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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
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
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
Julia for Scientific Computing

Julia in Production: A Data Science Journey

de Alexander Clifton ...

Series series Julia in Production: A Data Science Journey
Transform your data science workflows with Julia's lightning-fast performance. This practical guide helps Python and R developers transition to Julia for large-scale scientific computing, machine learning, and numerical analysis. Features real-world case studies, optimization techniques, and integration with popular data science tools. Includes parallel computing patterns and best practices for ... Leer más

$4.99 USD o gratis con Kobo Plus

Transform your data science workflows with Julia's lightning-fast performance. This practical guide helps Python and R developers transition to Julia for large-scale scientific computing, machine learning, and numerical analysis. Features real-world case studies, optimization techniques, and integration with popular data science tools. Includes parallel computing patterns and best practices for
... 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
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
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
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
Akamai State of the Internet / Connectivity Report

Q4 2016

de Akamai Technologies ...

Akamai’s globally distributed Intelligent Platform™ allows us to gather massive amounts of data on many metrics including Internet connection speeds, network connectivity/availability issues, and IPv6 adoption progress as well as traffic patterns across leading web properties and digital media providers. Each quarter, Akamai publishes the State of the Internet Report based on this data.This ... Leer más

Gratis

Akamai’s globally distributed Intelligent Platform™ allows us to gather massive amounts of data on many metrics including Internet connection speeds, network connectivity/availability issues, and IPv6 adoption progress as well as traffic patterns across leading web properties and digital media providers. Each quarter, Akamai publishes the State of the Internet Report based on this data.This
... Leer más
Learning TensorFlow

A Guide to Building Deep Learning Systems

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

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

$36.99 USD

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

How to Design Savvy Dashboards

de Alex Kolokolov, Maxim Zelensky ...

The first book that delivers data viz best practices precisely for Power BIThis practical guide shows how to quickly create visualizations and build savvy dashboards, with 25 chapters that explore different chart types plus 40 visuals from the AppSource gallery, from default to advanced, all over 400 color pages.Key features:Beautiful examples of charts, along with specific use casesStep-by-step ... Leer más

$36.99 USD

The first book that delivers data viz best practices precisely for Power BIThis practical guide shows how to quickly create visualizations and build savvy dashboards, with 25 chapters that explore different chart types plus 40 visuals from the AppSource gallery, from default to advanced, all over 400 color pages.Key features:Beautiful examples of charts, along with specific use casesStep-by-step
... 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
50 Tips and Tricks for MongoDB Developers

Get the Most Out of Your Database

de 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 ... Leer más

$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
... Leer más
Building Data Streaming Applications with Apache Kafka

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

de 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 ... Leer más

$37.99 USD o gratis con 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
... Leer más
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
Deep Learning with TensorFlow

Explore neural networks with Python

de 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 ... Leer más

$41.99 USD o gratis con 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
... 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
Reliable Machine Learning

Applying SRE Principles to ML in Production

de 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 ... Leer más

$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
... Leer más
AWS Cloud Practitioner: From Basic to Advanced

de Alex Carvalho ...

In the digital era, cloud computing has become an essential component for businesses and individuals alike. The book "AWS Cloud Practitioner: From Basic to Advanced" delves into the world of Amazon Web Services (AWS) cloud computing, offering a comprehensive guide for beginners looking to advance their skills in this field. This ebook is designed to provide readers with a solid foundation in AWS ... Leer más

$8.88 USD o gratis con Kobo Plus

In the digital era, cloud computing has become an essential component for businesses and individuals alike. The book "AWS Cloud Practitioner: From Basic to Advanced" delves into the world of Amazon Web Services (AWS) cloud computing, offering a comprehensive guide for beginners looking to advance their skills in this field. This ebook is designed to provide readers with a solid foundation in AWS
... Leer más
Effective Business Intelligence with QuickSight

Boost your business IQ with Amazon QuickSight

de Rajesh Nadipalli ...

From data to actionable business insights using Amazon QuickSight!Key Features\[\*\] A practical hands-on guide to improving your business with the power of BI and Quicksight\[\*\] Immerse yourself with an end-to-end journey for effective analytics using QuickSight and related services\[\*\] Packed with real-world examples with Solution Architectures needed for a cloud-powered Business ... Leer más

$37.99 USD o gratis con Kobo Plus

From data to actionable business insights using Amazon QuickSight!Key Features\[\*\] A practical hands-on guide to improving your business with the power of BI and Quicksight\[\*\] Immerse yourself with an end-to-end journey for effective analytics using QuickSight and related services\[\*\] Packed with real-world examples with Solution Architectures needed for a cloud-powered Business
... Leer más
Learn Bitcoin and Blockchain

Understanding blockchain and Bitcoin architecture to build decentralized applications

de Kirankalyan Kulkarni ...

Get up and running with the fundamentals of Bitcoin and blockchainKey FeaturesLearn quick, effective, and easy ways to master blockchain and BitcoinUnderstand the impact of decentralization and discover ways to tackle itExplore the future of Bitcoin and blockchain and implement them in a business networkBook DescriptionBlockchain is a distributed database that enables permanent, transparent, and ... Leer más

$21.99 USD o gratis con Kobo Plus

Get up and running with the fundamentals of Bitcoin and blockchainKey FeaturesLearn quick, effective, and easy ways to master blockchain and BitcoinUnderstand the impact of decentralization and discover ways to tackle itExplore the future of Bitcoin and blockchain and implement them in a business networkBook DescriptionBlockchain is a distributed database that enables permanent, transparent, and
... Leer más
Mastering MongoDB 3.x

An expert's guide to building fault-tolerant MongoDB applications

de Alex Giamas ...

An expert\\'s guide to build fault tolerant MongoDB applicationKey Features\[\*\] Master the advanced modeling, querying, and administration techniques in MongoDB and become a MongoDB expert\[\*\] Covers the latest updates and Big Data features frequently used by professional MongoDB developers and administrators\[\*\] If your goal is to become a certified MongoDB professional, this book is your ... Leer más

$27.99 USD o gratis con Kobo Plus

An expert\\'s guide to build fault tolerant MongoDB applicationKey Features\[\*\] Master the advanced modeling, querying, and administration techniques in MongoDB and become a MongoDB expert\[\*\] Covers the latest updates and Big Data features frequently used by professional MongoDB developers and administrators\[\*\] If your goal is to become a certified MongoDB professional, this book is your
... Leer más
Joe Celko's Complete Guide to NoSQL

What Every SQL Professional Needs to Know about Non-Relational Databases

de Joe Celko ...

Joe Celko's Complete Guide to NoSQL provides a complete overview of non-relational technologies so that you can become more nimble to meet the needs of your organization. As data continues to explode and grow more complex, SQL is becoming less useful for querying data and extracting meaning. In this new world of bigger and faster data, you will need to leverage non-relational technologies to get ... Leer más

$40.99 USD

Joe Celko's Complete Guide to NoSQL provides a complete overview of non-relational technologies so that you can become more nimble to meet the needs of your organization. As data continues to explode and grow more complex, SQL is becoming less useful for querying data and extracting meaning. In this new world of bigger and faster data, you will need to leverage non-relational technologies to get
... Leer más

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