más
Hands-On Web Scraping with Python

Perform advanced scraping operations using various Python libraries and tools such as Selenium, Regex, and others

de Anish Chapagain ...

Collect and scrape different complexities of data from the modern Web using the latest tools, best practices, and techniquesKey FeaturesLearn different scraping techniques using a range of Python libraries such as Scrapy and Beautiful SoupBuild scrapers and crawlers to extract relevant information from the webAutomate web scraping operations to bridge the accuracy gap and manage complex business ... Leer más

$37.99 USD o gratis con Kobo Plus

Collect and scrape different complexities of data from the modern Web using the latest tools, best practices, and techniquesKey FeaturesLearn different scraping techniques using a range of Python libraries such as Scrapy and Beautiful SoupBuild scrapers and crawlers to extract relevant information from the webAutomate web scraping operations to bridge the accuracy gap and manage complex business
... Leer más
Hands-On Unsupervised Learning Using Python

How to Build Applied Machine Learning Solutions from Unlabeled Data

de Ankur A. Patel ...

Many industry experts consider unsupervised learning the next frontier in artificial intelligence, one that may hold the key to general artificial intelligence. Since the majority of the world's data is unlabeled, conventional supervised learning cannot be applied. Unsupervised learning, on the other hand, can be applied to unlabeled datasets to discover meaningful patterns buried deep in the data ... Leer más

$48.99 USD

Many industry experts consider unsupervised learning the next frontier in artificial intelligence, one that may hold the key to general artificial intelligence. Since the majority of the world's data is unlabeled, conventional supervised learning cannot be applied. Unsupervised learning, on the other hand, can be applied to unlabeled datasets to discover meaningful patterns buried deep in the data
... Leer más
QlikView 11 para Desarrolladores

de Barry Harmsen, Miguel Angel Garcia ...

Los ejercicios de este libro tienen un enfoque de tutorial paso a paso y en los que al mismo tiempo se van presentando mejores practicas de desarrollo. El libro esta estructurado de forma que puede ser leido de inicio a fin o leer solamente partes del mismo.Este libro va dirigido a desarrolladores y usuarios que quieren aprender a crear aplicaciones de Inteligencia de Negocios con QlikView. ... Leer más

$34.99 USD o gratis con Kobo Plus

Los ejercicios de este libro tienen un enfoque de tutorial paso a paso y en los que al mismo tiempo se van presentando mejores practicas de desarrollo. El libro esta estructurado de forma que puede ser leido de inicio a fin o leer solamente partes del mismo.Este libro va dirigido a desarrolladores y usuarios que quieren aprender a crear aplicaciones de Inteligencia de Negocios con QlikView.
... Leer más
Mindmasters

The Data-Driven Science of Predicting and Changing Human Behavior

de 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 ... Leer más

$21.99 USD o gratis con 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
... Leer más
MySQL Pocket Reference

SQL Functions and Utilities

de George Reese ...

To help you be more efficient in your work, this handy pocket reference gives you instant reminders on how to use important MySQL functions, especially in conjunction with key parts of the LAMP open source infrastructure. This powerful database system is so rich in features that no administrator or programmer can stay familiar with all of them. MySQL Pocket Reference is an ideal on-the-job ... Leer más

$9.99 USD

To help you be more efficient in your work, this handy pocket reference gives you instant reminders on how to use important MySQL functions, especially in conjunction with key parts of the LAMP open source infrastructure. This powerful database system is so rich in features that no administrator or programmer can stay familiar with all of them. MySQL Pocket Reference is an ideal on-the-job
... Leer más
Learning MySQL

Get a Handle on Your Data

de Vinicius M. Grippa, Sergey Kuzmichev ...

Get a comprehensive overview on how to set up and design an effective database with MySQL. This thoroughly updated edition covers MySQL's latest version, including its most important aspects. Whether you're deploying an environment, troubleshooting an issue, or engaging in disaster recovery, this practical guide provides the insights and tools necessary to take full advantage of this powerful ... Leer más

$41.99 USD

Get a comprehensive overview on how to set up and design an effective database with MySQL. This thoroughly updated edition covers MySQL's latest version, including its most important aspects. Whether you're deploying an environment, troubleshooting an issue, or engaging in disaster recovery, this practical guide provides the insights and tools necessary to take full advantage of this powerful
... Leer más
Python Web Scraping Cookbook

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

de 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 ... Leer más

$34.99 USD o gratis con 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
... Leer más
Redis Cookbook

Practical Techniques for Fast Data Manipulation

de 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 ... Leer más

$12.99 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
... Leer más
Efficient MySQL Performance

Best Practices and Techniques

de Daniel Nichter ...

You'll find several books on basic or advanced MySQL performance, but nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching software engineers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by database administrators (DBAs).Daniel Nichter shows ... Leer más

$41.99 USD

You'll find several books on basic or advanced MySQL performance, but nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching software engineers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by database administrators (DBAs).Daniel Nichter shows
... Leer más
SQL in a Nutshell

A Desktop Quick Reference

de Kevin Kline, Regina O. Obe, Leo S. Hsu ...

For programmers, analysts, and database administrators, this Nutshell guide is the essential reference for the SQL language used in today's most popular database products. This new fourth edition clearly documents SQL commands according to the latest ANSI/ISO standard and details how those commands are implemented in Microsoft SQL Server 2019 and Oracle 19c, as well as in the MySQL 8, MariaDB 10.5 ... Leer más

$48.99 USD

For programmers, analysts, and database administrators, this Nutshell guide is the essential reference for the SQL language used in today's most popular database products. This new fourth edition clearly documents SQL commands according to the latest ANSI/ISO standard and details how those commands are implemented in Microsoft SQL Server 2019 and Oracle 19c, as well as in the MySQL 8, MariaDB 10.5
... Leer más
Splunk Essentials

Operational Intelligence at your fingertips

de Erickson Delgado, Betsy Page Sigman, Somesh Soni ...

A fast-paced and practical guide to demystifying big data and transforming it into operational intelligenceKey Features\[\*\]Want to get started with Splunk to analyze and visualize machine data? Open this book and step into the world of Splunk.\[\*\]Leverage the exceptional analysis and visualization capabilities to make informed decisions for your business\[\*\]This easy-to-follow, practical ... Leer más

$34.99 USD o gratis con Kobo Plus

A fast-paced and practical guide to demystifying big data and transforming it into operational intelligenceKey Features\[\*\]Want to get started with Splunk to analyze and visualize machine data? Open this book and step into the world of Splunk.\[\*\]Leverage the exceptional analysis and visualization capabilities to make informed decisions for your business\[\*\]This easy-to-follow, practical
... Leer más
Python Machine Learning: Introduction to Machine Learning with Python

de 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 ... Leer más

$3.99 USD o gratis con 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
... Leer más
Streaming Architecture

New Designs Using Apache Kafka and MapR Streams

de 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 ... Leer más

$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
... Leer más

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