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Data Preparation and Exploration

Applied to Healthcare Data

by Robert Hoyt, Robert Muenchen ...

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the ... Read more

$11.59 USD

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the
... Read more
Data Science e Machine Learning

Dai dati alla conoscenza

by Michele di Nuzzo ...

Estrarre conoscenza dalle informazioni attraverso l’analisi dei dati: quella del data scientist è stata definita la professione più attraente del XXI secolo. Analizzare le relazioni tra i dati, scoprire nuove informazioni e, con l'aiuto del machine learning, sfruttare l’enorme potenziale che vi si nasconde costruendo modelli previsionali.In questo libro illustriamo le tecniche di analisi dei dati ... Read more

$11.64 USD

Estrarre conoscenza dalle informazioni attraverso l’analisi dei dati: quella del data scientist è stata definita la professione più attraente del XXI secolo. Analizzare le relazioni tra i dati, scoprire nuove informazioni e, con l'aiuto del machine learning, sfruttare l’enorme potenziale che vi si nasconde costruendo modelli previsionali.In questo libro illustriamo le tecniche di analisi dei dati
... Read more
Operator Training Simulator Handbook

Best practices for developing and investing in OTS

by Joseph Philip ...

Make the most of OTS systems in operator training and engineeringKey FeaturesLearn OTS project delivery best practices from the author's 30 years of experienceExplore use cases to understand how your OTS systems can maximize ROI for usersDiscover how to best develop OTS training models for developers and usersBook DescriptionOperator training simulators in the process industry have been around ... Read more

$44.99 USD or Free with Kobo Plus

Make the most of OTS systems in operator training and engineeringKey FeaturesLearn OTS project delivery best practices from the author's 30 years of experienceExplore use cases to understand how your OTS systems can maximize ROI for usersDiscover how to best develop OTS training models for developers and usersBook DescriptionOperator training simulators in the process industry have been around
... Read more
Focus on Geodatabases in ArcGIS Pro

by David W. Allen ...

Series series Focus On
Focus on Geodatabases in ArcGIS Pro introduces readers to the geodatabase, the comprehensive information model for representing and managing geographic information across the ArcGIS platform.Sharing best practices for creating and maintaining data integrity, chapter topics include the careful design of a geodatabase schema, building geodatabases that include data integrity rules, populating ... Read more

$51.99 USD

Focus on Geodatabases in ArcGIS Pro introduces readers to the geodatabase, the comprehensive information model for representing and managing geographic information across the ArcGIS platform.Sharing best practices for creating and maintaining data integrity, chapter topics include the careful design of a geodatabase schema, building geodatabases that include data integrity rules, populating
... Read more
Learning Neo4j 3.x

Effective data modeling, performance tuning and data visualization techniques in Neo4j

by Jerome Baton, Rik Van Bruggen ...

Run blazingly fast queries on complex graph datasets with the power of the Neo4j graph databaseKey Features\[\*\]Get acquainted with graph database systems and apply them in real-world use cases\[\*\] Use Cypher query language, APOC and other Neo4j extensions to derive meaningful analysis from complex data sets.\[\*\]A practical guide filled with ready to use examples on querying, graph processing ... Read more

$41.99 USD or Free with Kobo Plus

Run blazingly fast queries on complex graph datasets with the power of the Neo4j graph databaseKey Features\[\*\]Get acquainted with graph database systems and apply them in real-world use cases\[\*\] Use Cypher query language, APOC and other Neo4j extensions to derive meaningful analysis from complex data sets.\[\*\]A practical guide filled with ready to use examples on querying, graph processing
... Read more
Learning Jupyter

Select, Share, Interact and Integrate with Jupyter Notebook

by Toomey ...

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\* ... Read more

$41.99 USD or Free with Kobo Plus

Learn how to write code, mathematics, graphics, and output, all in a single document, as well as in a web browser using Project JupyterKey Features\[\*\] Learn to write, execute, and comment your live code and formulae all under one roof using this unique guide\[\*\] This one-stop solution on Project Jupyter will teach you everything you need to know to perform scientific computation with ease\[\*
... Read more
Algorithms and Data Structures for Massive Datasets

by Dzejla Medjedovic, Emin Tahirovic ...

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.In Algorithms and Data Structures for Massive Datasets you will learn:Probabilistic sketching data structures for practical problemsChoosing the right database engine for your ... Read more

$58.99 USD

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.In Algorithms and Data Structures for Massive Datasets you will learn:Probabilistic sketching data structures for practical problemsChoosing the right database engine for your
... Read more
Effective MySQL Optimizing SQL Statements

by Ronald Bradford ...

Series series Oracle Press
The Essential Guide to SQL Statement OptimizationWritten by Oracle ACE Director and MySQL expert Ronald Bradford, Effective MySQL: Optimizing SQL Statements is filled with detailed explanations and practical examples that can be applied immediately to improve database and application performances. Featuring a step-by-step approach to SQL optimization, this Oracle Press book helps you to analyze ... Read more

$31.69 USD

The Essential Guide to SQL Statement OptimizationWritten by Oracle ACE Director and MySQL expert Ronald Bradford, Effective MySQL: Optimizing SQL Statements is filled with detailed explanations and practical examples that can be applied immediately to improve database and application performances. Featuring a step-by-step approach to SQL optimization, this Oracle Press book helps you to analyze
... Read more
The Equality Machine

Harnessing Digital Technology for a Brighter, More Inclusive Future

by Orly Lobel ...

**AN ECONOMIST BEST BOOK OF 2022At a time when AI and digital platforms are under fire, Orly Lobel, a renowned tech policy scholar, defends technology as a powerful tool we can harness to achieve equality and a better future.**Much has been written about the challenges tech presents to equality and democracy. But we can either criticize big data and automation or steer it to do better. Lobel makes ... Read more

$17.99 USD

**AN ECONOMIST BEST BOOK OF 2022At a time when AI and digital platforms are under fire, Orly Lobel, a renowned tech policy scholar, defends technology as a powerful tool we can harness to achieve equality and a better future.**Much has been written about the challenges tech presents to equality and democracy. But we can either criticize big data and automation or steer it to do better. Lobel makes
... Read more
RAG with Python Cookbook

Practical Recipes from Data Preprocessing to LLM Agents

by Dominik Polzer ...

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents ... Read more

$48.99 USD

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents
... Read more
Raw Data Is an Oxymoron

Edited by Lisa Gitelman ...

Series series Infrastructures
Episodes in the history of data, from early modern math problems to today's inescapable “dataveillance,” that demonstrate the dependence of data on culture.We live in the era of Big Data, with storage and transmission capacity measured not just in terabytes but in petabytes (where peta- denotes a quadrillion, or a thousand trillion). Data collection is constant and even insidious, with every click ... Read more

$29.99 USD

Episodes in the history of data, from early modern math problems to today's inescapable “dataveillance,” that demonstrate the dependence of data on culture.We live in the era of Big Data, with storage and transmission capacity measured not just in terabytes but in petabytes (where peta- denotes a quadrillion, or a thousand trillion). Data collection is constant and even insidious, with every click
... Read more
Machine Learning Model Serving Patterns and Best Practices

A definitive guide to deploying, monitoring, and providing accessibility to ML models in production

by Md Johirul Islam ...

Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational useKey FeaturesLearn best practices about bringing your models to productionExplore the tools available for serving ML models and the differences between themUnderstand state-of-the-art monitoring ... Read more

$32.39 USD or Free with Kobo Plus

Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational useKey FeaturesLearn best practices about bringing your models to productionExplore the tools available for serving ML models and the differences between themUnderstand state-of-the-art monitoring
... Read more
Statistics for Machine Learning

Techniques for exploring supervised, unsupervised, and reinforcement learning models with Python and R

by Pratap Dangeti ...

Build Machine Learning models with a sound statistical understanding.Key FeaturesLearn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics.Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering.Master the statistical aspect of Machine Learning with the help of this example-rich guide to R and ... Read more

$41.39 USD or Free with Kobo Plus

Build Machine Learning models with a sound statistical understanding.Key FeaturesLearn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics.Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering.Master the statistical aspect of Machine Learning with the help of this example-rich guide to R and
... Read more
SQL Crash Course

A Practical Guide From Beginner to Interview-Ready Expert

by Vajo Lukic ...

SQL Crash Course: From SQL Beginner to SQL Interview-Ready ExpertMaster SQL database development, query optimization, and data analysis with this comprehensive guide featuring 350+ practical examples and 140+ interview questions. Progress from basic SQL commands to advanced database management, covering PostgreSQL, MySQL, and SQL Server techniques.Transform your data engineering skills through ... Read more

$9.31 USD

SQL Crash Course: From SQL Beginner to SQL Interview-Ready ExpertMaster SQL database development, query optimization, and data analysis with this comprehensive guide featuring 350+ practical examples and 140+ interview questions. Progress from basic SQL commands to advanced database management, covering PostgreSQL, MySQL, and SQL Server techniques.Transform your data engineering skills through
... Read more
Deep Learning with PyTorch Step-by-Step: A Beginner's Guide - Volume I: Fundamentals

Deep Learning with PyTorch Step-by-Step: A Beginner's Guide, #1

by Daniel Voigt Godoy ...

Series Book 1 - Deep Learning with PyTorch Step-by-Step: A Beginner's Guide
Revised for PyTorch 2.x!Why this book?Are you looking for a book where you can learn about deep learning and PyTorch without having to spend hours deciphering cryptic text and code? A technical book that's also easy and enjoyable to read?This is it!How is this book different?First, this book presents an easy-to-follow, ... ... Read more

$3.95 USD

Revised for PyTorch 2.x!Why this book?Are you looking for a book where you can learn about deep learning and PyTorch without having to spend hours deciphering cryptic text and code? A technical book that's also easy and enjoyable to read?This is it!How is this book different?First, this book presents an easy-to-follow, ...
... Read more
The Definitive Guide to Power Query (M)

Mastering complex data transformation with Power Query

by Rick de Groot, Melissa de Korte, Greg Deckler ...

Learn how to use the Power Query M formula language and its functions effectively for better data modeling and impactful business intelligence reports. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesGet comprehensive coverage of fundamental and advanced Power Query conceptsGain hands-on experience with practical examples based on real-world problemsDelve ... Read more

$39.99 USD or Free with Kobo Plus

Learn how to use the Power Query M formula language and its functions effectively for better data modeling and impactful business intelligence reports. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesGet comprehensive coverage of fundamental and advanced Power Query conceptsGain hands-on experience with practical examples based on real-world problemsDelve
... Read more
Practical Lakehouse Architecture

Designing and Implementing Modern Data Platforms at Scale

by Gaurav Ashok Thalpati ...

This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use ... Read more

$43.19 USD

This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use
... Read more
Data Source Handbook

A Guide to Public Data

by Pete Warden ...

If you're a developer looking to supplement your own data tools and services, this concise ebook covers the most useful sources of public data available today. You'll find useful information on APIs that offer broad coverage, tie their data to the outside world, and are either accessible online or feature downloadable bulk data. You'll also find code and helpful links.This guide organizes APIs by ... Read more

$11.59 USD

If you're a developer looking to supplement your own data tools and services, this concise ebook covers the most useful sources of public data available today. You'll find useful information on APIs that offer broad coverage, tie their data to the outside world, and are either accessible online or feature downloadable bulk data. You'll also find code and helpful links.This guide organizes APIs by
... Read more
Mastering Parallel Programming with R

Master the robust features of R parallel programming to accelerate your data science computations

by Simon R. Chapple, Eilidh Troup, Thorsten Forster, Terence Sloan ...

Master the robust features of R parallel programming to accelerate your data science computationsKey Features\[\*\]Create R programs that exploit the computational capability of your cloud platforms and computers to the fullest\[\*\]Become an expert in writing the most efficient and highest performance parallel algorithms in R\[\*\]Get to grips with the concept of parallelism to accelerate your ... Read more

$27.99 USD or Free with Kobo Plus

Master the robust features of R parallel programming to accelerate your data science computationsKey Features\[\*\]Create R programs that exploit the computational capability of your cloud platforms and computers to the fullest\[\*\]Become an expert in writing the most efficient and highest performance parallel algorithms in R\[\*\]Get to grips with the concept of parallelism to accelerate your
... Read more
Data Science with SQL Server Quick Start Guide

Integrate SQL Server with data science

by Dejan Sarka ...

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to ... Read more

$28.79 USD or Free with Kobo Plus

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to
... Read more
Data Science: The Hard Parts

Techniques for Excelling at Data Science

by Daniel Vaughan ...

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills ... Read more

$41.09 USD

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills
... Read more
Data Engineering Best Practices

Architect robust and cost-effective data solutions in the cloud era

by David Larochelle, Richard J. Schiller ...

Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platformsKey FeaturesArchitect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectivenessExplore design patterns and use cases to balance roles, technology choices, and processes for a future-proof ... Read more

$35.99 USD or Free with Kobo Plus

Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platformsKey FeaturesArchitect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectivenessExplore design patterns and use cases to balance roles, technology choices, and processes for a future-proof
... Read more
Building Machine Learning Pipelines

by Hannes Hapke, Catherine Nelson ...

Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus ... Read more

$48.99 USD

Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus
... Read more
Writing and Querying MapReduce Views in CouchDB

Tools for Data Analysts

by Bradley Holt ...

If you want to use CouchDB to support real-world applications, you'll need to create MapReduce views that let you query this document-oriented database for meaningful data. With this short and concise ebook, you'll learn how to create a variety of MapReduce views to help you query and aggregate data in CouchDB’s large, distributed datasets.You'll get step-by-step instructions and lots of sample ... Read more

$13.99 USD

If you want to use CouchDB to support real-world applications, you'll need to create MapReduce views that let you query this document-oriented database for meaningful data. With this short and concise ebook, you'll learn how to create a variety of MapReduce views to help you query and aggregate data in CouchDB’s large, distributed datasets.You'll get step-by-step instructions and lots of sample
... Read more

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