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Machine Learning on Commodity Tiny Devices

Theory and Practice

by Song Guo, Qihua Zhou ...

This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. This book presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization and hardware-level instruction acceleration.Analyzing the limitations of conventional in-cloud computing would reveal that on-device learning is a ... Read more

$66.99 USD

This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. This book presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization and hardware-level instruction acceleration.Analyzing the limitations of conventional in-cloud computing would reveal that on-device learning is a
... Read more
Your Unseen Operating Model

30 Working Days to Defeat the Invisible Enemy—And Survive the 2030 Convergence

by Liz Henderson, Elizabeth Henderson ...

Series Book 2 - Data Leadership Series
Why Hidden Data Friction Costs Boards MillionsAnd what leaders can do about it—nowA concise, evidence-led roadmap to quantify, eliminate, and govern data friction—so boards can act with confidence.Foreword HighlightsFrom AI Strategy to Business ValueForeword by Kieran Gilmurray, Chief AI OfficerTurning AI potential into measurable business value depends on organisational capa... ... Read more

$13.00 USD or Free with Kobo Plus

Why Hidden Data Friction Costs Boards MillionsAnd what leaders can do about it—nowA concise, evidence-led roadmap to quantify, eliminate, and govern data friction—so boards can act with confidence.Foreword HighlightsFrom AI Strategy to Business ValueForeword by Kieran Gilmurray, Chief AI OfficerTurning AI potential into measurable business value depends on organisational capa...
... Read more
Big Data Analytics in Fog-Enabled IoT Networks

Towards a Privacy and Security Perspective

Edited by Govind P. Gupta, Rakesh Tripathi, Brij B. Gupta, Kwok Tai Chui ...

The integration of fog computing with the resource-limited Internet of Things (IoT) network formulates the concept of the fog-enabled IoT system. Due to a large number of IoT devices, the IoT is a main source of Big Data. A large volume of sensing data is generated by IoT systems such as smart cities and smart-grid applications. A fundamental research issue is how to provide a fast and efficient ... Read more

$66.99 USD

The integration of fog computing with the resource-limited Internet of Things (IoT) network formulates the concept of the fog-enabled IoT system. Due to a large number of IoT devices, the IoT is a main source of Big Data. A large volume of sensing data is generated by IoT systems such as smart cities and smart-grid applications. A fundamental research issue is how to provide a fast and efficient
... Read more
Work Stress Induced Chronic Diseases in Construction

Discoveries using data analytics

by Imriyas Kamardeen ...

Series series Spon Research
This book aims to fill a gap in the current construction health and safety research and discover new knowledge about work stress induced chronic diseases among construction industry professionals. In achieving these aims, the book investigates:the nature and extent of psychosocial stressors experienced by construction professionals, stress management tactics applied and the impact on mental ... Read more

$67.99 USD

This book aims to fill a gap in the current construction health and safety research and discover new knowledge about work stress induced chronic diseases among construction industry professionals. In achieving these aims, the book investigates:the nature and extent of psychosocial stressors experienced by construction professionals, stress management tactics applied and the impact on mental
... Read more
Data Science Projects with Python

A case study approach to successful data science projects using Python, pandas, and scikit-learn

by Stephen Klosterman ...

Gain hands-on experience with industry-standard data analysis and machine learning tools in PythonKey FeaturesTackle data science problems by identifying the problem to be solvedIllustrate patterns in data using appropriate visualizationsImplement suitable machine learning algorithms to gain insights from dataBook DescriptionData Science Projects with Python is designed to give you practical ... Read more

$26.99 USD or Free with Kobo Plus

Gain hands-on experience with industry-standard data analysis and machine learning tools in PythonKey FeaturesTackle data science problems by identifying the problem to be solvedIllustrate patterns in data using appropriate visualizationsImplement suitable machine learning algorithms to gain insights from dataBook DescriptionData Science Projects with Python is designed to give you practical
... Read more
Data Science Projects with Python

A case study approach to gaining valuable insights from real data with machine learning

by Stephen Klosterman ...

Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine ... Read more

$26.99 USD or Free with Kobo Plus

Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine
... Read more
Apache Hive Essentials

Essential techniques to help you process, and get unique insights from, big data

by Dayong Du ...

This book takes you on a fantastic journey to discover the attributes of big data using Apache Hive. Key FeaturesGrasp the skills needed to write efficient Hive queries to analyze the Big DataDiscover how Hive can coexist and work with other tools within the Hadoop ecosystemUses practical, example-oriented scenarios to cover all the newly released features of Apache Hive 2.3.3Book DescriptionIn ... Read more

$25.99 USD or Free with Kobo Plus

This book takes you on a fantastic journey to discover the attributes of big data using Apache Hive. Key FeaturesGrasp the skills needed to write efficient Hive queries to analyze the Big DataDiscover how Hive can coexist and work with other tools within the Hadoop ecosystemUses practical, example-oriented scenarios to cover all the newly released features of Apache Hive 2.3.3Book DescriptionIn
... Read more
Hands-On Exploratory Data Analysis with Python

Perform EDA techniques to understand, summarize, and investigate your data

by Suresh Kumar Mukhiya, Usman Ahmed ...

Discover techniques to summarize the characteristics of your data using PyPlot, NumPy, SciPy, and pandasKey FeaturesUnderstand the fundamental concepts of exploratory data analysis using PythonFind missing values in your data and identify the correlation between different variablesPractice graphical exploratory analysis techniques using Matplotlib and the Seaborn Python packageBook ... Read more

$60.99 USD or Free with Kobo Plus

Discover techniques to summarize the characteristics of your data using PyPlot, NumPy, SciPy, and pandasKey FeaturesUnderstand the fundamental concepts of exploratory data analysis using PythonFind missing values in your data and identify the correlation between different variablesPractice graphical exploratory analysis techniques using Matplotlib and the Seaborn Python packageBook
... Read more
Data-Centric Machine Learning with Python

The ultimate guide to engineering and deploying high-quality models based on good data

by Jonas Christensen, Nakul Bajaj, Manmohan Gosada ...

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical ... Read more

$37.99 USD or Free with Kobo Plus

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical
... Read more
Building Big Data Pipelines with Apache Beam

Use a single programming model for both batch and stream data processing

by Jan Lukavsky ...

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open ... Read more

$35.99 USD or Free with Kobo Plus

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open
... Read more
Advances in Natural Language Processing and Information Retrieval

Edited by Herwig Unger, Phayung Meesad ...

Series series Springer Nature Proceedings excluding Computer Science
This book collects peer-reviewed and presented papers from 2025 9th International Conference on Natural Language Processing and Information Retrieval (NLPIR 2025), held in Kyushu University, Fukuoka, Japan during December 14–16, 2025. Nowadays, advances in computer engineering made it possible that humans may interact with the machines in their natural language either in the written or the spoken ... Read more

$197.99 USD

This book collects peer-reviewed and presented papers from 2025 9th International Conference on Natural Language Processing and Information Retrieval (NLPIR 2025), held in Kyushu University, Fukuoka, Japan during December 14–16, 2025. Nowadays, advances in computer engineering made it possible that humans may interact with the machines in their natural language either in the written or the spoken
... Read more
Kibana 8.x – A Quick Start Guide to Data Analysis

Learn about data exploration, visualization, and dashboard building with Kibana

by Krishna Shah ...

Uncover valuable business insights by leveraging the power of Kibana to navigate and interpret datasets for improved decision makingKey FeaturesGain profound understanding of the end-to-end workings of KibanaExplore the powerful administration features in Kibana 8.x for managing and supporting data ingestion pipelinesBuild your own analytics and visualization solution from scratchPurchase of the ... Read more

$27.99 USD or Free with Kobo Plus

Uncover valuable business insights by leveraging the power of Kibana to navigate and interpret datasets for improved decision makingKey FeaturesGain profound understanding of the end-to-end workings of KibanaExplore the powerful administration features in Kibana 8.x for managing and supporting data ingestion pipelinesBuild your own analytics and visualization solution from scratchPurchase of the
... Read more
Neo4j 4.0 Certification

Exam Practice Tests

by Cristian Scutaru ...

This is an e-book for existing Neo4j Certified Professionals willing to pass the new Neo4j 4.0 Certification exam. It contains five original practice tests with 30 questions each, to help you pass the new FREE Neo4j 4.0 Certification exam with highest score possible.Passing the Neo4j Certified Professional exam first is a prerequisite! You'll not be allowed to start this exam online if your email ... Read more

$7.27 USD or Free with Kobo Plus

This is an e-book for existing Neo4j Certified Professionals willing to pass the new Neo4j 4.0 Certification exam. It contains five original practice tests with 30 questions each, to help you pass the new FREE Neo4j 4.0 Certification exam with highest score possible.Passing the Neo4j Certified Professional exam first is a prerequisite! You'll not be allowed to start this exam online if your email
... Read more
Estrutura de bancos de dados para saúde

by Cesar Augusto Pascali Rago, Paula Bertone Norberto ...

Series series Série Universitária
A Série Universitária foi desenvolvida pelo Senac São Paulo com o intuito de preparar profissionais para o mercado de trabalho. Os títulos abrangem diversas áreas, abordando desde conhecimentos teóricos e práticos adequados às exigências profissionais até a formação ética e sólida.Estrutura de banco de dados para saúde apresenta conceitos e fundamentos sobre banco de dados, bem como sua ... Read more

$5.99 USD

A Série Universitária foi desenvolvida pelo Senac São Paulo com o intuito de preparar profissionais para o mercado de trabalho. Os títulos abrangem diversas áreas, abordando desde conhecimentos teóricos e práticos adequados às exigências profissionais até a formação ética e sólida.Estrutura de banco de dados para saúde apresenta conceitos e fundamentos sobre banco de dados, bem como sua
... Read more
Python Data Mining Quick Start Guide

A beginner's guide to extracting valuable insights from your data

by Nathan Greeneltch ...

Explore the different data mining techniques using the libraries and packages offered by PythonKey FeaturesGrasp the basics of data loading, cleaning, analysis, and visualizationUse the popular Python libraries such as NumPy, pandas, matplotlib, and scikit-learn for data miningYour one-stop guide to build efficient data mining pipelines without going into too much theoryBook DescriptionData mining ... Read more

$22.99 USD or Free with Kobo Plus

Explore the different data mining techniques using the libraries and packages offered by PythonKey FeaturesGrasp the basics of data loading, cleaning, analysis, and visualizationUse the popular Python libraries such as NumPy, pandas, matplotlib, and scikit-learn for data miningYour one-stop guide to build efficient data mining pipelines without going into too much theoryBook DescriptionData mining
... Read more
Learning PySpark

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0

by Tomasz Drabas, Denny Lee ...

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with ... Read more

$37.99 USD or Free with Kobo Plus

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with
... Read more
Python for Finance

Apply powerful finance models and quantitative analysis with Python

by Yuxing Yan ...

Learn and implement various Quantitative Finance concepts using the popular Python libraries Key Features\[\*\]Understand the fundamentals of Python data structures and work with time-series data\[\*\]Implement key concepts in quantitative finance using popular Python libraries such as NumPy, SciPy, and matplotlib\[\*\]A step-by-step tutorial packed with many Python programs that will help you ... Read more

$41.99 USD or Free with Kobo Plus

Learn and implement various Quantitative Finance concepts using the popular Python libraries Key Features\[\*\]Understand the fundamentals of Python data structures and work with time-series data\[\*\]Implement key concepts in quantitative finance using popular Python libraries such as NumPy, SciPy, and matplotlib\[\*\]A step-by-step tutorial packed with many Python programs that will help you
... Read more
Data-Intensive Science

Edited by Terence Critchlow, Kerstin Kleese van Dam ...

Series series Chapman & Hall/CRC Computational Science
Data-intensive science has the potential to transform scientific research and quickly translate scientific progress into complete solutions, policies, and economic success. But this collaborative science is still lacking the effective access and exchange of knowledge among scientists, researchers, and policy makers across a range of disciplines. Bringing together leaders from multiple scientific ... Read more

$72.99 USD

Data-intensive science has the potential to transform scientific research and quickly translate scientific progress into complete solutions, policies, and economic success. But this collaborative science is still lacking the effective access and exchange of knowledge among scientists, researchers, and policy makers across a range of disciplines. Bringing together leaders from multiple scientific
... Read more
Hadoop: Data Processing and Modelling

by Garry Turkington, Tanmay Deshpande, Sandeep Karanth ...

Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data setsAbout This BookConquer the mountain of data using Hadoop 2.X toolsThe authors succeed in creating a context for Hadoop and its ecosystemHands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platformsOvercome the challenging data ... Read more

$71.99 USD or Free with Kobo Plus

Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data setsAbout This BookConquer the mountain of data using Hadoop 2.X toolsThe authors succeed in creating a context for Hadoop and its ecosystemHands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platformsOvercome the challenging data
... Read more
Java: Data Science Made Easy

by Richard M. Reese, Jennifer L. Reese, Alexey Grigorev ...

Data collection, processing, analysis, and moreAbout This BookYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesA highly practical course covering a broad set of topics - from the basics of Machine Learning to Deep Learning and Big Data frameworks.Who This Book Is ForThis course is ... Read more

$61.99 USD or Free with Kobo Plus

Data collection, processing, analysis, and moreAbout This BookYour entry ticket to the world of data science with the stability and power of JavaExplore, analyse, and visualize your data effectively using easy-to-follow examplesA highly practical course covering a broad set of topics - from the basics of Machine Learning to Deep Learning and Big Data frameworks.Who This Book Is ForThis course is
... Read more
Machine Learning with Spark

Develop intelligent, distributed machine learning systems

by Rajdeep Dua, Manpreet Singh Ghotra, Nick Pentreath, Brian O'Neill, Stephen Boesch ...

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular ... Read more

$41.99 USD or Free with Kobo Plus

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular
... Read more
Emerging Smart Technologies for Critical Infrastructure

Edited by Shantanu Pal, Zahra Jadidi, Ernest Foo, Subhas C. Mukhopadhyay ...

Series series Engineering (R0)
This book highlights the latest advancements, innovation, technology, and real-world challenges and solutions related to smart critical infrastructure. In addition, it provides quantitative and qualitative research innovations to individual, academic, organizational and industry practitioners in a wide range of practical solutions using emerging technologies in areas such as smart sensing, data ... Read more

$152.99 USD

This book highlights the latest advancements, innovation, technology, and real-world challenges and solutions related to smart critical infrastructure. In addition, it provides quantitative and qualitative research innovations to individual, academic, organizational and industry practitioners in a wide range of practical solutions using emerging technologies in areas such as smart sensing, data
... Read more
Essential Statistics for Non-STEM Data Analysts

Get to grips with the statistics and math knowledge needed to enter the world of data science with Python

by Rongpeng Li ...

Reinforce your understanding of data science and data analysis from a statistical perspective to extract meaningful insights from your data using Python programmingKey FeaturesWork your way through the entire data analysis pipeline with statistics concerns in mind to make reasonable decisionsUnderstand how various data science algorithms functionBuild a solid foundation in statistics for data ... Read more

$27.99 USD or Free with Kobo Plus

Reinforce your understanding of data science and data analysis from a statistical perspective to extract meaningful insights from your data using Python programmingKey FeaturesWork your way through the entire data analysis pipeline with statistics concerns in mind to make reasonable decisionsUnderstand how various data science algorithms functionBuild a solid foundation in statistics for data
... Read more
Apache Airflow Best Practices

A practical guide to orchestrating data workflow with Apache Airflow

by Dylan Intorf, Dylan Storey, Kendrick van Doorn ...

Confidently orchestrate your data pipelines with Apache Airflow by applying industry best practices and scalable strategiesKey FeaturesSeamlessly migrate from Airflow 1.x to 2.x and explore the key features and improvements in version 2.xLearn Apache Airflow workflow authoring through practical, real-world use casesDiscover strategies to optimize and scale Airflow pipelines for high availability ... Read more

$32.99 USD or Free with Kobo Plus

Confidently orchestrate your data pipelines with Apache Airflow by applying industry best practices and scalable strategiesKey FeaturesSeamlessly migrate from Airflow 1.x to 2.x and explore the key features and improvements in version 2.xLearn Apache Airflow workflow authoring through practical, real-world use casesDiscover strategies to optimize and scale Airflow pipelines for high availability
... Read more

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