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Building Responsible AI with Python

Learn to identify and mitigate bias with hands-on code examples

de Dr. Ali El-Sharif, Serg Masís, Nicholas Schmidt ...

Generate different forms of machine learning model explanations to gain insight into the logic of models Learn how to measure bias in machine learning modelsKey FeaturesMeasure group fairness, individual fairness and choose the right metric for different scenariosExplain model’s logic using different explanation techniquesMitigate bias at different stages of the machine learning pipelineBook ... Leer más

$35.99 USD

PEDIDO ANTICIPADO

Generate different forms of machine learning model explanations to gain insight into the logic of models Learn how to measure bias in machine learning modelsKey FeaturesMeasure group fairness, individual fairness and choose the right metric for different scenariosExplain model’s logic using different explanation techniquesMitigate bias at different stages of the machine learning pipelineBook
... Leer más
Getting Started with SQL

de Thomas Nield ...

Businesses are gathering data today at exponential rates and yet few people know how to access it meaningfully. If you’re a business or IT professional, this short hands-on guide teaches you how to pull and transform data with SQL in significant ways. You will quickly master the fundamentals of SQL and learn how to create your own databases.Author Thomas Nield provides exercises throughout the ... Leer más

$20.99 USD

Businesses are gathering data today at exponential rates and yet few people know how to access it meaningfully. If you’re a business or IT professional, this short hands-on guide teaches you how to pull and transform data with SQL in significant ways. You will quickly master the fundamentals of SQL and learn how to create your own databases.Author Thomas Nield provides exercises throughout the
... Leer más
Data Modeling with Microsoft Excel

Model and analyze data using Power Pivot, DAX, and Cube functions

de Bernard Obeng Boateng ...

Save time analyzing volumes of data using a structured method to extract, model, and create insights from your dataKey FeaturesAcquire expertise in using Excel’s Data Model and Power Pivot to connect and analyze multiple sources of dataCreate key performance indicators for decision making using DAX and Cube functionsApply your knowledge of Data Model to build an interactive dashboard that delivers ... Leer más

$27.99 USD o gratis con Kobo Plus

Save time analyzing volumes of data using a structured method to extract, model, and create insights from your dataKey FeaturesAcquire expertise in using Excel’s Data Model and Power Pivot to connect and analyze multiple sources of dataCreate key performance indicators for decision making using DAX and Cube functionsApply your knowledge of Data Model to build an interactive dashboard that delivers
... Leer más
Data Analyst

Careers in data analysis

de Harish Gulati, Charles Joseph, Rune Rasmussen, Clare Stanier, Obi Umegbolu ...

Series series BCS Guides to IT Roles
Data is constantly increasing and data analysts are in higher demand than ever. This book is an essential guide to the role of data analyst. Aspiring data analysts will discover what data analysts do all day, what skills they will need for the role, and what regulations they will be required to adhere to. Practising data analysts can explore useful data analysis tools, methods and techniques, ... Leer más

$25.69 USD

Data is constantly increasing and data analysts are in higher demand than ever. This book is an essential guide to the role of data analyst. Aspiring data analysts will discover what data analysts do all day, what skills they will need for the role, and what regulations they will be required to adhere to. Practising data analysts can explore useful data analysis tools, methods and techniques,
... Leer más
Data Strategy

From definition to execution

de Ian Wallis ...

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a ... Leer más

$36.49 USD

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a
... Leer más
Practical Data Migration

Third edition

de Johny Morris ...

This book is for executives, practitioners, and project managers who are tasked with the movement of data from old systems to a new repository. It is designed as a practical guide and uses a series of steps developed in real-life situations that will get you from an empty new system to one that is populated, working and backed by the user population. This new edition is updated to take account of ... Leer más

$54.89 USD

This book is for executives, practitioners, and project managers who are tasked with the movement of data from old systems to a new repository. It is designed as a practical guide and uses a series of steps developed in real-life situations that will get you from an empty new system to one that is populated, working and backed by the user population. This new edition is updated to take account of
... Leer más
R Machine Learning By Example

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully

de Raghav Bali ...

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully Key Features\[\*\] Get to grips with the concepts of machine learning through exciting real-world examples\[\*\] Visualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning\[\*\] Learn to build ... Leer más

$41.99 USD o gratis con Kobo Plus

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully Key Features\[\*\] Get to grips with the concepts of machine learning through exciting real-world examples\[\*\] Visualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning\[\*\] Learn to build
... Leer más
Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

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

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong ... Leer más

$27.99 USD o gratis con Kobo Plus

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong
... Leer más
Hands-On Machine Learning for Algorithmic Trading

Design and implement investment strategies based on smart algorithms that learn from data using Python

de Stefan Jansen ...

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series ... Leer más

$43.99 USD o gratis con Kobo Plus

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series
... Leer más
Deep Learning for Time Series Cookbook

Use PyTorch and Python recipes for forecasting, classification, and anomaly detection

de Vitor Cerqueira, Luís Roque ...

Learn how to deal with time series data and how to model it using deep learning and take your skills to the next level by mastering PyTorch using different Python recipesKey FeaturesLearn the fundamentals of time series analysis and how to model time series data using deep learningExplore the world of deep learning with PyTorch and build advanced deep neural networksGain expertise in tackling time ... Leer más

$37.99 USD o gratis con Kobo Plus

Learn how to deal with time series data and how to model it using deep learning and take your skills to the next level by mastering PyTorch using different Python recipesKey FeaturesLearn the fundamentals of time series analysis and how to model time series data using deep learningExplore the world of deep learning with PyTorch and build advanced deep neural networksGain expertise in tackling time
... Leer más
PyTorch深度学习

Chinese Edition

de Posts & Telecom Press, Vishnu Subramanian ...

使用PyTorch开发神经网络的实用指南提供本书彩图和源代码下载Key Features使用PyTorch构建神经网络模型的实用指南从PyTorch的安装讲起，介绍为现代深度学习提供驱动力的多个基础模块，以及使用CNN、RNN、LSTM以及其他网络模型解决问题的方法Book Description深度学习为世界上的智能系统（比如Google Voice、Siri和Alexa）提供了动力。随着硬件（如GPU）和软件框架（如PyTorch、Keras、TensorFlow和CNTK）的进步以及大数据的可用性，人们在文本、视觉和高级分析等领域更容易实施相应问题的解决方案。本书对当今前沿的深度学习库PyTorch进行了讲解。凭借其易学习性、高效性以及与Python开发的天然亲近性，PyTorch获得了深度学习研究人员以及数据科学家们的关注。本书从PyTorch的安装讲起 ... Leer más

$32.99 USD o gratis con Kobo Plus

使用PyTorch开发神经网络的实用指南提供本书彩图和源代码下载Key Features使用PyTorch构建神经网络模型的实用指南从PyTorch的安装讲起，介绍为现代深度学习提供驱动力的多个基础模块，以及使用CNN、RNN、LSTM以及其他网络模型解决问题的方法Book Description深度学习为世界上的智能系统（比如Google Voice、Siri和Alexa）提供了动力。随着硬件（如GPU）和软件框架（如PyTorch、Keras、TensorFlow和CNTK）的进步以及大数据的可用性，人们在文本、视觉和高级分析等领域更容易实施相应问题的解决方案。本书对当今前沿的深度学习库PyTorch进行了讲解。凭借其易学习性、高效性以及与Python开发的天然亲近性，PyTorch获得了深度学习研究人员以及数据科学家们的关注。本书从PyTorch的安装讲起
... Leer más
Introdução a bancos de dados

de Paloma Cristina Pereira ...

Series series Série Informática
Este livro apresenta os conceitos iniciais necessários para que você possa implementar um banco de dados, desde a modelagem conceitual e a modelagem lógica até a modelagem física. Além disso, por meio de atividades passo a passo, e com o apoio de arquivos-modelo disponibilizados on-line, você aprenderá a usar os recursos do MySQL Workbench, um dos sistemas gerenciadores de bancos de dados mais ... Leer más

$7.99 USD

Este livro apresenta os conceitos iniciais necessários para que você possa implementar um banco de dados, desde a modelagem conceitual e a modelagem lógica até a modelagem física. Além disso, por meio de atividades passo a passo, e com o apoio de arquivos-modelo disponibilizados on-line, você aprenderá a usar os recursos do MySQL Workbench, um dos sistemas gerenciadores de bancos de dados mais
... Leer más
Hands-On Data Science and Python Machine Learning

Perform data mining and machine learning efficiently using Python and Spark

de Frank Kane ...

This book covers the fundamentals of machine learning with Python in a concise and dynamic manner. It covers data mining and large-scale machine learning using Apache Spark.Key FeaturesTake your first steps in the world of data science by understanding the tools and techniques of data analysisTrain efficient Machine Learning models in Python using the supervised and unsupervised learning ... Leer más

$34.99 USD o gratis con Kobo Plus

This book covers the fundamentals of machine learning with Python in a concise and dynamic manner. It covers data mining and large-scale machine learning using Apache Spark.Key FeaturesTake your first steps in the world of data science by understanding the tools and techniques of data analysisTrain efficient Machine Learning models in Python using the supervised and unsupervised learning
... Leer más
Python for Data Science

Data Science Mastery by Nikhil Khan, #1

de Nikhil Khan ...

Series Libro 1 - Data Science Mastery by Nikhil Khan
Master Python and Build a Strong Foundation for AI and Machine LearningStep into the exciting world of artificial intelligence, machine learning, and data science with Foundations in Python: The First Step Toward AI and Machine Learning. This beginner-friendly guide is your gateway to understanding Python, the most powerful programming language driving today's data-driven innovations.Whether you ... Leer más

$7.99 USD o gratis con Kobo Plus

Master Python and Build a Strong Foundation for AI and Machine LearningStep into the exciting world of artificial intelligence, machine learning, and data science with Foundations in Python: The First Step Toward AI and Machine Learning. This beginner-friendly guide is your gateway to understanding Python, the most powerful programming language driving today's data-driven innovations.Whether you
... Leer más
Complex, Intelligent and Software Intensive Systems

Proceedings of the 20th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2026), Volume 1

Edición de Leonard Barolli, Ines Chihi, Tomoya Enokido ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes the proceedings of the 20th International Conference on Complex, Intelligent, and Software Intensive Systems. Software Intensive Systems are systems which heavily interact with other systems, sensors, actuators, devices, other software systems and users. Many domains are involved with Software Intensive Systems, e.g., automotive systems, telecommunication systems, embedded ... Leer más

$197.09 USD

This book includes the proceedings of the 20th International Conference on Complex, Intelligent, and Software Intensive Systems. Software Intensive Systems are systems which heavily interact with other systems, sensors, actuators, devices, other software systems and users. Many domains are involved with Software Intensive Systems, e.g., automotive systems, telecommunication systems, embedded
... Leer más
Python y la IA

de Jorge Santiago Nolasco Valenzuela ...

Python y la IA: Domina el Futuro Hoy: Desde Cero hasta Crear Inteligencia Artificial, Juegos, Webs, Forense Digital y ChatGPT. Con Casos en Google Colab y Proyectos Reales¿Y si aprender Python e Inteligencia Artificial fuera tan adictivo como jugar un videojuego?¡Prepárate para un libro que no solo enseña, sino que sacude, transforma e inspira a programar el futuro!Bienvenido a **PYTHON Y LA IA: ... Leer más

$30.00 USD o gratis con Kobo Plus

Python y la IA: Domina el Futuro Hoy: Desde Cero hasta Crear Inteligencia Artificial, Juegos, Webs, Forense Digital y ChatGPT. Con Casos en Google Colab y Proyectos Reales¿Y si aprender Python e Inteligencia Artificial fuera tan adictivo como jugar un videojuego?¡Prepárate para un libro que no solo enseña, sino que sacude, transforma e inspira a programar el futuro!Bienvenido a **PYTHON Y LA IA:
... Leer más
Mastering Geospatial Analysis with Python

Explore GIS processing and learn to work with GeoDjango, CARTOframes and MapboxGL-Jupyter

de Silas Toms, Eric van Rees, Paul Crickard ...

Explore GIS processing and learn to work with various tools and libraries in Python. Key Features\[\*\] Analyze and process geospatial data using Python libraries such as; Anaconda, GeoPandas\[\*\] Leverage new ArcGIS API to process geospatial data for the cloud.\[\*\] Explore various Python geospatial web and machine learning frameworks.Book DescriptionPython comes with a host of open source ... Leer más

$41.99 USD o gratis con Kobo Plus

Explore GIS processing and learn to work with various tools and libraries in Python. Key Features\[\*\] Analyze and process geospatial data using Python libraries such as; Anaconda, GeoPandas\[\*\] Leverage new ArcGIS API to process geospatial data for the cloud.\[\*\] Explore various Python geospatial web and machine learning frameworks.Book DescriptionPython comes with a host of open source
... Leer más
Data Engineering with Apache Spark, Delta Lake, and Lakehouse

Create scalable pipelines that ingest, curate, and aggregate complex data in a timely and secure way

de Manoj Kukreja ...

Understand the complexities of modern-day data engineering platforms and explore strategies to deal with them with the help of use case scenarios led by an industry expert in big dataKey FeaturesBecome well-versed with the core concepts of Apache Spark and Delta Lake for building data platformsLearn how to ingest, process, and analyze data that can be later used for training machine learning ... Leer más

$57.59 USD o gratis con Kobo Plus

Understand the complexities of modern-day data engineering platforms and explore strategies to deal with them with the help of use case scenarios led by an industry expert in big dataKey FeaturesBecome well-versed with the core concepts of Apache Spark and Delta Lake for building data platformsLearn how to ingest, process, and analyze data that can be later used for training machine learning
... Leer más
O Poder Da Análise De Dados - Previsão E Estratégia Empresarial

Coleção Liberdade Financeira, #5

de Editora Prosperar, Mark K. Scott ...

Series Libro 5 - Coleção Liberdade Financeira
O volume de dados que circulam online diariamente é absolutamente surpreendente. Cada vez que você expressa aprovação para uma postagem, faz uma compra online ou clica em um anúncio, uma grande quantidade de dados é gerada.Estes dados são um recurso valioso para empresas e governos que procuram obter uma compreensão mais profunda do seu comportamento e exercer influência.Através da utilização de ... Leer más

$1.99 USD o gratis con Kobo Plus

O volume de dados que circulam online diariamente é absolutamente surpreendente. Cada vez que você expressa aprovação para uma postagem, faz uma compra online ou clica em um anúncio, uma grande quantidade de dados é gerada.Estes dados são um recurso valioso para empresas e governos que procuram obter uma compreensão mais profunda do seu comportamento e exercer influência.Através da utilização de
... Leer más
Hands-on Application Development using Spring Boot

Building Modern Cloud Native Applications by Learning RESTFul API, Microservices, CRUD Operations, Unit Testing, and Deployment

de Shagun Bakliwal ...

Spring is an excellent framework for developing both web and cloud-native applications. This book on application development using Spring Boot simplifies the process of writing boilerplate code for complex software. It allows developers to concentrate on the application's concept rather than on the internal Java configuration.This book will guide you on how to make the best use of the strength ... Leer más

$14.99 USD o gratis con Kobo Plus

Spring is an excellent framework for developing both web and cloud-native applications. This book on application development using Spring Boot simplifies the process of writing boilerplate code for complex software. It allows developers to concentrate on the application's concept rather than on the internal Java configuration.This book will guide you on how to make the best use of the strength
... Leer más
Computational Intelligence for Genomics Data

Edición de Babita Pandey, Valentina Emilia Balas, Suman Lata Tripathi, Devendra Kumar Pandey, Mufti Mahmud ...

Series series Advances in Biomedical Informatics
Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and ... Leer más

$161.99 USD

Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and
... Leer más
Macros Do Microsoft Excel 2010

de Joaquim B. De Souza ...

As macros no Microsoft Excel 2010 são extremamente importantes por várias razões, especialmente quando se trata de melhorar a eficiência e a precisão nas tarefas diárias. Aqui estão alguns dos principais benefícios: Automatização de Tarefas Repetitivas: Macros permitem que você grave uma sequência de ações e as reproduza com um clique, economizando tempo em tarefas rotineiras como formatação de ... Leer más

$5.99 USD o gratis con Kobo Plus

As macros no Microsoft Excel 2010 são extremamente importantes por várias razões, especialmente quando se trata de melhorar a eficiência e a precisão nas tarefas diárias. Aqui estão alguns dos principais benefícios: Automatização de Tarefas Repetitivas: Macros permitem que você grave uma sequência de ações e as reproduza com um clique, economizando tempo em tarefas rotineiras como formatação de
... Leer más
Machine Learning For Absolute Beginners A Step by Step guide Algorithms For Supervised and Unsupervised Learning With Real World Applications

de Raymond Kazuya ...

Machines can LEARN ?!?!Machine learning occurs primarily through the use of " algorithms" and other elaborate procedures.Whether you're a novice, intermediate or expert this book will teach you all the ins, outs and everything you need to know about machine learning.Instead of spending hundreds or even thousands of dollars on courses/materials why not read this book instead?Its a worthwhile read ... Leer más

$2.99 USD o gratis con Kobo Plus

Machines can LEARN ?!?!Machine learning occurs primarily through the use of " algorithms" and other elaborate procedures.Whether you're a novice, intermediate or expert this book will teach you all the ins, outs and everything you need to know about machine learning.Instead of spending hundreds or even thousands of dollars on courses/materials why not read this book instead?Its a worthwhile read
... Leer más
SQL Server From Novice to Professional

de Frank Semeraro ...

This is the only book you need to learn SQL.This book contains everything you need to know to write efficient SQL queries, backup and restore database and create database diagrams. This is a hands on tutorial in SQL which takes you from Novice to Professional.There is no prerequisite for this course except the desire to learn and practice. People with little or no knowledge of SQL will quickly ... Leer más

$9.99 USD o gratis con Kobo Plus

This is the only book you need to learn SQL.This book contains everything you need to know to write efficient SQL queries, backup and restore database and create database diagrams. This is a hands on tutorial in SQL which takes you from Novice to Professional.There is no prerequisite for this course except the desire to learn and practice. People with little or no knowledge of SQL will quickly
... Leer más

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