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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

$28.99 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 Engineering with AWS

Learn how to design and build cloud-based data transformation pipelines using AWS

by Gareth Eagar ...

The missing expert-led manual for the AWS ecosystem — go from foundations to building data engineering pipelines effortlessly Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesLearn about common data architectures and modern approaches to generating value from big dataExplore AWS tools for ingesting, transforming, and consuming data, and for orchestrating ... Read more

$46.99 USD or Free with Kobo Plus

The missing expert-led manual for the AWS ecosystem — go from foundations to building data engineering pipelines effortlessly Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesLearn about common data architectures and modern approaches to generating value from big dataExplore AWS tools for ingesting, transforming, and consuming data, and for orchestrating
... Read more
Regression Analysis with R

Design and develop statistical nodes to identify unique relationships within data at scale

by Giuseppe Ciaburro, Pierre Paquay, Manoj Kumar, Shaikh Salamatullah ...

Build effective regression models in R to extract valuable insights from real dataKey FeaturesImplement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing valuesFrom Simple Linear Regression to Logistic Regression - this book covers all regression techniques and their implementation in RA complete guide to building ... Read more

$34.99 USD or Free with Kobo Plus

Build effective regression models in R to extract valuable insights from real dataKey FeaturesImplement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing valuesFrom Simple Linear Regression to Logistic Regression - this book covers all regression techniques and their implementation in RA complete guide to building
... Read more
Deep Learning with PyTorch

by Luca Pietro Giovanni Antiga, Eli Stevens, Thomas Viehmann ...

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorchKey FeaturesWritten by PyTorch’s creator and key contributorsDevelop deep learning models in a familiar Pythonic wayUse PyTorch to build an image classifier for cancer detectionDiagnose ... Read more

$36.99 USD

“We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorchKey FeaturesWritten by PyTorch’s creator and key contributorsDevelop deep learning models in a familiar Pythonic wayUse PyTorch to build an image classifier for cancer detectionDiagnose
... 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

$41.99 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
Advanced Splunk

Master the art of getting the maximum out of your machine data using Splunk

by Ashish Kumar Tulsiram Yadav ...

Master the art of getting the maximum out of your machine data using SplunkKey Features\[\*\] A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3\[\*\] Develop and manage your own Splunk apps for greater insight from your machine data\[\*\] Full coverage of high-level Splunk techniques including advanced searches, manipulations, and ... Read more

$41.99 USD or Free with Kobo Plus

Master the art of getting the maximum out of your machine data using SplunkKey Features\[\*\] A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3\[\*\] Develop and manage your own Splunk apps for greater insight from your machine data\[\*\] Full coverage of high-level Splunk techniques including advanced searches, manipulations, and
... Read more
Apache Oozie

The Workflow Scheduler for Hadoop

by Mohammad Kamrul Islam, Aravind Srinivasan ...

Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs. With this hands-on guide, two experienced Hadoop practitioners walk you through the intricacies of this powerful and flexible platform, with numerous examples and real-world use cases.Once you set up your Oozie server, you’ll dive into techniques for writing and coordinating workflows, and learn how to ... Read more

$24.99 USD

Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs. With this hands-on guide, two experienced Hadoop practitioners walk you through the intricacies of this powerful and flexible platform, with numerous examples and real-world use cases.Once you set up your Oozie server, you’ll dive into techniques for writing and coordinating workflows, and learn how to
... Read more
Kubeflow for Machine Learning

by Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko ...

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with ... Read more

$30.99 USD

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with
... Read more
Interactive Visualization and Plotting with Julia

Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more

by Diego Javier Zea ...

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language ... Read more

$35.99 USD or Free with Kobo Plus

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language
... Read more
Thoughtful Machine Learning with Python

A Test-Driven Approach

by Matthew Kirk ...

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a ... Read more

$26.99 USD

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a
... Read more
Scaling Python with Ray

Adventures in Cloud and Serverless Patterns

by Holden Karau, Boris Lublinsky ...

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software ... Read more

$41.99 USD

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software
... Read more
Building Integrations with MuleSoft

Integrating Systems and Unifying Data in the Enterprise

by Pooja Kamath, Diane Kesler ...

This concise yet comprehensive guide shows developers and architects how to tackle data integration challenges with MuleSoft. Authors Pooja Kamath and Diane Kesler take you through the process necessary to build robust and scalable integration solutions step-by-step.Supported by real-world use cases, Building Integrations with MuleSoft teaches you to identify and resolve performance bottlenecks, ... Read more

$36.79 USD

This concise yet comprehensive guide shows developers and architects how to tackle data integration challenges with MuleSoft. Authors Pooja Kamath and Diane Kesler take you through the process necessary to build robust and scalable integration solutions step-by-step.Supported by real-world use cases, Building Integrations with MuleSoft teaches you to identify and resolve performance bottlenecks,
... Read more
Data Contracts

Developing Production-Grade Pipelines at Scale

by Chad Sanderson, Mark Freeman, B. E. Schmidt ...

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well ... Read more

$48.99 USD

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well
... 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
Elasticsearch 5.x Cookbook

Distributed Search and Analytics

by Alberto Paro ...

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

$44.99 USD or Free with Kobo Plus

Over 170 advanced recipes to search, analyze, deploy, manage, and monitor data effectively with Elasticsearch 5.xKey Features\[\*\]Deploy and manage simple Elasticsearch nodes as well as complex cluster topologies\[\*\]Write native plugins to extend the functionalities of Elasticsearch 5.x to boost your business\[\*\]Packed with clear, step-by-step recipes to walk you through the capabilities of
... Read more
1000 Big Data & Hadoop Interview Questions and Answers

by Vamsee Puligadda ...

Knowledge for Free...Get that job, you aspire for!Want to switch to that high paying job? Or are you already been preparing hard to give interview the next weekend?Do you know how many people get rejected in interviews by preparing only concepts but not focusing on actually which questions will be asked in the interview?Don't be that person this time.This is the most comprehensive Big Data, Hadoop ... Read more

$2.99 USD

Knowledge for Free...Get that job, you aspire for!Want to switch to that high paying job? Or are you already been preparing hard to give interview the next weekend?Do you know how many people get rejected in interviews by preparing only concepts but not focusing on actually which questions will be asked in the interview?Don't be that person this time.This is the most comprehensive Big Data, Hadoop
... Read more
Hands-On Data Analysis with NumPy and pandas

Implement Python packages from data manipulation to processing

by Curtis Miller ...

Get to grips with the most popular Python packages that make data analysis possibleKey FeaturesExplore the tools you need to become a data analystDiscover practical examples to help you grasp data processing conceptsWalk through hierarchical indexing and grouping for data analysisBook DescriptionPython, a multi-paradigm programming language, has become the language of choice for data scientists ... Read more

$25.69 USD or Free with Kobo Plus

Get to grips with the most popular Python packages that make data analysis possibleKey FeaturesExplore the tools you need to become a data analystDiscover practical examples to help you grasp data processing conceptsWalk through hierarchical indexing and grouping for data analysisBook DescriptionPython, a multi-paradigm programming language, has become the language of choice for data scientists
... Read more
Machine Learning Quick Reference

Quick and essential machine learning hacks for training smart data models

by Rahul Kumar ...

Your hands-on reference guide to developing, training, and optimizing your machine learning modelsKey FeaturesYour guide to learning efficient machine learning processes from scratchExplore expert techniques and hacks for a variety of machine learning conceptsWrite effective code in R, Python, Scala, and Spark to solve all your machine learning problemsBook DescriptionMachine learning makes it ... Read more

$22.79 USD or Free with Kobo Plus

Your hands-on reference guide to developing, training, and optimizing your machine learning modelsKey FeaturesYour guide to learning efficient machine learning processes from scratchExplore expert techniques and hacks for a variety of machine learning conceptsWrite effective code in R, Python, Scala, and Spark to solve all your machine learning problemsBook DescriptionMachine learning makes it
... Read more
iPhone 12 User Guide

Simplified Manual on how to setup and master iPhone 12, iphone 12 Pro, iPhone 12 Pro Max for dummies, Beginners and Seniors 2020

by Stone O. Crux ...

iPhone 12 features a 6.1-inch Super Retina XDR display with OLED technology and is powered by the new A14 Bionic processor, with options of 64GB, 128GB, or 256GB of internal storage. The rear camera system is dual, with two 12MP lenses adding optical image stabilization and various software enhancements. The TrueDepth front camera is 12MP. The iPhone 12 uses Face ID for security, supports fast and ... Read more

$5.00 USD or Free with Kobo Plus

iPhone 12 features a 6.1-inch Super Retina XDR display with OLED technology and is powered by the new A14 Bionic processor, with options of 64GB, 128GB, or 256GB of internal storage. The rear camera system is dual, with two 12MP lenses adding optical image stabilization and various software enhancements. The TrueDepth front camera is 12MP. The iPhone 12 uses Face ID for security, supports fast and
... Read more
Cassandra: The Definitive Guide, (Revised) Third Edition

Distributed Data at Web Scale

by Jeff Carpenter, Eben Hewitt ...

Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra- ... Read more

$48.99 USD

Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra-
... 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
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

$11.99 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
Neo4j - A Graph Project Story

by Frank Kutzler, Nicolas Rouyer, Nicolas Mervaillie, Sylvain Roussy ...

This book provides you with a concrete approach of using Neo4j in a production context. Written in the style of a play, it reports the debates between the members of a technical team specialized in strongly connected data. It focuses on methodology, integrations with existing systems, performance, monitoring and security.You may already have an idea of what Neo4j is and how it works, and maybe you ... Read more

$28.99 USD

This book provides you with a concrete approach of using Neo4j in a production context. Written in the style of a play, it reports the debates between the members of a technical team specialized in strongly connected data. It focuses on methodology, integrations with existing systems, performance, monitoring and security.You may already have an idea of what Neo4j is and how it works, and maybe you
... Read more
MySQL Troubleshooting

What To Do When Queries Don't Work

by Sveta Smirnova ...

Stuck with bugs, performance problems, crashes, data corruption, and puzzling output? If you’re a database programmer or DBA, they’re part of your life. The trick is knowing how to quickly recover from them. This unique, example-packed book shows you how to handle an array of vexing problems when working with MySQL.Written by a principal technical support engineer at Oracle, MySQL Troubleshooting ... Read more

$11.99 USD

Stuck with bugs, performance problems, crashes, data corruption, and puzzling output? If you’re a database programmer or DBA, they’re part of your life. The trick is knowing how to quickly recover from them. This unique, example-packed book shows you how to handle an array of vexing problems when working with MySQL.Written by a principal technical support engineer at Oracle, MySQL Troubleshooting
... Read more

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