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Digital Interaction and Machine Intelligence

Proceedings of MIDI’2021 – 9th Machine Intelligence and Digital Interaction Conference, December 9-10, 2021, Warsaw, Poland

Edited by Cezary Biele, Janusz Kacprzyk, Wiesław Kopeć, Jan W. Owsiński, Andrzej Romanowski, Marcin Sikorski ...

Series series Springer Nature Proceedings excluding Computer Science
This book is open access, which means that you have free and unlimited access.This book presents the Proceedings of the 9th Machine Intelligence and Digital Interaction Conference. Significant progress in the development of artificial intelligence (AI) and its wider use in many interactive products are quickly transforming further areas of our life, which results in the emergence of various new ... Read more

Free

This book is open access, which means that you have free and unlimited access.This book presents the Proceedings of the 9th Machine Intelligence and Digital Interaction Conference. Significant progress in the development of artificial intelligence (AI) and its wider use in many interactive products are quickly transforming further areas of our life, which results in the emergence of various new
... Read more
Data Science for Marketing Analytics

A practical guide to forming a killer marketing strategy through data analysis with Python

by Mirza Rahim Baig, Gururajan Govindan, Vishwesh Ravi Shrimali ...

Turbocharge your marketing plans by making the leap from simple descriptive statistics in Excel to sophisticated predictive analytics with the Python programming languageKey FeaturesUse data analytics and machine learning in a sales and marketing contextGain insights from data to make better business decisionsBuild your experience and confidence with realistic hands-on practiceBook ... Read more

$33.59 CAD or Free with Kobo Plus

Turbocharge your marketing plans by making the leap from simple descriptive statistics in Excel to sophisticated predictive analytics with the Python programming languageKey FeaturesUse data analytics and machine learning in a sales and marketing contextGain insights from data to make better business decisionsBuild your experience and confidence with realistic hands-on practiceBook
... Read more
Mindmasters

The Data-Driven Science of Predicting and Changing Human Behavior

by Sandra Matz ...

A fascinating exploration of how algorithms penetrate the most intimate aspects of our psychology—from the pioneering expert on psychological targeting.There are more pieces of digital data than there are stars in the universe. This data helps us monitor our planet, decipher our genetic code, and take a deep dive into our psychology.As algorithms become increasingly adept at accessing the human ... Read more

$31.19 CAD or Free with Kobo Plus

A fascinating exploration of how algorithms penetrate the most intimate aspects of our psychology—from the pioneering expert on psychological targeting.There are more pieces of digital data than there are stars in the universe. This data helps us monitor our planet, decipher our genetic code, and take a deep dive into our psychology.As algorithms become increasingly adept at accessing the human
... Read more
Mastering Social Media Mining with R

Extract valuable data from your social media sites and make better business decisions using R

by Sharan Kumar Ravindran, Vikram Garg ...

Extract valuable data from your social media sites and make better business decisions using RKey FeaturesExplore the social media APIs in R to capture data and tame itEmploy the machine learning capabilities of R to gain optimal business valueA hands-on guide with real-world examples to help you take advantage of the vast opportunities that come with social media dataBook DescriptionWith an ... Read more

$33.59 CAD or Free with Kobo Plus

Extract valuable data from your social media sites and make better business decisions using RKey FeaturesExplore the social media APIs in R to capture data and tame itEmploy the machine learning capabilities of R to gain optimal business valueA hands-on guide with real-world examples to help you take advantage of the vast opportunities that come with social media dataBook DescriptionWith an
... Read more
Machine Learning for Developers

Uplift your regular applications with the power of statistics, analytics, and machine learning

by Rodolfo Bonnin ...

Your one-stop guide to becoming a Machine Learning expert.Key Features-Learn to develop efficient and intelligent applications by leveraging the power of Machine Learning- A highly practical guide explaining the concepts of problem solving in the easiest possible manner- Implement Machine Learning in the most practical wayBook DescriptionMost of us have heard about the term Machine Learning, but ... Read more

$41.59 CAD or Free with Kobo Plus

Your one-stop guide to becoming a Machine Learning expert.Key Features-Learn to develop efficient and intelligent applications by leveraging the power of Machine Learning- A highly practical guide explaining the concepts of problem solving in the easiest possible manner- Implement Machine Learning in the most practical wayBook DescriptionMost of us have heard about the term Machine Learning, but
... 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

$28.79 CAD 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
Python Tools for Scientists

An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries

by Lee Vaughan ...

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You’ll ... Read more

$42.39 CAD

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You’ll
... Read more
Python Machine Learning

Learn how to build powerful Python machine learning algorithms to generate useful data insights with this data analysis tutorial

by Sebastian Raschka ...

Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsKey FeaturesLeverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk – and answer – tough questions of your data with robust ... Read more

$41.59 CAD or Free with Kobo Plus

Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsKey FeaturesLeverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk – and answer – tough questions of your data with robust
... Read more
Cloud-Based Remote Sensing with Google Earth Engine

Fundamentals and Applications

Edited by Jeffrey A. Cardille, Morgan A. Crowley, David Saah, Nicholas E. Clinton ...

Series series Chemistry and Material Science (R0)
This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants.Cloud Based ... Read more

Free

This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants.Cloud Based
... Read more
Natural Language Processing with Transformers, Revised Edition

by Lewis Tunstall, Leandro von Werra, Thomas Wolf ...

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library ... Read more

$57.59 CAD

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library
... Read more
Number-Crunching

Taming Unruly Computational Problems from Mathematical Physics to Science Fiction

by Paul J. Nahin ...

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are ... Read more

$32.99 CAD

More stimulating mathematics puzzles from bestselling author Paul NahinHow do technicians repair broken communications cables at the bottom of the ocean without actually seeing them? What's the likelihood of plucking a needle out of a haystack the size of the Earth? And is it possible to use computers to create a universal library of everything ever written or every photo ever taken? These are
... Read more
The Data Hero Playbook

Developing Your Data Leadership Superpowers

by Malcolm Hawker ...

For thirty years, “best practices” in data have delivered bigger platforms, thicker slide decks, and disappointing outcomes. The problem isn’t technology. It’s mindset.The Data Hero Playbook reveals how limiting beliefs—learned helplessness, all-or-nothing thinking, externalized blame—have kept data from becoming truly transformational. The cure is a growth mindset, put into action through ... Read more

$27.99 CAD

For thirty years, “best practices” in data have delivered bigger platforms, thicker slide decks, and disappointing outcomes. The problem isn’t technology. It’s mindset.The Data Hero Playbook reveals how limiting beliefs—learned helplessness, all-or-nothing thinking, externalized blame—have kept data from becoming truly transformational. The cure is a growth mindset, put into action through
... Read more
Digital Archaeology

Bridging Method and Theory

Edited by Patrick Daly, Thomas L. Evans ...

The use of computers in archaeology is entering a new phase of unparalleled development, moving on from a specialist methodology on the margins to a powerful practical and analytical tool used across all areas of archaeological interest. With a thorough examination of the ways in which both everyday and cutting-edge technologies can be used to inform and enhance traditional methods, this book ... Read more

$83.81 CAD

The use of computers in archaeology is entering a new phase of unparalleled development, moving on from a specialist methodology on the margins to a powerful practical and analytical tool used across all areas of archaeological interest. With a thorough examination of the ways in which both everyday and cutting-edge technologies can be used to inform and enhance traditional methods, this book
... Read more
XSLT Cookbook

Solutions and Examples for XML and XSLT Developers

by Sal Mangano ...

Forget those funky robot toys that were all the rage in the '80s, XSLT (Extensible Stylesheet Transformations) is the ultimate transformer. This powerful language is expert at transforming XML documents into PDF files, HTML documents, JPEG files--virtually anything your heart desires. As useful as XSLT is, though, most people have a difficult time learning its many peculiarities. And now Version 2 ... Read more

$39.99 CAD

Forget those funky robot toys that were all the rage in the '80s, XSLT (Extensible Stylesheet Transformations) is the ultimate transformer. This powerful language is expert at transforming XML documents into PDF files, HTML documents, JPEG files--virtually anything your heart desires. As useful as XSLT is, though, most people have a difficult time learning its many peculiarities. And now Version 2
... Read more
Decision Intelligence For Dummies

by Pam Baker ...

Learn to use, and not be used by, data to make more insightful decisionsThe availability of data and various forms of AI unlock countless possibilities for business decision makers. But what do you do when you feel pressured to cede your position in the decision-making process altogether?Decision Intelligence For Dummies pumps the brakes on the growing trend to take human beings out of the ... Read more

$27.99 CAD

Learn to use, and not be used by, data to make more insightful decisionsThe availability of data and various forms of AI unlock countless possibilities for business decision makers. But what do you do when you feel pressured to cede your position in the decision-making process altogether?Decision Intelligence For Dummies pumps the brakes on the growing trend to take human beings out of the
... Read more
Learning QGIS, Third Edition

Create great maps and perform geoprocessing tasks with ease

by Anita Graser ...

The latest guide to using QGIS 2.14 to create great maps and perform geoprocessing tasks with ease Key Features\[\*\] Learn how to work with various data and create beautiful maps using this easy-to-follow guide.\[\*\] Give a touch of professionalism to your maps both for functionality and look and feel with the help of this practical guide.\[\*\] A progressive hands-on guide that builds on a geo ... Read more

$33.59 CAD or Free with Kobo Plus

The latest guide to using QGIS 2.14 to create great maps and perform geoprocessing tasks with ease Key Features\[\*\] Learn how to work with various data and create beautiful maps using this easy-to-follow guide.\[\*\] Give a touch of professionalism to your maps both for functionality and look and feel with the help of this practical guide.\[\*\] A progressive hands-on guide that builds on a geo
... Read more
The Datafication of Education

Edited by Juliane Jarke, Andreas Breiter ...

This book attends to the transformation of processes and practices in education, relating to its increasing digitisation and datafication. The introduction of new means to measure, capture, describe and represent social life in numbers has not only transformed the ways in which teaching and learning are organised, but also the ways in which future generations (will) construct reality with and ... Read more

$72.82 CAD

This book attends to the transformation of processes and practices in education, relating to its increasing digitisation and datafication. The introduction of new means to measure, capture, describe and represent social life in numbers has not only transformed the ways in which teaching and learning are organised, but also the ways in which future generations (will) construct reality with and
... Read more
Tableau Cookbook - Recipes for Data Visualization

Create beautiful data visualizations and interactive dashboards with Tableau

by Shweta Savale ...

Create beautiful data visualizations and interactive dashboards with Tableau Key Features\[\*\] Delve into the features and functionalities of Tableau from the ground up with this step-by-step guide that has over 50 “follow-me” recipes\[\*\] Build rich visualizations to effectively highlight the underlying trends and patterns in your data\[\*\] Build beautiful interactive dashboards and ... Read more

$47.19 CAD or Free with Kobo Plus

Create beautiful data visualizations and interactive dashboards with Tableau Key Features\[\*\] Delve into the features and functionalities of Tableau from the ground up with this step-by-step guide that has over 50 “follow-me” recipes\[\*\] Build rich visualizations to effectively highlight the underlying trends and patterns in your data\[\*\] Build beautiful interactive dashboards and
... Read more
Privacy and Big Data

The Players, Regulators, and Stakeholders

by Terence Craig, Mary E. Ludloff ...

Much of what constitutes Big Data is information about us. Through our online activities, we leave an easy-to-follow trail of digital footprints that reveal who we are, what we buy, where we go, and much more. This eye-opening book explores the raging privacy debate over the use of personal data, with one undeniable conclusion: once data's been collected, we have absolutely no control over who ... Read more

$15.99 CAD

Much of what constitutes Big Data is information about us. Through our online activities, we leave an easy-to-follow trail of digital footprints that reveal who we are, what we buy, where we go, and much more. This eye-opening book explores the raging privacy debate over the use of personal data, with one undeniable conclusion: once data's been collected, we have absolutely no control over who
... Read more
Statistical Signal Processing for Neuroscience and Neurotechnology

Edited by Karim G. Oweiss ...

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

$118.39 CAD

This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and
... Read more
Joe Celko's Complete Guide to NoSQL

What Every SQL Professional Needs to Know about Non-Relational Databases

by Joe Celko ...

Joe Celko's Complete Guide to NoSQL provides a complete overview of non-relational technologies so that you can become more nimble to meet the needs of your organization. As data continues to explode and grow more complex, SQL is becoming less useful for querying data and extracting meaning. In this new world of bigger and faster data, you will need to leverage non-relational technologies to get ... Read more

$39.99 CAD

Joe Celko's Complete Guide to NoSQL provides a complete overview of non-relational technologies so that you can become more nimble to meet the needs of your organization. As data continues to explode and grow more complex, SQL is becoming less useful for querying data and extracting meaning. In this new world of bigger and faster data, you will need to leverage non-relational technologies to get
... Read more
Reliable Machine Learning

Applying SRE Principles to ML in Production

by Cathy Chen, Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood ...

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model ... Read more

$67.99 CAD

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model
... Read more
Learning Quantitative Finance with R

Implement machine learning, time-series analysis, algorithmic trading and more

by Dr. Param Jeet, PRASHANT VATS ...

Get the most out of R to solve your real-world quantitative finance problems with easeKey Features\[\*\] Understand the basics of R and how they can be applied in various Quantitative Finance scenarios\[\*\] Learn various algorithmic trading techniques and ways to optimize them using the tools available in R.\[\*\] Contain different methods to manage risk and explore trading using Machine Learning ... Read more

$47.19 CAD or Free with Kobo Plus

Get the most out of R to solve your real-world quantitative finance problems with easeKey Features\[\*\] Understand the basics of R and how they can be applied in various Quantitative Finance scenarios\[\*\] Learn various algorithmic trading techniques and ways to optimize them using the tools available in R.\[\*\] Contain different methods to manage risk and explore trading using Machine Learning
... Read more
Learning R Programming

Language, tools, and practical techniques

by Kun Ren ...

Become an efficient data scientist with RKey Features\[\*\] Explore the R language from basic types and data structures to advanced topics\[\*\] Learn how to tackle programming problems and explore both functional and object-oriented programming techniques\[\*\] Learn how to address the core problems of programming in R and leverage the most popular packages for common tasksBook DescriptionR is a ... Read more

$41.59 CAD or Free with Kobo Plus

Become an efficient data scientist with RKey Features\[\*\] Explore the R language from basic types and data structures to advanced topics\[\*\] Learn how to tackle programming problems and explore both functional and object-oriented programming techniques\[\*\] Learn how to address the core problems of programming in R and leverage the most popular packages for common tasksBook DescriptionR is a
... Read more

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