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R Machine Learning By Example

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully

par Raghav Bali ...

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully Key Features\[\*\] Get to grips with the concepts of machine learning through exciting real-world examples\[\*\] Visualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning\[\*\] Learn to build ... En savoir plus

$47.99 CAD ou Gratuit avec Kobo Plus

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully Key Features\[\*\] Get to grips with the concepts of machine learning through exciting real-world examples\[\*\] Visualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning\[\*\] Learn to build
... En savoir plus
Machine Learning with the Elastic Stack

Gain valuable insights from your data with Elastic Stack's machine learning features

par Rich Collier, Camilla Montonen, Bahaaldine Azarmi ...

Discover expert techniques for combining machine learning with the analytic capabilities of Elastic Stack and uncover actionable insights from your dataKey FeaturesIntegrate machine learning with distributed search and analyticsPreprocess and analyze large volumes of search data effortlesslyOperationalize machine learning in a scalable, production-worthy wayBook DescriptionElastic Stack, ... En savoir plus

$41.99 CAD ou Gratuit avec Kobo Plus

Discover expert techniques for combining machine learning with the analytic capabilities of Elastic Stack and uncover actionable insights from your dataKey FeaturesIntegrate machine learning with distributed search and analyticsPreprocess and analyze large volumes of search data effortlesslyOperationalize machine learning in a scalable, production-worthy wayBook DescriptionElastic Stack,
... En savoir plus
Python Web Scraping Cookbook

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

par 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 ... En savoir plus

$37.99 CAD ou Gratuit avec 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
... En savoir plus
Python Data Analysis

par Ivan Idris ...

This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst. ... En savoir plus

$34.99 CAD ou Gratuit avec Kobo Plus

This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst.
... En savoir plus
Big Data Ethics in Research

par Nicolae Sfetcu ...

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

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

A Blueprint for Design, Development, and Adoption

par Nauman Sheikh ...

Collections series The Morgan Kaufmann Series on Business Intelligence
Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi ... En savoir plus

$40.99 CAD

Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi
... En savoir plus
Learning TensorFlow

A Guide to Building Deep Learning Systems

par 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 ... En savoir plus

$54.99 CAD

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
... En savoir plus
Data Engineering Design Patterns

Recipes for Solving the Most Common Data Engineering Problems

par Bartosz Konieczny ...

Data projects are an intrinsic part of an organization’s technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including data ingestion, data quality, idempotency, and more.Author Bartosz Konieczny guides you through the ... En savoir plus

$67.99 CAD

Data projects are an intrinsic part of an organization’s technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including data ingestion, data quality, idempotency, and more.Author Bartosz Konieczny guides you through the
... En savoir plus
Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

par Claus Fuhrer, Jan Erik Solem, Olivier Verdier, Claus Führer ...

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong ... En savoir plus

$37.99 CAD ou Gratuit avec Kobo Plus

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong
... En savoir plus
Pandas Cookbook

Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python

par Theodore Petrou, Kuntal Ganguly ...

Publisher s Note: A new second edition, updated completely for pandas 1.x with additional chapters, has now been published. This edition from 2017 is outdated and is based on pandas 0.20. Over 95 hands-on recipes to leverage the power of pandas for efficient scientific computation and data analysisKey FeaturesUse the power of pandas 0.20 to solve most complex scientific computing problems with ... En savoir plus

$47.99 CAD ou Gratuit avec Kobo Plus

Publisher s Note: A new second edition, updated completely for pandas 1.x with additional chapters, has now been published. This edition from 2017 is outdated and is based on pandas 0.20. Over 95 hands-on recipes to leverage the power of pandas for efficient scientific computation and data analysisKey FeaturesUse the power of pandas 0.20 to solve most complex scientific computing problems with
... En savoir plus
Data Visualization with Microsoft Power BI

How to Design Savvy Dashboards

par 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 ... En savoir plus

$51.99 CAD

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
... En savoir plus
Reliable Machine Learning

Applying SRE Principles to ML in Production

par 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 ... En savoir plus

$67.99 CAD

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
... En savoir plus
Visualizing Health and Healthcare Data

Creating Clear and Compelling Visualizations to "See How You're Doing"

par Katherine Rowell, Lindsay Betzendahl, Cambria Brown ...

The only data visualization book written by and for health and healthcare professionals.In health and healthcare, data and information are coming at organizations faster than they can consume and interpret it. Health providers, payers, public health departments, researchers, and health information technology groups know the ability to analyze and communicate this vast array of data in a clear and ... En savoir plus

$31.99 CAD

The only data visualization book written by and for health and healthcare professionals.In health and healthcare, data and information are coming at organizations faster than they can consume and interpret it. Health providers, payers, public health departments, researchers, and health information technology groups know the ability to analyze and communicate this vast array of data in a clear and
... En savoir plus
Big Data Analysis with Python

Combine Spark and Python to unlock the powers of parallel computing and machine learning

par Ivan Marin, Sarang VK, Ankit Shukla ...

Get to grips with processing large volumes of data and presenting it as engaging, interactive insights using Spark and Python.Key FeaturesGet a hands-on, fast-paced introduction to the Python data science stackExplore ways to create useful metrics and statistics from large datasetsCreate detailed analysis reports with real-world dataBook DescriptionProcessing big data in real time is challenging ... En savoir plus

$28.99 CAD ou Gratuit avec Kobo Plus

Get to grips with processing large volumes of data and presenting it as engaging, interactive insights using Spark and Python.Key FeaturesGet a hands-on, fast-paced introduction to the Python data science stackExplore ways to create useful metrics and statistics from large datasetsCreate detailed analysis reports with real-world dataBook DescriptionProcessing big data in real time is challenging
... En savoir plus
Statistical Signal Processing for Neuroscience and Neurotechnology

Modifié par Karim G. Oweiss ...

This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and ... En savoir plus

$118.99 CAD

This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and
... En savoir plus
iPhone 12 Guide

The Ultimate Guide to Revolutionizing Your iPhone 12 Pro, iPhone 12 Max Pro, iOS 14 In The Best Optimal Way (Tips and Tricks Edition)

par Melissa L. Moody ...

iPhone has never been more indispensable than it is now. It’s a device that enables us to stay in touch with our loved ones wherever they are around the world. It lets us capture important moments and relive treasured memories, and it keeps us informed and entertained. The iPhone 12 takes one of the most significant steps forward, in both design and technology. It includes support for 5G, improved ... En savoir plus

$6.87 CAD ou Gratuit avec Kobo Plus

iPhone has never been more indispensable than it is now. It’s a device that enables us to stay in touch with our loved ones wherever they are around the world. It lets us capture important moments and relive treasured memories, and it keeps us informed and entertained. The iPhone 12 takes one of the most significant steps forward, in both design and technology. It includes support for 5G, improved
... En savoir plus
Learn Hadoop in 24 Hours

par Alex Nordeen ...

Hadoop has changed the way large data sets are analyzed, stored, transferred, and processed. At such low cost, it provides benefits like supports partial failure, fault tolerance, consistency, scalability, flexible schema, and so on. It also supports cloud computing. More and more number of individuals are looking forward to mastering their Hadoop skills.While initiating with Hadoop, most users ... En savoir plus

$13.73 CAD

Hadoop has changed the way large data sets are analyzed, stored, transferred, and processed. At such low cost, it provides benefits like supports partial failure, fault tolerance, consistency, scalability, flexible schema, and so on. It also supports cloud computing. More and more number of individuals are looking forward to mastering their Hadoop skills.While initiating with Hadoop, most users
... En savoir plus
Getting Started with Google BERT

Build and train state-of-the-art natural language processing models using BERT

par Sudharsan Ravichandiran ...

Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face\\'s transformers libraryKey FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook DescriptionBERT ... En savoir plus

$37.99 CAD ou Gratuit avec Kobo Plus

Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face\\'s transformers libraryKey FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook DescriptionBERT
... En savoir plus
Datenwirtschaft und Datentechnologie

Wie aus Daten Wert entsteht

Modifié par Marieke Rohde, Matthias Bürger, Kristina Peneva, Johannes Mock ...

Collections series Computer Science and Engineering (German Language)
In diesem Open-Access-Buch stehen die wirtschaftliche Verwertung von Daten und die dazu gehörenden technischen und organisatorischen Prozesse und Strukturen in Unternehmen im Fokus. Es behandelt Themen wie Datenmonetarisierung, Datenverträge, Data Governance, Informationssicherheit, Datenschutz und die Vertrauenswürdigkeit von Daten.Seit Jahren wird davon gesprochen, dass „Daten das neue Öl“ sind. ... En savoir plus

Gratuit

In diesem Open-Access-Buch stehen die wirtschaftliche Verwertung von Daten und die dazu gehörenden technischen und organisatorischen Prozesse und Strukturen in Unternehmen im Fokus. Es behandelt Themen wie Datenmonetarisierung, Datenverträge, Data Governance, Informationssicherheit, Datenschutz und die Vertrauenswürdigkeit von Daten.Seit Jahren wird davon gesprochen, dass „Daten das neue Öl“ sind.
... En savoir plus
Splunk: Enterprise Operational Intelligence Delivered

par Betsy Page Sigman, Erickson Delgado, Josh Diakun, Paul R Johnson, Derek Mock, Ashish Kumar Tulsiram Yadav ...

Demystify Big Data and discover how to bring operational intelligence to your data to revolutionize your workAbout This BookGet maximum use out of your data with Splunk's exceptional analysis and visualization capabilitiesAnalyze and understand your operational data skillfully using this end-to-end courseFull coverage of high-level Splunk techniques such as advanced searches, manipulations, and ... En savoir plus

$87.99 CAD ou Gratuit avec Kobo Plus

Demystify Big Data and discover how to bring operational intelligence to your data to revolutionize your workAbout This BookGet maximum use out of your data with Splunk's exceptional analysis and visualization capabilitiesAnalyze and understand your operational data skillfully using this end-to-end courseFull coverage of high-level Splunk techniques such as advanced searches, manipulations, and
... En savoir plus
Using Flume

Flexible, Scalable, and Reliable Data Streaming

par Hari Shreedharan ...

How can you get your data from frontend servers to Hadoop in near real time? With this complete reference guide, you’ll learn Flume’s rich set of features for collecting, aggregating, and writing large amounts of streaming data to the Hadoop Distributed File System (HDFS), Apache HBase, SolrCloud, Elastic Search, and other systems.Using Flume shows operations engineers how to configure, deploy, ... En savoir plus

$28.99 CAD

How can you get your data from frontend servers to Hadoop in near real time? With this complete reference guide, you’ll learn Flume’s rich set of features for collecting, aggregating, and writing large amounts of streaming data to the Hadoop Distributed File System (HDFS), Apache HBase, SolrCloud, Elastic Search, and other systems.Using Flume shows operations engineers how to configure, deploy,
... En savoir plus
Instant Apple Configurator How-to

par Charles Edge ...

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Get the job done and learn as you go. A how-To book with practical recipes accompanied with rich screenshots for easy comprehension.This book follows the Packt How-to approach, offering an informative yet practical guide that is easy to understand. The book takes a meticulous approach ... En savoir plus

$10.99 CAD ou Gratuit avec Kobo Plus

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Get the job done and learn as you go. A how-To book with practical recipes accompanied with rich screenshots for easy comprehension.This book follows the Packt How-to approach, offering an informative yet practical guide that is easy to understand. The book takes a meticulous approach
... En savoir plus
Bayesian Analysis with Python

Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ

par 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 ... En savoir plus

$41.99 CAD ou Gratuit avec 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
... En savoir plus
R Programming Fundamentals

Deal with data using various modeling techniques

par Kaelen Medeiros ...

Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by ... En savoir plus

$33.99 CAD ou Gratuit avec Kobo Plus

Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by
... En savoir plus

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