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Python Feature Engineering Cookbook

Over 70 recipes for creating, engineering, and transforming features to build machine learning models

de Soledad Galli ...

Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python librariesKey FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook DescriptionFeature engineering, the process of ... Leer más

$32.39 USD o gratis con Kobo Plus

Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python librariesKey FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook DescriptionFeature engineering, the process of
... Leer más
Python Algorithmic Trading Cookbook

All the recipes you need to implement your own algorithmic trading strategies in Python

de Pushpak Dagade ...

Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using PythonKey FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your ... Leer más

$30.77 USD o gratis con Kobo Plus

Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using PythonKey FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your
... Leer más
Hands-On Graph Analytics with Neo4j

Perform graph processing and visualization techniques using connected data across your enterprise

de Estelle Scifo ...

Discover how to use Neo4j to identify relationships within complex and large graph datasets using graph modeling, graph algorithms, and machine learningKey FeaturesGet up and running with graph analytics with the help of real-world examplesExplore various use cases such as fraud detection, graph-based search, and recommendation systemsGet to grips with the Graph Data Science library with the help ... Leer más

$30.77 USD o gratis con Kobo Plus

Discover how to use Neo4j to identify relationships within complex and large graph datasets using graph modeling, graph algorithms, and machine learningKey FeaturesGet up and running with graph analytics with the help of real-world examplesExplore various use cases such as fraud detection, graph-based search, and recommendation systemsGet to grips with the Graph Data Science library with the help
... Leer más
Machine Learning with scikit-learn Quick Start Guide

Classification, regression, and clustering techniques in Python

de Kevin Jolly ...

Deploy supervised and unsupervised machine learning algorithms using scikit-learn to perform classification, regression, and clustering.Key FeaturesBuild your first machine learning model using scikit-learnTrain supervised and unsupervised models using popular techniques such as classification, regression and clusteringUnderstand how scikit-learn can be applied to different types of machine ... Leer más

$23.12 USD o gratis con Kobo Plus

Deploy supervised and unsupervised machine learning algorithms using scikit-learn to perform classification, regression, and clustering.Key FeaturesBuild your first machine learning model using scikit-learnTrain supervised and unsupervised models using popular techniques such as classification, regression and clusteringUnderstand how scikit-learn can be applied to different types of machine
... Leer más
Machine Learning with BigQuery ML

Create, execute, and improve machine learning models in BigQuery using standard SQL queries

de Alessandro Marrandino ...

Manage different business scenarios with the right machine learning technique using Google s highly scalable BigQuery MLKey FeaturesGain a clear understanding of AI and machine learning services on GCP, learn when to use these, and find out how to integrate them with BigQuery MLLeverage SQL syntax to train, evaluate, test, and use ML modelsDiscover how BigQuery works and understand the ... Leer más

$30.77 USD o gratis con Kobo Plus

Manage different business scenarios with the right machine learning technique using Google s highly scalable BigQuery MLKey FeaturesGain a clear understanding of AI and machine learning services on GCP, learn when to use these, and find out how to integrate them with BigQuery MLLeverage SQL syntax to train, evaluate, test, and use ML modelsDiscover how BigQuery works and understand the
... Leer más
Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models

de Jan Treur ...

Series series Engineering (R0)
This book addresses the challenging topic of modeling adaptive networks, which often manifest inherently complex behavior. Networks by themselves can usually be modeled using a neat, declarative, and conceptually transparent Network-Oriented Modeling approach. In contrast, adaptive networks are networks that change their structure; for example, connections in Mental Networks usually change due to ... Leer más

$80.18 USD

This book addresses the challenging topic of modeling adaptive networks, which often manifest inherently complex behavior. Networks by themselves can usually be modeled using a neat, declarative, and conceptually transparent Network-Oriented Modeling approach. In contrast, adaptive networks are networks that change their structure; for example, connections in Mental Networks usually change due to
... Leer más
The 'Edge' Journal

A Simple Notebook System for Ideas, Lessons, and Deals

de Priya Dhanvel ...

Every day you are flooded with signals: ideas in meetings, lessons from mistakes, half-seen opportunities, and quiet doubts. Most of them vanish. The Edge Journal is a practical guide to building a small, durable idea capture system so you never lose a good thought twice, and to turning those thoughts into better decisions.Centred on three simple pages - Today, Thinking, and Trades - this book ... Leer más

$23.12 USD

Every day you are flooded with signals: ideas in meetings, lessons from mistakes, half-seen opportunities, and quiet doubts. Most of them vanish. The Edge Journal is a practical guide to building a small, durable idea capture system so you never lose a good thought twice, and to turning those thoughts into better decisions.Centred on three simple pages - Today, Thinking, and Trades - this book
... Leer más
Transforming Conversational AI

Exploring the Power of Large Language Models in Interactive Conversational Agents

de Michael McTear, Marina Ashurkina ...

Series series Business and Management (R0)
Acquire the knowledge needed to work effectively in conversational artificial intelligence (AI) and understand the opportunities and threats it can potentially bring. This book will help you navigate from the traditional world of dialogue systems that revolve around hard coded scripts, to the world of large language models, prompt engineering, conversational AI platforms, multi-modality, and ... Leer más

$36.44 USD

Acquire the knowledge needed to work effectively in conversational artificial intelligence (AI) and understand the opportunities and threats it can potentially bring. This book will help you navigate from the traditional world of dialogue systems that revolve around hard coded scripts, to the world of large language models, prompt engineering, conversational AI platforms, multi-modality, and
... Leer más
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2025), Volume 2

Edición de José Bravo, Jesús Fontecha, Joaquín Ballesteros ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides a comprehensive overview of the latest research and innovations in the fields of Ambient Intelligence and Ubiquitous Computing. The contributions reflect cutting-edge advances across a wide range of domains, including Ambient, Active, and Assisted Living (A3L) for health and wellbeing; the Internet of Everything (IoE) and sensor ecosystems; and Artificial Intelligence for ... Leer más

$177.38 USD

This book provides a comprehensive overview of the latest research and innovations in the fields of Ambient Intelligence and Ubiquitous Computing. The contributions reflect cutting-edge advances across a wide range of domains, including Ambient, Active, and Assisted Living (A3L) for health and wellbeing; the Internet of Everything (IoE) and sensor ecosystems; and Artificial Intelligence for
... Leer más
Introduction to Computer Science Unlocking the World of Technology

de Benjamin Fredeman Britz ...

"Introduction to Computer Science: Unlocking the World of Technology" is a comprehensive guide that introduces the exciting field of computer science to school students. This book covers a wide range of topics, starting with the basics of computer science and its history, and then delving into the fundamentals of computing, programming languages, software development, data structures and ... Leer más

$4.99 USD o gratis con Kobo Plus

"Introduction to Computer Science: Unlocking the World of Technology" is a comprehensive guide that introduces the exciting field of computer science to school students. This book covers a wide range of topics, starting with the basics of computer science and its history, and then delving into the fundamentals of computing, programming languages, software development, data structures and
... Leer más
Microsoft Power BI Quick Start Guide

The Ultimate Beginner's Guide to Power BI, Data Storytelling, AI Tools, and Microsoft Fabric

de Devin Knight, Erin Ostrowsky, Mitchell Pearson, Bradley Schacht ...

Bring your data to life with the ultimate guide to Power BI, now featuring Microsoft Fabric, Copilot, and full-color visuals to make learning data modeling, storytelling, and dashboards easier and faster than everKey FeaturesGain data literacy and confidence using Power BI through beginner-friendly examplesLearn how to shape, clean, and model data using Power BI Desktop and Power Query -no prior ... Leer más

$35.99 USD

PEDIDO ANTICIPADO

Bring your data to life with the ultimate guide to Power BI, now featuring Microsoft Fabric, Copilot, and full-color visuals to make learning data modeling, storytelling, and dashboards easier and faster than everKey FeaturesGain data literacy and confidence using Power BI through beginner-friendly examplesLearn how to shape, clean, and model data using Power BI Desktop and Power Query -no prior
... Leer más
Mindmasters

The Data-Driven Science of Predicting and Changing Human Behavior

de 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 ... Leer más

$19.43 USD o gratis con 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
... Leer más
Reproducible Data Science with Pachyderm

Learn how to build version-controlled, end-to-end data pipelines using Pachyderm 2.0

de Svetlana Karslioglu ...

Create scalable and reliable data pipelines easily with PachydermKey FeaturesLearn how to build an enterprise-level reproducible data science platform with PachydermDeploy Pachyderm on cloud platforms such as AWS EKS, Google Kubernetes Engine, and Microsoft Azure Kubernetes ServiceIntegrate Pachyderm with other data science tools, such as Pachyderm NotebooksBook DescriptionPachyderm is an open ... Leer más

$34.01 USD o gratis con Kobo Plus

Create scalable and reliable data pipelines easily with PachydermKey FeaturesLearn how to build an enterprise-level reproducible data science platform with PachydermDeploy Pachyderm on cloud platforms such as AWS EKS, Google Kubernetes Engine, and Microsoft Azure Kubernetes ServiceIntegrate Pachyderm with other data science tools, such as Pachyderm NotebooksBook DescriptionPachyderm is an open
... Leer más
Data Engineering with Google Cloud Platform

A practical guide to operationalizing scalable data analytics systems on GCP

de Adi Wijaya ...

Build and deploy your own data pipelines on GCP, make key architectural decisions, and gain the confidence to boost your career as a data engineerKey FeaturesUnderstand data engineering concepts, the role of a data engineer, and the benefits of using GCP for building your solutionLearn how to use the various GCP products to ingest, consume, and transform data and orchestrate pipelinesDiscover tips ... Leer más

$47.78 USD o gratis con Kobo Plus

Build and deploy your own data pipelines on GCP, make key architectural decisions, and gain the confidence to boost your career as a data engineerKey FeaturesUnderstand data engineering concepts, the role of a data engineer, and the benefits of using GCP for building your solutionLearn how to use the various GCP products to ingest, consume, and transform data and orchestrate pipelinesDiscover tips
... Leer más
The Data Visualization Workshop

A self-paced, practical approach to transforming your complex data into compelling, captivating graphics

de Tim Großmann, Mario Döbler, Rohan Chikorde, Joshua Görner, Anshu Kumar, Piotr Malak, Ankit Verma ...

Explore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshopKey FeaturesDiscover the essential tools and methods of data visualizationLearn to use standard Python plotting libraries such as Matplotlib and SeabornGain insights into the visualization techniques of big companiesBook ... Leer más

$30.77 USD o gratis con Kobo Plus

Explore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshopKey FeaturesDiscover the essential tools and methods of data visualizationLearn to use standard Python plotting libraries such as Matplotlib and SeabornGain insights into the visualization techniques of big companiesBook
... Leer más
Mastering Elastic Stack

Dive into data analysis with a pursuit of mastering ELK Stack on real-world scenarios.

de Yuvraj Gupta, Ravi Kumar Gupta ...

Get the most out of the Elastic Stack for various complex analytics using this comprehensive and practical guideKey Features\[\*\] Your one-stop solution to perform advanced analytics with Elasticsearch, Logstash, and Kibana\[\*\] Learn how to make better sense of your data by searching, analyzing, and logging data in a systematic way\[\*\] This highly practical guide takes you through an advanced ... Leer más

$40.49 USD o gratis con Kobo Plus

Get the most out of the Elastic Stack for various complex analytics using this comprehensive and practical guideKey Features\[\*\] Your one-stop solution to perform advanced analytics with Elasticsearch, Logstash, and Kibana\[\*\] Learn how to make better sense of your data by searching, analyzing, and logging data in a systematic way\[\*\] This highly practical guide takes you through an advanced
... Leer más
Big Data Visualization

Bring scalability and dynamics to your Big Data visualization

de James D. Miller, Dalong Chen ...

Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualizationKey FeaturesThis unique guide teaches you how to visualize your cluttered, huge amounts of big data with easeIt is rich with ample options and solid use cases for big data visualization, and is a must-have book for your shelfImprove your decision-making by visualizing ... Leer más

$34.01 USD o gratis con Kobo Plus

Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualizationKey FeaturesThis unique guide teaches you how to visualize your cluttered, huge amounts of big data with easeIt is rich with ample options and solid use cases for big data visualization, and is a must-have book for your shelfImprove your decision-making by visualizing
... Leer más
Machine Learning with R Quick Start Guide

A beginner's guide to implementing machine learning techniques from scratch using R 3.5

de Iván Pastor Sanz ...

Learn how to use R to apply powerful machine learning methods and gain insight into real-world applications using clustering, logistic regressions, random forests, support vector machine, and more.Key FeaturesUse R 3.5 to implement real-world examples in machine learningImplement key machine learning algorithms to understand the working mechanism of smart modelsCreate end-to-end machine learning ... Leer más

$20.51 USD o gratis con Kobo Plus

Learn how to use R to apply powerful machine learning methods and gain insight into real-world applications using clustering, logistic regressions, random forests, support vector machine, and more.Key FeaturesUse R 3.5 to implement real-world examples in machine learningImplement key machine learning algorithms to understand the working mechanism of smart modelsCreate end-to-end machine learning
... Leer más
Apache Spark Quick Start Guide

Quickly learn the art of writing efficient big data applications with Apache Spark

de Shrey Mehrotra, Akash Grade ...

A practical guide for solving complex data processing challenges by applying the best optimizations techniques in Apache Spark.Key FeaturesLearn about the core concepts and the latest developments in Apache SparkMaster writing efficient big data applications with Spark’s built-in modules for SQL, Streaming, Machine Learning and Graph analysisGet introduced to a variety of optimizations based on ... Leer más

$20.51 USD o gratis con Kobo Plus

A practical guide for solving complex data processing challenges by applying the best optimizations techniques in Apache Spark.Key FeaturesLearn about the core concepts and the latest developments in Apache SparkMaster writing efficient big data applications with Spark’s built-in modules for SQL, Streaming, Machine Learning and Graph analysisGet introduced to a variety of optimizations based on
... Leer más
scikit-learn Cookbook , Second Edition

Over 80 recipes for machine learning in Python with scikit-learn

de Julian Avila, Trent Hauck ...

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning ... Leer más

$30.77 USD o gratis con Kobo Plus

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning
... Leer más
R Data Visualization Recipes

A cookbook with 65+ data visualization recipes for smarter decision-making

de Vitor Bianchi Lanzetta ...

Translate your data into info-graphics using popular packages in RKey Features\[\*\]Use R's popular packages—such as ggplot2, ggvis, ggforce, and more—to create custom, interactive visualization solutions.\[\*\]Create, design, and build interactive dashboards using Shiny\[\*\]A highly practical guide to help you get to grips with the basics of data visualization techniques, and how you can ... Leer más

$23.12 USD o gratis con Kobo Plus

Translate your data into info-graphics using popular packages in RKey Features\[\*\]Use R's popular packages—such as ggplot2, ggvis, ggforce, and more—to create custom, interactive visualization solutions.\[\*\]Create, design, and build interactive dashboards using Shiny\[\*\]A highly practical guide to help you get to grips with the basics of data visualization techniques, and how you can
... Leer más
Hands-On Dashboard Development with Shiny

A practical guide to building effective web applications and dashboards

de Chris Beeley ...

Progressively explore UI development with Shiny via practical examplesKey FeaturesWrite a Shiny interface in pure HTMLExplore powerful layout functions to make attractive dashboards and other intuitive interfacesGet to grips with Bootstrap and leverage it in your Shiny applicationsBook DescriptionAlthough vanilla Shiny applications look attractive with some layout flexibility, you may still want ... Leer más

$19.70 USD o gratis con Kobo Plus

Progressively explore UI development with Shiny via practical examplesKey FeaturesWrite a Shiny interface in pure HTMLExplore powerful layout functions to make attractive dashboards and other intuitive interfacesGet to grips with Bootstrap and leverage it in your Shiny applicationsBook DescriptionAlthough vanilla Shiny applications look attractive with some layout flexibility, you may still want
... Leer más
Data Science with SQL Server Quick Start Guide

Integrate SQL Server with data science

de Dejan Sarka ...

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to ... Leer más

$25.91 USD o gratis con Kobo Plus

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to
... Leer más
Apache Spark Deep Learning Cookbook

Over 80 best practice recipes for the distributed training and deployment of neural networks using Keras and TensorFlow

de Ahmed Sherif, Amrith Ravindra, Michal Malohlava, Adnan Masood ...

Run efficient deep learning models on Apache Spark using TensorFlow and KerasKey FeaturesTrain distributed complex neural networks on Apache SparkUse TensorFlow and Keras to train and deploy deep learning modelsExplore practical tips to enhance performanceBook DescriptionOrganizations these days need to integrate popular big data tools such as Apache Spark with highly efficient deep learning ... Leer más

$37.25 USD o gratis con Kobo Plus

Run efficient deep learning models on Apache Spark using TensorFlow and KerasKey FeaturesTrain distributed complex neural networks on Apache SparkUse TensorFlow and Keras to train and deploy deep learning modelsExplore practical tips to enhance performanceBook DescriptionOrganizations these days need to integrate popular big data tools such as Apache Spark with highly efficient deep learning
... Leer más

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