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Cleaning Data for Effective Data Science

Doing the other 80% of the work with Python, R, and command-line tools

by David Mertz ...

Think about your data intelligently and ask the right questionsKey FeaturesMaster data cleaning techniques necessary to perform real-world data science and machine learning tasksSpot common problems with dirty data and develop flexible solutions from first principlesTest and refine your newly acquired skills through detailed exercises at the end of each chapterBook DescriptionData cleaning is the ... Read more

$37.59 CAD or Free with Kobo Plus

Think about your data intelligently and ask the right questionsKey FeaturesMaster data cleaning techniques necessary to perform real-world data science and machine learning tasksSpot common problems with dirty data and develop flexible solutions from first principlesTest and refine your newly acquired skills through detailed exercises at the end of each chapterBook DescriptionData cleaning is the
... Read more
Julia 1.0 Programming Cookbook

Over 100 numerical and distributed computing recipes for your daily data science work?ow

by Bogumił Kamiński, Przemysław Szufel ...

Discover the new features and widely used packages in Julia to solve complex computational problems in your statistical applications. Key FeaturesAddress the core problems of programming in Julia with the most popular packages for common tasksTackle issues while working with Databases and Parallel data processing with JuliaExplore advanced features such as metaprogramming, functional programming, ... Read more

$41.59 CAD or Free with Kobo Plus

Discover the new features and widely used packages in Julia to solve complex computational problems in your statistical applications. Key FeaturesAddress the core problems of programming in Julia with the most popular packages for common tasksTackle issues while working with Databases and Parallel data processing with JuliaExplore advanced features such as metaprogramming, functional programming,
... Read more
Proceedings of 19th Iberian Conference on Information Systems and Technologies (CISTI 2024)

Volume 3

Edited by Álvaro Rocha, Francisco J. García-Peñalvo, Ramiro Gonçalves, Alicia García-Holgado, Fernando Moreira ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of ... Read more

$258.09 CAD

This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of
... Read more
Splunk 7.x Quick Start Guide

Gain business data insights from operational intelligence

by James H. Baxter ...

Learn how to architect, implement, and administer a complex Splunk Enterprise environment and extract valuable insights from business data.Key FeaturesUnderstand the various components of Splunk and how they work together to provide a powerful Big Data analytics solution.Collect and index data from a wide variety of common machine data sourcesDesign searches, reports, and dashboard visualizations ... Read more

$37.59 CAD or Free with Kobo Plus

Learn how to architect, implement, and administer a complex Splunk Enterprise environment and extract valuable insights from business data.Key FeaturesUnderstand the various components of Splunk and how they work together to provide a powerful Big Data analytics solution.Collect and index data from a wide variety of common machine data sourcesDesign searches, reports, and dashboard visualizations
... Read more
Machine Learning with Apache Spark Quick Start Guide

Uncover patterns, derive actionable insights, and learn from big data using MLlib

by Jillur Quddus ...

Combine advanced analytics including Machine Learning, Deep Learning Neural Networks and Natural Language Processing with modern scalable technologies including Apache Spark to derive actionable insights from Big Data in real-timeKey FeaturesMake a hands-on start in the fields of Big Data, Distributed Technologies and Machine LearningLearn how to design, develop and interpret the results of common ... Read more

$28.79 CAD or Free with Kobo Plus

Combine advanced analytics including Machine Learning, Deep Learning Neural Networks and Natural Language Processing with modern scalable technologies including Apache Spark to derive actionable insights from Big Data in real-timeKey FeaturesMake a hands-on start in the fields of Big Data, Distributed Technologies and Machine LearningLearn how to design, develop and interpret the results of common
... Read more
Blockchain Quick Start Guide

A beginner's guide to developing enterprise-grade decentralized applications

by Xun (Brian) Wu, Weimin Sun ...

Learn quick and effective techniques to get up and running with building blockchain including Ethereum and Hyperledger Fabric.Key FeaturesUnderstand the key concepts of decentralized applications and consensus algorithmsLearn key concepts of Ethereum and Solidity programmingPractical guide to get started with build efficient Blockchain applications with Ethereum and HyperledgerBook ... Read more

$28.79 CAD or Free with Kobo Plus

Learn quick and effective techniques to get up and running with building blockchain including Ethereum and Hyperledger Fabric.Key FeaturesUnderstand the key concepts of decentralized applications and consensus algorithmsLearn key concepts of Ethereum and Solidity programmingPractical guide to get started with build efficient Blockchain applications with Ethereum and HyperledgerBook
... Read more
Mastering Apache Cassandra 3.x

An expert guide to improving database scalability and availability without compromising performance

by Aaron Ploetz, Tejaswi Malepati ...

Build, manage, and configure high-performing, reliable NoSQL database for your applications with CassandraKey FeaturesWrite programs more efficiently using Cassandra's features with the help of examplesConfigure Cassandra and fine-tune its parameters depending on your needsIntegrate Cassandra database with Apache Spark and build strong data analytics pipelineBook DescriptionWith ever-increasing ... Read more

$37.59 CAD or Free with Kobo Plus

Build, manage, and configure high-performing, reliable NoSQL database for your applications with CassandraKey FeaturesWrite programs more efficiently using Cassandra's features with the help of examplesConfigure Cassandra and fine-tune its parameters depending on your needsIntegrate Cassandra database with Apache Spark and build strong data analytics pipelineBook DescriptionWith ever-increasing
... Read more
Proceedings of 19th Iberian Conference on Information Systems and Technologies (CISTI 2024)

Volume 1

Edited by Álvaro Rocha, Francisco J. García-Peñalvo, Ramiro Gonçalves, Alicia García-Holgado, Fernando Moreira ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of ... Read more

$258.09 CAD

This book gathers the peer-reviewed papers presented at the 19th Iberian Conference on Information Systems and Technologies (CISTI’2024), held at the University of Salamanca, Spain, from June 25 to 28, 2024.CISTI is a leading international forum that brings together academics, researchers, practitioners, and industry professionals to exchange insights on the latest advances and applications of
... Read more
Mastering Scala Machine Learning

Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop

by Alex Kozlov ...

Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and HadoopKey Features\[\*\] This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data\[\*\] Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning\[\*\] Learn the ... Read more

$47.19 CAD or Free with Kobo Plus

Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and HadoopKey Features\[\*\] This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data\[\*\] Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning\[\*\] Learn the
... Read more
Fast Data Processing with Spark 2

Accelerate your data for rapid insight

by Krishna Sankar, Holden Karau ...

Learn how to use Spark to process big data at speed and scale for sharper analytics. Put the principles into practice for faster, slicker big data projects.Key Features\[\*\] A quick way to get started with Spark – and reap the rewards\[\*\] From analytics to engineering your big data architecture, we’ve got it covered\[\*\] Bring your Scala and Java knowledge – and put it to work on new and ... Read more

$37.59 CAD or Free with Kobo Plus

Learn how to use Spark to process big data at speed and scale for sharper analytics. Put the principles into practice for faster, slicker big data projects.Key Features\[\*\] A quick way to get started with Spark – and reap the rewards\[\*\] From analytics to engineering your big data architecture, we’ve got it covered\[\*\] Bring your Scala and Java knowledge – and put it to work on new and
... Read more
Structured Search for Big Data

From Keywords to Key-objects

by Mikhail Gilula ...

The WWW era made billions of people dramatically dependent on the progress of data technologies, out of which Internet search and Big Data are arguably the most notable. Structured Search paradigm connects them via a fundamental concept of key-objects evolving out of keywords as the units of search. The key-object data model and KeySQL revamp the data independence principle making it applicable ... Read more

$27.19 CAD

The WWW era made billions of people dramatically dependent on the progress of data technologies, out of which Internet search and Big Data are arguably the most notable. Structured Search paradigm connects them via a fundamental concept of key-objects evolving out of keywords as the units of search. The key-object data model and KeySQL revamp the data independence principle making it applicable
... Read more
Data Simplification

Taming Information With Open Source Tools

by Jules J. Berman ...

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of ... Read more

$53.59 CAD

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of
... Read more
人工智能技术与大数据

Chinese Edition

by Posts & Telecom Press, Anand Deshpande, Manish Kumar ...

大数据领域的人工智能技术Key Features先讲大数据的本体论、机器学习的基本理论，为具体场景、算法的实践奠定基础在对机器学习的介绍中，对其数学原理、训练过程做基本的讲解，并辅以代码帮助读者了解真实场景中技术工具的使用本书作者在数据生态系统技术和数据管理方面拥有丰富的经验Book Description本书分为两个部分，共12章。第1章到第5章介绍了大数据的本体论、机器学习的基本理论等内容，为具体场景、算法的实践奠定了基础。读者可以了解到，在工程实践中，对大数据的处理、转化方式与人类学习知识并将其转化为实践的过程是多么相似。在对机器学习的介绍中，会对其数学原理、训练过程做基本的讲解，并辅以代码帮助读者了解真实场景中技术工具的使用。第6章到第12章提供了多个不同的用例，章节之间彼此独立，介绍了如何用人工智能技术（自然语言处理、模糊系统、遗传编程、群体智能、强化学习、网络安全、认知计算 ... Read more

$39.99 CAD or Free with Kobo Plus

大数据领域的人工智能技术Key Features先讲大数据的本体论、机器学习的基本理论，为具体场景、算法的实践奠定基础在对机器学习的介绍中，对其数学原理、训练过程做基本的讲解，并辅以代码帮助读者了解真实场景中技术工具的使用本书作者在数据生态系统技术和数据管理方面拥有丰富的经验Book Description本书分为两个部分，共12章。第1章到第5章介绍了大数据的本体论、机器学习的基本理论等内容，为具体场景、算法的实践奠定了基础。读者可以了解到，在工程实践中，对大数据的处理、转化方式与人类学习知识并将其转化为实践的过程是多么相似。在对机器学习的介绍中，会对其数学原理、训练过程做基本的讲解，并辅以代码帮助读者了解真实场景中技术工具的使用。第6章到第12章提供了多个不同的用例，章节之间彼此独立，介绍了如何用人工智能技术（自然语言处理、模糊系统、遗传编程、群体智能、强化学习、网络安全、认知计算
... Read more
R for Conservation and Development Projects

A Primer for Practitioners

by Nathan Whitmore ...

Series series Chapman & Hall/CRC The R Series
This book is aimed at conservation and development practitioners who need to learn and use R in a part-time professional context. It gives people with a non-technical background a set of skills to graph, map, and model in R. It also provides background on data integration in project management and covers fundamental statistical concepts. The book aims to demystify R and give practitioners the ... Read more

$122.14 CAD

This book is aimed at conservation and development practitioners who need to learn and use R in a part-time professional context. It gives people with a non-technical background a set of skills to graph, map, and model in R. It also provides background on data integration in project management and covers fundamental statistical concepts. The book aims to demystify R and give practitioners the
... Read more
Data-Driven Law

Data Analytics and the New Legal Services

Edited by Edward J. Walters ...

Series series Data Analytics Applications
For increasingly data-savvy clients, lawyers can no longer give "it depends" answers rooted in anecdata. Clients insist that their lawyers justify their reasoning, and with more than a limited set of war stories. The considered judgment of an experienced lawyer is unquestionably valuable. However, on balance, clients would rather have the considered judgment of an experienced lawyer informed by ... Read more

$90.92 CAD

For increasingly data-savvy clients, lawyers can no longer give "it depends" answers rooted in anecdata. Clients insist that their lawyers justify their reasoning, and with more than a limited set of war stories. The considered judgment of an experienced lawyer is unquestionably valuable. However, on balance, clients would rather have the considered judgment of an experienced lawyer informed by
... Read more
Machine Learning and Big Data with kdb+/q

by Jan Novotny, Paul A. Bilokon, Aris Galiotos, Frederic Deleze ...

Series series Wiley Finance
Upgrade your programming language to more effectively handle high-frequency dataMachine Learning and Big Data with KDB+/Q offers quants, programmers and algorithmic traders a practical entry into the powerful but non-intuitive kdb+ database and q programming language. Ideally designed to handle the speed and volume of high-frequency financial data at sell- and buy-side institutions, these tools ... Read more

$84.99 CAD

Upgrade your programming language to more effectively handle high-frequency dataMachine Learning and Big Data with KDB+/Q offers quants, programmers and algorithmic traders a practical entry into the powerful but non-intuitive kdb+ database and q programming language. Ideally designed to handle the speed and volume of high-frequency financial data at sell- and buy-side institutions, these tools
... Read more
Data Labeling in Machine Learning with Python

Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models

by Vijaya Kumar Suda ...

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data ... Read more

$42.39 CAD or Free with Kobo Plus

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data
... Read more
AWS Certified Database – Specialty (DBS-C01) Certification Guide

A comprehensive guide to becoming an AWS Certified Database specialist

by Kate Gawron ...

Pass the AWS Certified Database- Specialty Certification exam with the help of practice testsKey FeaturesUnderstand different AWS database technologies and when to use themMaster the management and administration of AWS databases using both the console and command lineComplete, up-to-date coverage of DBS-C01 exam objectives to pass it on the first attemptBook DescriptionThe AWS Certified Database ... Read more

$44.79 CAD or Free with Kobo Plus

Pass the AWS Certified Database- Specialty Certification exam with the help of practice testsKey FeaturesUnderstand different AWS database technologies and when to use themMaster the management and administration of AWS databases using both the console and command lineComplete, up-to-date coverage of DBS-C01 exam objectives to pass it on the first attemptBook DescriptionThe AWS Certified Database
... Read more
The AI Optimization Playbook

Drive business success with proven AI strategies, best practices, and responsible innovation

by Dr. Chun Schiros, Supreet Kaur, Rajdeep Arora, Dr. Usha Jagannathan ...

Deliver measurable business value by applying strategic, technical, and ethical frameworks to AI initiatives at scale Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesBuild AI strategies that align with business goals and maximize ROIImplement enterprise-ready frameworks for MLOps, LLMOps, and Responsible AILearn from real-world case studies spanning ... Read more

$36.99 CAD or Free with Kobo Plus

Deliver measurable business value by applying strategic, technical, and ethical frameworks to AI initiatives at scale Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesBuild AI strategies that align with business goals and maximize ROIImplement enterprise-ready frameworks for MLOps, LLMOps, and Responsible AILearn from real-world case studies spanning
... Read more
Unlocking the Hidden Potentials of Organization Through Merging of Humans and Digitals

Volume 2

Edited by Velimir Štavljanin, Ivana Mijatović, Ivan Luković ...

Series series Springer Nature Proceedings excluding Computer Science
This book contains a selection of extended and peer-reviewed high-quality research papers presented at the XIX International Symposium of Organizational Sciences—SymOrg 2024, held in Zlatibor, Serbia, from 12 to 15 June 2024. The unique characteristics of modern digital technologies, when combined with human capabilities, have the potential to unlock hidden organizational value. Yet, realizing ... Read more

$232.29 CAD

This book contains a selection of extended and peer-reviewed high-quality research papers presented at the XIX International Symposium of Organizational Sciences—SymOrg 2024, held in Zlatibor, Serbia, from 12 to 15 June 2024. The unique characteristics of modern digital technologies, when combined with human capabilities, have the potential to unlock hidden organizational value. Yet, realizing
... Read more
Resource Efficient LDPC Decoders

From Algorithms to Hardware Architectures

by Vikram Arkalgud Chandrasetty, Syed Mahfuzul Aziz ...

This book takes a practical hands-on approach to developing low complexity algorithms and transforming them into working hardware. It follows a complete design approach – from algorithms to hardware architectures - and addresses some of the challenges associated with their design, providing insight into implementing innovative architectures based on low complexity algorithms.The reader will learn: ... Read more

$119.19 CAD

This book takes a practical hands-on approach to developing low complexity algorithms and transforming them into working hardware. It follows a complete design approach – from algorithms to hardware architectures - and addresses some of the challenges associated with their design, providing insight into implementing innovative architectures based on low complexity algorithms.The reader will learn:
... Read more
Getting Started with Flurry Analytics

by Bhanu Birani ...

An easy-to-follow, step-by-step tutorial full of examples and code to help you quickly get started with Flurry analytics.This book is great for developers who want to track their applications instantly using Flurry analytics and who are looking to get a good grounding in how to use Flurry for analytics in their application. It's assumed that you will have some experience with Objective-C and a ... Read more

$17.39 CAD or Free with Kobo Plus

An easy-to-follow, step-by-step tutorial full of examples and code to help you quickly get started with Flurry analytics.This book is great for developers who want to track their applications instantly using Flurry analytics and who are looking to get a good grounding in how to use Flurry for analytics in their application. It's assumed that you will have some experience with Objective-C and a
... Read more
Data Science in Finance and Accounting

Edited by Hien Thu Thi Nguyen, Hai Hong Phan, Van-Nam Huynh ...

Series series Economics and Finance (R0)
This book brings together innovative research at the intersection of data science, machine learning, and finance. Covering a wide spectrum of topics—including explainable AI, financial distress prediction, stock market forecasting, investment strategies, audit analytics, and economic modeling—it showcases both theoretical developments and applied case studies from around the world.With chapters ... Read more

$232.29 CAD

This book brings together innovative research at the intersection of data science, machine learning, and finance. Covering a wide spectrum of topics—including explainable AI, financial distress prediction, stock market forecasting, investment strategies, audit analytics, and economic modeling—it showcases both theoretical developments and applied case studies from around the world.With chapters
... Read more
When Data Moves

by Harveer Singh ...

When Data Moves is a revolutionary work that challenges the tech industry to remember that data systems serve humans, not machines. Written by Harveer Singh, a globally recognized data and AI leader with 25 years of experience transforming financial institutions, this book reveals the invisible infrastructure that powers modern life-from coffee orders to life-saving medical transactions.This is ... Read more

$13.99 CAD or Free with Kobo Plus

When Data Moves is a revolutionary work that challenges the tech industry to remember that data systems serve humans, not machines. Written by Harveer Singh, a globally recognized data and AI leader with 25 years of experience transforming financial institutions, this book reveals the invisible infrastructure that powers modern life-from coffee orders to life-saving medical transactions.This is
... Read more

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