Rakuten Kobo

精通数据科学算法

Chinese Edition

de Posts & Telecom Press, David Natingga ...

一周掌握常用的数据科学算法本书提供完整源代码实现，案例式辅助讲解Key Features7种数据科学算法高效进行数据分类及预测从简单的例子开始讲解算法的基本概念与知识通过对案例进行扩展以讲解一些特殊的分析算法Book Description机器学习的应用是高度自度化且自动修正的。学习到的数据越多，机器学习应用需要的人工干预就越少。为了解决现实世界中复杂的数据问题，科学家们开发出专门的机器学习算法来解决这些问题。数据科学正是通过算法和统计分析来帮助读者从现有数据中获取新知识的。本书将解决如何精确且高效地进行数据分类及预测的问题。本书主要讲解7种数据科学算法，有k最近邻算法、朴素贝叶斯算法、决策树、随机森林，k-means聚类、回归分析和时间序列分析。此外，你还会掌握如何对数据进行预聚类，以便针对大型数据集进行优化和分类。最后，你将了解如何根据数据集中的现有趋势来预测数据 ... Leer más

$28.99 USD o gratis con Kobo Plus

一周掌握常用的数据科学算法本书提供完整源代码实现，案例式辅助讲解Key Features7种数据科学算法高效进行数据分类及预测从简单的例子开始讲解算法的基本概念与知识通过对案例进行扩展以讲解一些特殊的分析算法Book Description机器学习的应用是高度自度化且自动修正的。学习到的数据越多，机器学习应用需要的人工干预就越少。为了解决现实世界中复杂的数据问题，科学家们开发出专门的机器学习算法来解决这些问题。数据科学正是通过算法和统计分析来帮助读者从现有数据中获取新知识的。本书将解决如何精确且高效地进行数据分类及预测的问题。本书主要讲解7种数据科学算法，有k最近邻算法、朴素贝叶斯算法、决策树、随机森林，k-means聚类、回归分析和时间序列分析。此外，你还会掌握如何对数据进行预聚类，以便针对大型数据集进行优化和分类。最后，你将了解如何根据数据集中的现有趋势来预测数据
... Leer más
AWS Data Analytics

Unleashing the Power of Data: Insights and Solutions with AWS Analytics

de Brian Murray ...

Series Libro 1 - Data Analysis for Beginners
In today's digital age, data has become the lifeblood of every business, and the ability to extract insights from it can be a game-changer. With the rise of cloud computing, AWS has emerged as a leader in providing data analytics services that help businesses transform raw data into actionable insights.In "The Power of Data: Unleashing Insights and Solutions with AWS Analytics", readers will gain ... Leer más

$3.95 USD o gratis con Kobo Plus

In today's digital age, data has become the lifeblood of every business, and the ability to extract insights from it can be a game-changer. With the rise of cloud computing, AWS has emerged as a leader in providing data analytics services that help businesses transform raw data into actionable insights.In "The Power of Data: Unleashing Insights and Solutions with AWS Analytics", readers will gain
... Leer más
Real-Time Data Processing

Harnessing the Power of Streaming Data

de Chuck Sherman ...

Series Libro 2 - AI-Driven Data Engineering
In an increasingly fast-paced and data-driven world, the ability to process and analyze information in real-time has become paramount. "Real-Time Data Processing: Harnessing the Power of Streaming Data" is your definitive guide to understanding, implementing, and mastering the art of processing data as it arrives, enabling you to make informed decisions at the speed of thought.Author [Author's ... Leer más

$3.95 USD o gratis con Kobo Plus

In an increasingly fast-paced and data-driven world, the ability to process and analyze information in real-time has become paramount. "Real-Time Data Processing: Harnessing the Power of Streaming Data" is your definitive guide to understanding, implementing, and mastering the art of processing data as it arrives, enabling you to make informed decisions at the speed of thought.Author [Author's
... Leer más
AI-Driven Data Engineering

Unleashing the Power of Data for the Future

de Chuck Sherman ...

Series Libro 1 - AI-Driven Data Engineering
In this age of data, where information is being generated at an unprecedented rate, the role of data engineering has become more critical than ever. Data engineers are the unsung heroes who work behind the scenes to ensure that data is collected, stored, transformed, and made accessible for analysis. However, with the advent of artificial intelligence (AI), the landscape of data engineering is ... Leer más

$3.95 USD o gratis con Kobo Plus

In this age of data, where information is being generated at an unprecedented rate, the role of data engineering has become more critical than ever. Data engineers are the unsung heroes who work behind the scenes to ensure that data is collected, stored, transformed, and made accessible for analysis. However, with the advent of artificial intelligence (AI), the landscape of data engineering is
... Leer más
Data Preprocessing

Enhancing Data for Analysis. The Art of Preprocessing

de Daniel Garfield ...

Series Libro 2 - Big Data as a Product 3 in 1
"Data Preprocessing: Enhancing Data for Analysis: The Art of Preprocessing"Data preprocessing lays the foundation for successful data analysis, enabling us to extract valuable insights and make informed decisions. In this comprehensive guide, "Data Preprocessing: Enhancing Data for Analysis: The Art of Preprocessing," you will embark on a journey through the intricacies of data preprocessing and ... Leer más

$3.95 USD

"Data Preprocessing: Enhancing Data for Analysis: The Art of Preprocessing"Data preprocessing lays the foundation for successful data analysis, enabling us to extract valuable insights and make informed decisions. In this comprehensive guide, "Data Preprocessing: Enhancing Data for Analysis: The Art of Preprocessing," you will embark on a journey through the intricacies of data preprocessing and
... Leer más
Data Scaling and Normalization

A Comprehensive Guide to Enhancing Data Quality and Model Performance

de Chuck Sherman ...

In the rapidly evolving landscape of data science, the importance of effective data preprocessing cannot be overstated. "Unlock the Power of Your Data" is a comprehensive guide that takes you on a journey through the intricate world of data scaling and normalization, demystifying complex concepts and equipping you with the tools to elevate your data to new heights.Key Features:Foundational ... Leer más

$3.95 USD

In the rapidly evolving landscape of data science, the importance of effective data preprocessing cannot be overstated. "Unlock the Power of Your Data" is a comprehensive guide that takes you on a journey through the intricate world of data scaling and normalization, demystifying complex concepts and equipping you with the tools to elevate your data to new heights.Key Features:Foundational
... Leer más
Deep Learning with PyTorch Quick Start Guide

Learn to train and deploy neural network models in Python

de David Julian ...

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and ... Leer más

$25.99 USD o gratis con Kobo Plus

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and
... 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
Introduction to Statistical and Machine Learning Methods for Data Science

de Carlos Andre Reis Pinheiro, Mike Patetta ...

Boost your understanding of data science techniques to solve real-world problemsData science is an exciting, interdisciplinary field that extracts insights from data to solve business problems. This book introduces common data science techniques and methods and shows you how to apply them in real-world case studies. From data preparation and exploration to model assessment and deployment, this ... Leer más

$18.99 USD

Boost your understanding of data science techniques to solve real-world problemsData science is an exciting, interdisciplinary field that extracts insights from data to solve business problems. This book introduces common data science techniques and methods and shows you how to apply them in real-world case studies. From data preparation and exploration to model assessment and deployment, this
... Leer más
Hands-On Natural Language Processing with PyTorch 1.x

Build smart, AI-driven linguistic applications using deep learning and NLP techniques

de Thomas Dop ...

Become a proficient NLP data scientist by developing deep learning models for NLP and extract valuable insights from structured and unstructured dataKey FeaturesGet to grips with word embeddings, semantics, labeling, and high-level word representations using practical examplesLearn modern approaches to NLP and explore state-of-the-art NLP models using PyTorchImprove your NLP applications with ... Leer más

$27.99 USD o gratis con Kobo Plus

Become a proficient NLP data scientist by developing deep learning models for NLP and extract valuable insights from structured and unstructured dataKey FeaturesGet to grips with word embeddings, semantics, labeling, and high-level word representations using practical examplesLearn modern approaches to NLP and explore state-of-the-art NLP models using PyTorchImprove your NLP applications with
... Leer más
Data Management, Analytics and Innovation

Proceedings of ICDMAI 2024, Volume 2

Edición de Neha Sharma, Amol C. Goje, Amlan Chakrabarti, Alfred M. Bruckstein ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at 8th International Conference on Data Management, Analytics and Innovation (ICDMAI 2024), held during 19–21 January 2024 in ... Leer más

$224.99 USD

This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at 8th International Conference on Data Management, Analytics and Innovation (ICDMAI 2024), held during 19–21 January 2024 in
... Leer más
Cyber-Physical Systems

Data Science, Modelling and Software Optimization

de Alla G. Kravets ...

Series series Engineering (R0)
This book is devoted to new approaches to modeling and design of cyber-physical systems. Nowadays, cyber-physical systems become widely used in different domains. Scientific society suggests new approaches to engineering and optimization of cyber-physical systems, however, there are still open questions that need to be covered by research and development.It presents results and findings in the ... Leer más

$197.99 USD

This book is devoted to new approaches to modeling and design of cyber-physical systems. Nowadays, cyber-physical systems become widely used in different domains. Scientific society suggests new approaches to engineering and optimization of cyber-physical systems, however, there are still open questions that need to be covered by research and development.It presents results and findings in the
... Leer más
Distributed Deep Learning and Explainable AI (XAI) in Industry 4.0

Edición de Lalitha Krishnasamy, Rajesh Kumar Dhanaraj, Dragan Pamucar, Mariya Ouaissa ...

Series series Intelligent Technologies and Robotics (R0)
This book is a comprehensive resource that delves into the integration of advanced artificial intelligence techniques within the context of modern industrial practices. It systematically explores how distributed deep learning methodologies can be effectively combined with explainable AI to enhance transparency in Industry 4.0 applications. In recent years, neural networks and other deep learning ... Leer más

$170.99 USD

This book is a comprehensive resource that delves into the integration of advanced artificial intelligence techniques within the context of modern industrial practices. It systematically explores how distributed deep learning methodologies can be effectively combined with explainable AI to enhance transparency in Industry 4.0 applications. In recent years, neural networks and other deep learning
... Leer más
Knime ile Uçtan Uca Veri Bilimi

EDUCATION

de Sadi Evren SEKER, DEMET ERDOGAN ...

Series series EDUCATION
Bu kitabın amacı; makine öğrenmesi, veri madenciliği, metin madenciliği, tahmin edici analiz ve iş analizi kavramlarını özetleyerek ve bu kavramları Knime programı üzerinden uygulamalı olarak göstermektir. ... Leer más

$5.00 USD o gratis con Kobo Plus

Bu kitabın amacı; makine öğrenmesi, veri madenciliği, metin madenciliği, tahmin edici analiz ve iş analizi kavramlarını özetleyerek ve bu kavramları Knime programı üzerinden uygulamalı olarak göstermektir.
... Leer más
MySQL in a Nutshell

A Desktop Quick Reference

de Russell J.T. Dyer ...

When you need to find the right SQL keyword or MySQL client command-line option right away, turn to this convenient reference, known for the same speed and flexibility as the system it covers so thoroughly. MySQL is packed with so many capabilities that the odds of remembering a particular function or statement at the right moment are pretty slim. With MySQL in a Nutshell, you get the details you ... Leer más

$20.99 USD

When you need to find the right SQL keyword or MySQL client command-line option right away, turn to this convenient reference, known for the same speed and flexibility as the system it covers so thoroughly. MySQL is packed with so many capabilities that the odds of remembering a particular function or statement at the right moment are pretty slim. With MySQL in a Nutshell, you get the details you
... Leer más
Applying Color Theory to Digital Media and Visualization

de Theresa-Marie Rhyne ...

This book provides an overview of the application of color theory concepts to digital media and visualization. It highlights specific color concepts like color harmony and shows how to apply the concept with case study examples and usage of actual online and mobile color tools. Color deficiencies are reviewed and discussed are color tools for examining how a specific color map design will look to ... Leer más

$74.99 USD

This book provides an overview of the application of color theory concepts to digital media and visualization. It highlights specific color concepts like color harmony and shows how to apply the concept with case study examples and usage of actual online and mobile color tools. Color deficiencies are reviewed and discussed are color tools for examining how a specific color map design will look to
... Leer más
Machine Learning

A Comprehensive Beginner's Guide

de Akshay B R, Sini Raj Pulari, T S Murugesh, Shriram K Vasudevan ...

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to ... Leer más

$70.99 USD

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to
... Leer más
Innovations in Computing

Edición de Sushil Kamboj, Pardeep Singh Tiwana ...

This book presents cutting-edge research, emerging trends, and groundbreaking innovations in the field of computing. It offers insights into real-world applications that leverage computational methods and the ever-evolving landscape of machine learning.This title comprises a selection of papers that reflect a dynamic exchange of ideas in the field of Internet of things, Cloud Computing, Machine ... Leer más

$295.99 USD

This book presents cutting-edge research, emerging trends, and groundbreaking innovations in the field of computing. It offers insights into real-world applications that leverage computational methods and the ever-evolving landscape of machine learning.This title comprises a selection of papers that reflect a dynamic exchange of ideas in the field of Internet of things, Cloud Computing, Machine
... Leer más
Proceeding of the International Conference on Computer Networks, Big Data and IoT (ICCBI - 2019)

Edición de A. Pasumpon Pandian, Ram Palanisamy, Klimis Ntalianis ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the proceedings of the International Conference on Computing Networks, Big Data and IoT [ICCBI 2019], held on December 19–20, 2019 at the Vaigai College of Engineering, Madurai, India.Recent years have witnessed the intertwining development of the Internet of Things and big data, which are increasingly deployed in computer network architecture. As society becomes smarter, it is ... Leer más

$188.99 USD

This book presents the proceedings of the International Conference on Computing Networks, Big Data and IoT [ICCBI 2019], held on December 19–20, 2019 at the Vaigai College of Engineering, Madurai, India.Recent years have witnessed the intertwining development of the Internet of Things and big data, which are increasingly deployed in computer network architecture. As society becomes smarter, it is
... 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
Why Data Science Projects Fail

The Harsh Realities of Implementing AI and Analytics, without the Hype

de Douglas Gray, Evan Shellshear ...

Series series Chapman & Hall/CRC Data Science Series
The field of artificial intelligence, data science, and analytics is crippling itself. Exaggerated promises of unrealistic technologies, simplifications of complex projects, and marketing hype are leading to an erosion of trust in one of our most critical approaches to making decisions: data driven.This book aims to fix this by countering the AI hype with a dose of realism. Written by two experts ... Leer más

$55.99 USD

The field of artificial intelligence, data science, and analytics is crippling itself. Exaggerated promises of unrealistic technologies, simplifications of complex projects, and marketing hype are leading to an erosion of trust in one of our most critical approaches to making decisions: data driven.This book aims to fix this by countering the AI hype with a dose of realism. Written by two experts
... Leer más
Microsoft Azure Machine Learning

Explore predictive analytics using step-by-step tutorials and build models to make prediction in a jiffy with a few mouse clicks

de Sumit Mund ...

Key FeaturesBook DescriptionThe book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.What you will learnLearn to use Azure Machine Learning Studio to visualize and preprocess ... Leer más

$34.99 USD o gratis con Kobo Plus

Key FeaturesBook DescriptionThe book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.What you will learnLearn to use Azure Machine Learning Studio to visualize and preprocess
... Leer más
Event Streams in Action

Real-time event systems with Kafka and Kinesis

de Valentin Crettaz, Alexander Dean ...

SummaryEvent Streams in Action is a foundational book introducing the ULP paradigm and presenting techniques to use it effectively in data-rich environments.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyMany high-profile applications, like LinkedIn and Netflix, deliver nimble, responsive performance by reacting to ... Leer más

$49.99 USD

SummaryEvent Streams in Action is a foundational book introducing the ULP paradigm and presenting techniques to use it effectively in data-rich environments.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyMany high-profile applications, like LinkedIn and Netflix, deliver nimble, responsive performance by reacting to
... Leer más
Real-World Machine Learning

de Henrik Brink, Joseph Richards, Mark Fetherolf ...

SummaryReal-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats ... Leer más

$49.99 USD

SummaryReal-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats
... Leer más

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