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Von Modellen zu Entscheidungen in Machine Learning mit Python

Vom Modell zur verantwortbaren Entscheidung

by Mathias Ellmann ...

Was nützt ein präzises Machine-Learning-Modell, wenn daraus die falsche Entscheidung folgt?Machine Learning erkennt Muster, schätzt Wahrscheinlichkeiten und erzeugt Vorhersagen. Doch ein Modell entscheidet nicht, was getan werden sollte.Zwischen Vorhersage und Handlung liegen Ziele, Fehlerkosten, Unsicherheit, Risiken und Verantwortung.Von Modellen zu Entscheidungen in Machine Learning mit Python ... Read more

$10.99 USD or Free with Kobo Plus

Was nützt ein präzises Machine-Learning-Modell, wenn daraus die falsche Entscheidung folgt?Machine Learning erkennt Muster, schätzt Wahrscheinlichkeiten und erzeugt Vorhersagen. Doch ein Modell entscheidet nicht, was getan werden sollte.Zwischen Vorhersage und Handlung liegen Ziele, Fehlerkosten, Unsicherheit, Risiken und Verantwortung.Von Modellen zu Entscheidungen in Machine Learning mit Python
... Read more
Mastering Machine Learning with scikit-learn

Apply effective learning algorithms to real-world problems using scikit-learn

by Gavin Hackeling ...

Use scikit-learn to apply machine learning to real-world problemsKey Features\[\*\] Master popular machine learning models including k-nearest neighbors, random forests, logistic regression, k-means, naive Bayes, and artificial neural networks\[\*\] Learn how to build and evaluate performance of efficient models using scikit-learn\[\*\] Practical guide to master your basics and learn from real ... Read more

$37.99 USD or Free with Kobo Plus

Use scikit-learn to apply machine learning to real-world problemsKey Features\[\*\] Master popular machine learning models including k-nearest neighbors, random forests, logistic regression, k-means, naive Bayes, and artificial neural networks\[\*\] Learn how to build and evaluate performance of efficient models using scikit-learn\[\*\] Practical guide to master your basics and learn from real
... Read more
Learning Google BigQuery

A beginner's guide to mining massive datasets through interactive analysis

by Eric Brown, Thirukkumaran Haridass ...

Get a fundamental understanding of how Google BigQuery works by analyzing and querying large datasetsKey FeaturesGet started with BigQuery API and write custom applications using itLearn how BigQuery API can be used for storing, managing, and query massive datasets with easeA practical guide with examples and use-cases to teach you everything you need to know about Google BigQueryBook ... Read more

$27.99 USD or Free with Kobo Plus

Get a fundamental understanding of how Google BigQuery works by analyzing and querying large datasetsKey FeaturesGet started with BigQuery API and write custom applications using itLearn how BigQuery API can be used for storing, managing, and query massive datasets with easeA practical guide with examples and use-cases to teach you everything you need to know about Google BigQueryBook
... Read more
Python Automation Cookbook

100+ new and updated recipes for scalable workflows, MCP integrations, and AI-powered automation

by Jaime Buelta ...

Build practical automation skills through an expanded third edition featuring new chapters on AI models, MCP, and intelligent agents, guiding you from core Python workflows to modern agentic automation.Key FeaturesApply proven Python automation recipes to solve real-world tasksIntegrate AI models and build intelligent agents for business workflowsExtend automation across systems using MCP and ... Read more

$32.99 USD or Free with Kobo Plus

Build practical automation skills through an expanded third edition featuring new chapters on AI models, MCP, and intelligent agents, guiding you from core Python workflows to modern agentic automation.Key FeaturesApply proven Python automation recipes to solve real-world tasksIntegrate AI models and build intelligent agents for business workflowsExtend automation across systems using MCP and
... Read more
Excel draaitabellen en -grafieken Visuele handleiding in stappen

by A. J. Wright ...

Hoe kun je dit boek gebruiken?Dit boek kan worden gebruikt als een handleiding of als een snelle visuele referentiegids. Het is bedoeld voor gebruikers die vertrouwd zijn met de basisbeginselen van Microsoft® Excel® en nu verder willen gaan met draaitabellen en -grafieken.Dit boek gaat ervan uit dat je al weet hoe je een Excel®-werkmap maakt, opent, opslaat en wijzigt en dat je bekend bent met de ... Read more

$9.99 USD

Hoe kun je dit boek gebruiken?Dit boek kan worden gebruikt als een handleiding of als een snelle visuele referentiegids. Het is bedoeld voor gebruikers die vertrouwd zijn met de basisbeginselen van Microsoft® Excel® en nu verder willen gaan met draaitabellen en -grafieken.Dit boek gaat ervan uit dat je al weet hoe je een Excel®-werkmap maakt, opent, opslaat en wijzigt en dat je bekend bent met de
... Read more
Knowledge Graphs and LLMs in Action

Build AI systems using connected data

by Alessandro Negro, Vlastimil Kus, Giuseppe Futia, Fabio Montagna ...

Combine knowledge graphs with large language models to deliver powerful, reliable, and explainable AI solutions.Knowledge graphs model relationships between the objects, events, situations, and concepts in your domain so you can readily identify important patterns in your own data and make better decisions. Paired up with large language models, they promise huge potential for working with ... Read more

$58.99 USD

Combine knowledge graphs with large language models to deliver powerful, reliable, and explainable AI solutions.Knowledge graphs model relationships between the objects, events, situations, and concepts in your domain so you can readily identify important patterns in your own data and make better decisions. Paired up with large language models, they promise huge potential for working with
... Read more
Data Analytics for Organisational Development

Unleashing the Potential of Your Data

by Uwe H. Kaufmann, Amy B. C. Tan ...

A practical guide for anyone who aspires to become data analytics–savvyData analytics has become central to the operation of most businesses, making it an increasingly necessary skill for every manager and for all functions across an organisation. Data Analytics for Organisational Development: Unleashing the Potential of Your Data introduces a methodical process for gathering, screening, ... Read more

$35.00 USD

A practical guide for anyone who aspires to become data analytics–savvyData analytics has become central to the operation of most businesses, making it an increasingly necessary skill for every manager and for all functions across an organisation. Data Analytics for Organisational Development: Unleashing the Potential of Your Data introduces a methodical process for gathering, screening,
... Read more
Fast Python

High performance techniques for large datasets

by Tiago Antao ...

Master Python techniques and libraries to reduce run times, efficiently handle huge datasets, and optimize execution for complex machine learning applications.Fast Python is a toolbox of techniques for high performance Python including:Writing efficient pure-Python codeOptimizing the NumPy and pandas librariesRewriting critical code in CythonDesigning persistent data structuresTailoring code for ... Read more

$49.99 USD

Master Python techniques and libraries to reduce run times, efficiently handle huge datasets, and optimize execution for complex machine learning applications.Fast Python is a toolbox of techniques for high performance Python including:Writing efficient pure-Python codeOptimizing the NumPy and pandas librariesRewriting critical code in CythonDesigning persistent data structuresTailoring code for
... Read more
El género gramatical en español: factores determinantes en la asignación de género en sustantivos inanimados

by Mar Capilla Martín ...

Series Book 84 - Studia Romanica et Linguistica
Este libro examina en profundidad los mecanismos que intervienen en la asignación del género gramatical en los sustantivos inanimados del español. A partir de un extenso análisis de las terminaciones y de su comportamiento en el sistema lingüístico, la obra propone una visión integral que permite comprender la lógica en la asignación del género en una lengua donde lo inanimado no responde a ... Read more

$61.19 USD

Este libro examina en profundidad los mecanismos que intervienen en la asignación del género gramatical en los sustantivos inanimados del español. A partir de un extenso análisis de las terminaciones y de su comportamiento en el sistema lingüístico, la obra propone una visión integral que permite comprender la lógica en la asignación del género en una lengua donde lo inanimado no responde a
... Read more
Erfolgsfaktoren des Customer Engagements von KMU auf Social Media

B2C Unternehmenskommunikation am Beispiel des Sozialen Netzwerks Facebook

by Malte Wattenberg ...

Series Book 4 - Sprache und Digitalkultur / Language and Digital Culture
Wie können kleine und mittelständische Unternehmen Social Media erfolgreich einsetzen? Mehr als die Hälfte der Weltbevölkerung ist auf Social Media aktiv – ein beachtliches Potenzial für Unternehmen, mit Kunden in den Dialog zu treten und die eigene Sichtbarkeit zu steigern. Gerade KMU stellen sich jedoch die Frage: Welche Inhalte bewegen Nutzer wirklich dazu, Beiträge zu liken, zu kommentieren ... Read more

$101.69 USD

Wie können kleine und mittelständische Unternehmen Social Media erfolgreich einsetzen? Mehr als die Hälfte der Weltbevölkerung ist auf Social Media aktiv – ein beachtliches Potenzial für Unternehmen, mit Kunden in den Dialog zu treten und die eigene Sichtbarkeit zu steigern. Gerade KMU stellen sich jedoch die Frage: Welche Inhalte bewegen Nutzer wirklich dazu, Beiträge zu liken, zu kommentieren
... Read more
Tabelas e gráficos dinâmicos no Excel

by A. J. Wright ...

É de conhecimento geral que aproximadamente 60% dos usuários do Excel deixam de explorar 80% de suas funcionalidades. Ou seja, a maioria dos usuários não conhece todo o potencial das ferramentas integradas do Excel. Dentre essas ferramentas, as mais poderosas são as tabelas e gráficos dinâmicos. Embora sejam pilares do Excel há mais de 16 anos, continuam sendo as ferramentas mais subutilizadas de ... Read more

$0.99 USD

É de conhecimento geral que aproximadamente 60% dos usuários do Excel deixam de explorar 80% de suas funcionalidades. Ou seja, a maioria dos usuários não conhece todo o potencial das ferramentas integradas do Excel. Dentre essas ferramentas, as mais poderosas são as tabelas e gráficos dinâmicos. Embora sejam pilares do Excel há mais de 16 anos, continuam sendo as ferramentas mais subutilizadas de
... Read more
Effective Data Analysis

Hard and soft skills to accelerate your career

by Mona Khalil ...

Learn the technical and soft skills you need to succeed in your career as a data analyst.You’ve learned how to use Python, R, SQL, and the statistical skills needed to get started as a data analyst—so, what’s next? Effective Data Analysis bridges the gap between foundational skills and real-world application. This book provides clear, actionable guidance on transforming business questions into ... Read more

$49.99 USD

Learn the technical and soft skills you need to succeed in your career as a data analyst.You’ve learned how to use Python, R, SQL, and the statistical skills needed to get started as a data analyst—so, what’s next? Effective Data Analysis bridges the gap between foundational skills and real-world application. This book provides clear, actionable guidance on transforming business questions into
... Read more
Machine Learning Systems

Designs that scale

by Jeffrey Smith ...

SummaryMachine Learning Systems: Designs that scale is an example-rich guide that teaches you how to implement reactive design solutions in your machine learning systems to make them as reliable as a well-built web app.Foreword by Sean Owen, Director of Data Science, ClouderaAbout the TechnologyIf you’re building machine learning models to be used on a small scale, you don't need this book. But if ... Read more

$49.99 USD

SummaryMachine Learning Systems: Designs that scale is an example-rich guide that teaches you how to implement reactive design solutions in your machine learning systems to make them as reliable as a well-built web app.Foreword by Sean Owen, Director of Data Science, ClouderaAbout the TechnologyIf you’re building machine learning models to be used on a small scale, you don't need this book. But if
... Read more
Data Wrangling with JavaScript

by Ashley Davis ...

SummaryData Wrangling with JavaScript is hands-on guide that will teach you how to create a JavaScript-based data processing pipeline, handle common and exotic data, and master practical troubleshooting strategies.About the TechnologyWhy not handle your data analysis in JavaScript? Modern libraries and data handling techniques mean you can collect, clean, process, store, visualize, and present web ... Read more

$49.99 USD

SummaryData Wrangling with JavaScript is hands-on guide that will teach you how to create a JavaScript-based data processing pipeline, handle common and exotic data, and master practical troubleshooting strategies.About the TechnologyWhy not handle your data analysis in JavaScript? Modern libraries and data handling techniques mean you can collect, clean, process, store, visualize, and present web
... Read more
ArcGIS Web Development

by Rene Rubalcava ...

SummaryArcGIS Web Development is an example-rich tutorial designed to teach developers to use the ArcGIS JavaScript API to build custom GIS web applications.About the TechnologyNow you can unshackle your GIS application from a workstation! Using the ArcGIS JavaScript API, developers can build mobile and web-based maps and applications driven by ArcGIS data and functionality. Experienced ArcGIS ... Read more

$49.99 USD

SummaryArcGIS Web Development is an example-rich tutorial designed to teach developers to use the ArcGIS JavaScript API to build custom GIS web applications.About the TechnologyNow you can unshackle your GIS application from a workstation! Using the ArcGIS JavaScript API, developers can build mobile and web-based maps and applications driven by ArcGIS data and functionality. Experienced ArcGIS
... Read more
F# Deep Dives

by Phillip Trelford, Tomas Petricek ...

SummaryF# Deep Dives presents a collection of real-world F# techniques, each written by expert practitioners. Each chapter presents a new use case where you'll read how the author used F# to solve a complex problem more effectively than would have been possible using a traditional approach. You'll not only see how a specific solution works in a specific domain, you'll also learn how F# developers ... Read more

$49.99 USD

SummaryF# Deep Dives presents a collection of real-world F# techniques, each written by expert practitioners. Each chapter presents a new use case where you'll read how the author used F# to solve a complex problem more effectively than would have been possible using a traditional approach. You'll not only see how a specific solution works in a specific domain, you'll also learn how F# developers
... Read more
Graph Neural Networks in Action

by Keita Broadwater, Namid Stillman ...

Series series In Action
A hands-on guide to powerful graph-based deep learning models.Graph Neural Networks in Action teaches you to build cutting-edge graph neural networks for recommendation engines, molecular modeling, and more. This comprehensive guide contains coverage of the essential GNN libraries, including PyTorch Geometric, DeepGraph Library, and Alibaba’s GraphScope for training at scale.In Graph Neural ... Read more

$58.99 USD

A hands-on guide to powerful graph-based deep learning models.Graph Neural Networks in Action teaches you to build cutting-edge graph neural networks for recommendation engines, molecular modeling, and more. This comprehensive guide contains coverage of the essential GNN libraries, including PyTorch Geometric, DeepGraph Library, and Alibaba’s GraphScope for training at scale.In Graph Neural
... Read more
IBM Db2 11.1 Certification Guide

Explore techniques to master database programming and administration tasks in IBM Db2

by Mohankumar Saraswatipura, Robert (Kent) Collins ...

Mastering material for dealing with DBA certification examsKey FeaturesPrepare yourself for the IBM C2090-600 certification examCover over 50 Db2 procedures including database design, performance, and securityWork through over 150 Q&As to gain confidence on each topicBook DescriptionIBM Db2 is a relational database management system (RDBMS) that helps you store, analyze, and retrieve data ... Read more

$34.99 USD or Free with Kobo Plus

Mastering material for dealing with DBA certification examsKey FeaturesPrepare yourself for the IBM C2090-600 certification examCover over 50 Db2 procedures including database design, performance, and securityWork through over 150 Q&As to gain confidence on each topicBook DescriptionIBM Db2 is a relational database management system (RDBMS) that helps you store, analyze, and retrieve data
... Read more
Artificial Intelligence for Marketing Strategies

Real-Life Applications and Case Studies

Edited by Sharuti Choudhary, Devendran Alagarsamy, Imed Saad Ben Dhaou, Thomas Heinrich Musiolik, Hemachandran Kannan ...

Series series AI Applications and Case Studies for Business
This book introduces emerging artificial intelligence (AI) technologies and their potential to reshape the marketing landscape, offering a forward-looking perspective on the future of marketing strategies. It leverages AI for enhanced customer engagement, brand building, and business excellence. From understanding customer behaviour in the AI era to strategically integrating AI-driven technologies ... Read more

$77.99 USD

PRE-ORDER

This book introduces emerging artificial intelligence (AI) technologies and their potential to reshape the marketing landscape, offering a forward-looking perspective on the future of marketing strategies. It leverages AI for enhanced customer engagement, brand building, and business excellence. From understanding customer behaviour in the AI era to strategically integrating AI-driven technologies
... Read more
Scientific Computing with Python 3

An example-rich, comprehensive guide for all of your Python computational needs

by Claus Fuhrer, Jan Erik Solem, Olivier Verdier, Claus Führer ...

An example-rich, comprehensive guide for all of your Python computational needsKey Features\[\*\] Your ultimate resource for getting up and running with Python numerical computations\[\*\] Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules\[\*\] A hands-on guide to implementing mathematics with Python, with complete coverage of all the key ... Read more

$41.99 USD or Free with Kobo Plus

An example-rich, comprehensive guide for all of your Python computational needsKey Features\[\*\] Your ultimate resource for getting up and running with Python numerical computations\[\*\] Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules\[\*\] A hands-on guide to implementing mathematics with Python, with complete coverage of all the key
... Read more
Python: Real-World Data Science

Real-World Data Science

by Fabrizio Romano, Phuong Vo.T.H, Martin Czygan, Robert Layton, Sebastian Raschka ...

Unleash the power of Python and its robust data science capabilitiesKey FeaturesUnleash the power of Python 3 objectsLearn to use powerful Python libraries for effective data processing and analysisHarness the power of Python to analyze data and create insightful predictive modelsUnlock deeper insights into machine learning with this vital guide to cutting-edge predictive analyticsBook ... Read more

$68.99 USD or Free with Kobo Plus

Unleash the power of Python and its robust data science capabilitiesKey FeaturesUnleash the power of Python 3 objectsLearn to use powerful Python libraries for effective data processing and analysisHarness the power of Python to analyze data and create insightful predictive modelsUnlock deeper insights into machine learning with this vital guide to cutting-edge predictive analyticsBook
... Read more
Python: Deeper Insights into Machine Learning

by Sebastian Raschka, David Julian, John Hearty ...

Leverage benefits of machine learning techniques using PythonAbout This BookImprove and optimise machine learning systems using effective strategies.Develop a strategy to deal with a large amount of data.Use of Python code for implementing a range of machine learning algorithms and techniques.Who This Book Is ForThis title is for data scientist and researchers who are already into the field of ... Read more

$64.99 USD or Free with Kobo Plus

Leverage benefits of machine learning techniques using PythonAbout This BookImprove and optimise machine learning systems using effective strategies.Develop a strategy to deal with a large amount of data.Use of Python code for implementing a range of machine learning algorithms and techniques.Who This Book Is ForThis title is for data scientist and researchers who are already into the field of
... Read more
Mastering Predictive Analytics with Python

Exploit the power of data in your business by building advanced predictive modeling applications with Python

by Joseph Babcock ...

Exploit the power of data in your business by building advanced predictive modeling applications with PythonKey Features\[\*\] Master open source Python tools to build sophisticated predictive models\[\*\] Learn to identify the right machine learning algorithm for your problem with this forward-thinking guide\[\*\] Grasp the major methods of predictive modeling and move beyond the basics to a ... Read more

$41.99 USD or Free with Kobo Plus

Exploit the power of data in your business by building advanced predictive modeling applications with PythonKey Features\[\*\] Master open source Python tools to build sophisticated predictive models\[\*\] Learn to identify the right machine learning algorithm for your problem with this forward-thinking guide\[\*\] Grasp the major methods of predictive modeling and move beyond the basics to a
... Read more
Machine Learning for Trading

A disciplined workflow from research to live execution, with nine case studies and AI agents

by Stefan Jansen ...

Build and deploy AI-driven trading systems using the 7-Stage workflow with pandas, Polars, LightGBM, PyTorch, Optuna, zipline-reloaded, MLflow, Feast, and SHAPKey FeaturesBuild point-in-time pipelines, integrate alternative data, and ensure data integrityBuild and validate predictive models using GBMs, Transformers, and causal inference frameworks to create robust, interpretable alpha ... Read more

$57.59 USD or Free with Kobo Plus

Build and deploy AI-driven trading systems using the 7-Stage workflow with pandas, Polars, LightGBM, PyTorch, Optuna, zipline-reloaded, MLflow, Feast, and SHAPKey FeaturesBuild point-in-time pipelines, integrate alternative data, and ensure data integrityBuild and validate predictive models using GBMs, Transformers, and causal inference frameworks to create robust, interpretable alpha
... Read more

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