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Python Feature Engineering Cookbook

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

by Soledad Galli ...

Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn librariesKey FeaturesDiscover solutions for feature generation, feature extraction, and feature selectionUncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasetsImplement modern feature extraction techniques using Python's ... Read more

$25.10 USD or Free with Kobo Plus

Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn librariesKey FeaturesDiscover solutions for feature generation, feature extraction, and feature selectionUncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasetsImplement modern feature extraction techniques using Python's
... Read more
Hands-On Deep Learning with R

A practical guide to designing, building, and improving neural network models using R

by Michael Pawlus, Rodger Devine ...

Explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and DeepnetKey FeaturesUnderstand deep learning algorithms and architectures using R and determine which algorithm is best suited for a specific problemImprove models using parameter tuning, feature engineering, and ensemblingApply advanced neural network models such as ... Read more

$25.10 USD or Free with Kobo Plus

Explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and DeepnetKey FeaturesUnderstand deep learning algorithms and architectures using R and determine which algorithm is best suited for a specific problemImprove models using parameter tuning, feature engineering, and ensemblingApply advanced neural network models such as
... Read more
The Art of Data-Driven Business

Transform your organization into a data-driven one with the power of Python machine learning

by Alan Bernardo Palacio ...

Learn how to make the right decisions for your business with the help of Python recipes and the expertise of data leadersKey FeaturesLearn and practice various clustering techniques to gather market insights Explore real-life use cases from the business world to contextualize your learningWork your way through practical recipes that will reinforce what you have learnedBook DescriptionOne of the ... Read more

$25.91 USD or Free with Kobo Plus

Learn how to make the right decisions for your business with the help of Python recipes and the expertise of data leadersKey FeaturesLearn and practice various clustering techniques to gather market insights Explore real-life use cases from the business world to contextualize your learningWork your way through practical recipes that will reinforce what you have learnedBook DescriptionOne of the
... Read more
Hands-On Time Series Analysis with R

Perform time series analysis and forecasting using R

by Rami Krispin ...

Build efficient forecasting models using traditional time-series models and machine learning algorithms.Key FeaturesPerform time-series analysis and forecasting using R packages such as forecast and h2oDevelop models and find patterns to create visualizations using the TSstudio and plotly packagesLearn statistics and implement time-series methods with the help of examplesBook DescriptionTime ... Read more

$23.93 USD or Free with Kobo Plus

Build efficient forecasting models using traditional time-series models and machine learning algorithms.Key FeaturesPerform time-series analysis and forecasting using R packages such as forecast and h2oDevelop models and find patterns to create visualizations using the TSstudio and plotly packagesLearn statistics and implement time-series methods with the help of examplesBook DescriptionTime
... Read more
Hands-On Exploratory Data Analysis with R

Become an expert in exploratory data analysis using R packages

by Radhika Datar, Harish Garg ...

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using real-world dataDiscover and practice graphical exploratory analysis techniques across domainsBook DescriptionHands-On Exploratory Data Analysis with R ... Read more

$20.51 USD or Free with Kobo Plus

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using real-world dataDiscover and practice graphical exploratory analysis techniques across domainsBook DescriptionHands-On Exploratory Data Analysis with R
... Read more
Security Tokens and Stablecoins Quick Start Guide

Learn how to build STO and stablecoin decentralized applications

by Weimin Sun, Xun (Brian) Wu, Angela Kwok ...

A complete guide to understanding, developing, and testing popular security-token smart contractsKey FeaturesUnderstand key Blockchain and Ethereum platforms conceptsStep-by-step guide to developing STO smart contracts on EthereumMonetize digital tokens under various U.S. securities lawsBook DescriptionThe failure of initial coin offerings (ICOs) is no accident, as most ICOs do not link to a real ... Read more

$20.51 USD or Free with Kobo Plus

A complete guide to understanding, developing, and testing popular security-token smart contractsKey FeaturesUnderstand key Blockchain and Ethereum platforms conceptsStep-by-step guide to developing STO smart contracts on EthereumMonetize digital tokens under various U.S. securities lawsBook DescriptionThe failure of initial coin offerings (ICOs) is no accident, as most ICOs do not link to a real
... Read more
Supervised Machine Learning with Python

Develop rich Python coding practices while exploring supervised machine learning

by Taylor Smith ...

Teach your machine to think for itself!Key FeaturesDelve into supervised learning and grasp how a machine learns from dataImplement popular machine learning algorithms from scratchExplore some of the most popular scientific and mathematical libraries in the Python languageBook DescriptionSupervised machine learning is used in a wide range of sectors, such as finance, online advertising, and ... Read more

$17.99 USD or Free with Kobo Plus

Teach your machine to think for itself!Key FeaturesDelve into supervised learning and grasp how a machine learns from dataImplement popular machine learning algorithms from scratchExplore some of the most popular scientific and mathematical libraries in the Python languageBook DescriptionSupervised machine learning is used in a wide range of sectors, such as finance, online advertising, and
... Read more
Statistics for Machine Learning

Techniques for exploring supervised, unsupervised, and reinforcement learning models with Python and R

by Pratap Dangeti ...

Build Machine Learning models with a sound statistical understanding.Key FeaturesLearn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics.Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering.Master the statistical aspect of Machine Learning with the help of this example-rich guide to R and ... Read more

$37.25 USD or Free with Kobo Plus

Build Machine Learning models with a sound statistical understanding.Key FeaturesLearn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics.Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering.Master the statistical aspect of Machine Learning with the help of this example-rich guide to R and
... Read more
Data Science in Action: Project Ideas, Methodology, and Python Codes in Health Care

by Zemelak Goraga, PhD ...

"Data Science in Action: Project Ideas, Methodology, and Python Codes in Health Care" is a pioneering guide at the crossroads of technology and healthcare, unveiling the transformative potential of data science in revolutionizing patient care. Through a lens of practical implementation, this book explores diverse projects, ranging from ailment prediction and chronic disease management to ... Read more

$22.50 USD or Free with Kobo Plus

"Data Science in Action: Project Ideas, Methodology, and Python Codes in Health Care" is a pioneering guide at the crossroads of technology and healthcare, unveiling the transformative potential of data science in revolutionizing patient care. Through a lens of practical implementation, this book explores diverse projects, ranging from ailment prediction and chronic disease management to
... Read more
Learn SAP SD in 24 Hours

by Alex Nordeen ...

SAP Sales and Distribution (SD) is one of the most widely implemented modules of SAP. It covers business activities like Pre-sales, Inquiry, Quotation, Sales Order Processing, Shipping, Delivery, and Billing. SAP SD is used across industries.This book is designed for beginners with little or no prior SAP SD experience.Here is what you will learn:Table Of ContentChapter 1: Create Customer Master ... Read more

$8.99 USD

SAP Sales and Distribution (SD) is one of the most widely implemented modules of SAP. It covers business activities like Pre-sales, Inquiry, Quotation, Sales Order Processing, Shipping, Delivery, and Billing. SAP SD is used across industries.This book is designed for beginners with little or no prior SAP SD experience.Here is what you will learn:Table Of ContentChapter 1: Create Customer Master
... Read more
Learn Cassandra in 24 Hours

by Alex Nordeen ...

This book is a step by step beginners guide to learning Cassandra. The book uses tons of charts, graphs, images and code to aid your Cassandra learning.The book gives a detailed introduction to Cassandra. It proceeds to give step-by-step instructions to installing Cassandra. Cassandra Architecture and Replication Factor Strategy is lucidly explained. Data Modelling, Keyspace CQL are also described ... Read more

$8.99 USD

This book is a step by step beginners guide to learning Cassandra. The book uses tons of charts, graphs, images and code to aid your Cassandra learning.The book gives a detailed introduction to Cassandra. It proceeds to give step-by-step instructions to installing Cassandra. Cassandra Architecture and Replication Factor Strategy is lucidly explained. Data Modelling, Keyspace CQL are also described
... Read more
Google Certified Professional Cloud Database Engineer +100 Exam Practice Questions with detailed explanations and reference links: First Edition - 2024

Google Certified Professional Cloud Database Engineer

by IP Specialist ...

Google Certified Professional Cloud Database Engineer: Practice Questions – First EditionIP Specialists Practice Questions are dedicatedly designed from a certification exam perspective. The collections of these questions from our Study Guides are prepared to keep the exam blueprint in mind, covering important and necessary topics. It's an ideal document to practice and revise your certification. ... Read more

$13.49 USD or Free with Kobo Plus

Google Certified Professional Cloud Database Engineer: Practice Questions – First EditionIP Specialists Practice Questions are dedicatedly designed from a certification exam perspective. The collections of these questions from our Study Guides are prepared to keep the exam blueprint in mind, covering important and necessary topics. It's an ideal document to practice and revise your certification.
... Read more
Maximizing Excel with ChatGPT

Unleashing the Power of AI for Data Management and Analysis

by Zeph Nwokeji ...

Unlock the true power of Excel with my ground-breaking eBook, "Maximizing Excel with ChatGPT: Unleashing the Potential of AI for Data Management and Analysis". Discover the limitless possibilities that arise from harnessing ChatGPT in Data Generation, Automating Tasks, Enhancing Data Analysis, and Enabling Data Visualization within Excel. Gain a competitive edge as you turbocharge your Excel ... Read more

$9.33 USD or Free with Kobo Plus

Unlock the true power of Excel with my ground-breaking eBook, "Maximizing Excel with ChatGPT: Unleashing the Potential of AI for Data Management and Analysis". Discover the limitless possibilities that arise from harnessing ChatGPT in Data Generation, Automating Tasks, Enhancing Data Analysis, and Enabling Data Visualization within Excel. Gain a competitive edge as you turbocharge your Excel
... Read more
Python3.0科学计算指南

Chinese Edition

by Posts & Telecom Press, Claus Führer, Jan Erik Solem, Olivier Verdier ...

Python 3.0科学计算教程 Python中的主要语法元素、基本数据类型、容器类型符号计算 SciPy和NumPy的参考资料Key Features本书给出了一些综合实例，以帮助读者进一步掌握前述章节所涵盖的内容本书特色鲜明，示例生动有趣，内容易读易学Book Description本书旨在通过实际的Python 3.0代码示例展示Python与数学应用程序的紧密联系，介绍将Python中的各种概念用于科学计算的方法。本书共有15章。第1～3章介绍Python中的主要语法元素、基本数据类型、容器类型等概念；第4～9章介绍线性代数、高级数组、函数、类、迭代等与数学数据类型紧密相关的内容；第10～14章就有关科学计算程序运行过程中错误处理、输入输出、测试等问题进行探索，并具体给出了一些综合实例，以帮助读者进一步掌握前述章节所涵盖的内容；第15章介绍符号计算的相关内容 ... Read more

$35.63 USD or Free with Kobo Plus

Python 3.0科学计算教程 Python中的主要语法元素、基本数据类型、容器类型符号计算 SciPy和NumPy的参考资料Key Features本书给出了一些综合实例，以帮助读者进一步掌握前述章节所涵盖的内容本书特色鲜明，示例生动有趣，内容易读易学Book Description本书旨在通过实际的Python 3.0代码示例展示Python与数学应用程序的紧密联系，介绍将Python中的各种概念用于科学计算的方法。本书共有15章。第1～3章介绍Python中的主要语法元素、基本数据类型、容器类型等概念；第4～9章介绍线性代数、高级数组、函数、类、迭代等与数学数据类型紧密相关的内容；第10～14章就有关科学计算程序运行过程中错误处理、输入输出、测试等问题进行探索，并具体给出了一些综合实例，以帮助读者进一步掌握前述章节所涵盖的内容；第15章介绍符号计算的相关内容
... Read more
THE RAG PROGRAMMING RECIPES FOR EXPERTS

USING PYTHON AND LANGCHAIN

by WILLIAM K ROBERT ...

The RAG Programming Recipes: Expert Techniques for Python and LangchainUnleash the Potential of Generative AI with Powerful Python and Langchain RecipesThis book is your comprehensive guide to becoming an expert in RAG programming, a cutting-edge approach to training generative AI models. By combining the power of Python and Langchain, a revolutionary deep learning framework, you'll unlock a world ... Read more

$6.30 USD or Free with Kobo Plus

The RAG Programming Recipes: Expert Techniques for Python and LangchainUnleash the Potential of Generative AI with Powerful Python and Langchain RecipesThis book is your comprehensive guide to becoming an expert in RAG programming, a cutting-edge approach to training generative AI models. By combining the power of Python and Langchain, a revolutionary deep learning framework, you'll unlock a world
... Read more
The Tyranny of A.I : How A.I Shapes Power, Control And Society

by RODWICK CHASE ...

Ever wondered how the unseen algorithms shaping your daily life hold sway over power and control? Imagine this: by 2025, AI could contribute a jaw-dropping $15.7 trillion to the global economy. Yet, in the blink of an eye, it could also transform our world in ways we can barely grasp.This book plunges into the heart of AI's impact, unraveling the threads connecting technology with societal shifts. ... Read more

$13.49 USD

Ever wondered how the unseen algorithms shaping your daily life hold sway over power and control? Imagine this: by 2025, AI could contribute a jaw-dropping $15.7 trillion to the global economy. Yet, in the blink of an eye, it could also transform our world in ways we can barely grasp.This book plunges into the heart of AI's impact, unraveling the threads connecting technology with societal shifts.
... Read more
Mastering ChatGPT and Google Colab for Machine Learning

by Rosario Moscato ...

Learn how to harness the power of ChatGPT to streamline data analysis, accelerate model development, and unlock innovative solutions to real-world problems.Book DescriptionUnlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on ... Read more

$25.64 USD

Learn how to harness the power of ChatGPT to streamline data analysis, accelerate model development, and unlock innovative solutions to real-world problems.Book DescriptionUnlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on
... Read more
Polars Cookbook

Over 60 practical recipes to transform, manipulate, and analyze your data using Python Polars 1.x

by Yuki Kakegawa ...

Leverage Polars, a lightning-fast DataFrame library, to transform your Python-based data science projects with efficient data wrangling and manipulation Key FeaturesUnlock the power of Python Polars for faster and more efficient data analysis workflowsMaster the fundamentals of Python Polars with step-by-step recipesDiscover data manipulation techniques to apply across multiple data ... Read more

$32.39 USD or Free with Kobo Plus

Leverage Polars, a lightning-fast DataFrame library, to transform your Python-based data science projects with efficient data wrangling and manipulation Key FeaturesUnlock the power of Python Polars for faster and more efficient data analysis workflowsMaster the fundamentals of Python Polars with step-by-step recipesDiscover data manipulation techniques to apply across multiple data
... Read more
Getting Started with Couchbase Server

Extreme Scalability at Your Fingertips

by MC Brown ...

Do you know what to do if your web application goes viral and usage suddenly explodes? This concise guide introduces you to Couchbase Server, an extremely fast NoSQL database that automatically distributes data across a cluster of commodity servers or virtual machines. You’ll learn hands-on how to build a Couchbase cluster without changing your application, and how to expand your database on the ... Read more

$11.78 USD

Do you know what to do if your web application goes viral and usage suddenly explodes? This concise guide introduces you to Couchbase Server, an extremely fast NoSQL database that automatically distributes data across a cluster of commodity servers or virtual machines. You’ll learn hands-on how to build a Couchbase cluster without changing your application, and how to expand your database on the
... Read more
Nios4 FIRST STEPS

by Gessica Monteforte ...

Nios4 is a platform for creating ERP and CRM management softwares.It is a program that allows, through tools and functions, to create its own management of different types of data.This manual is a real practical guide addressed to all those who want to approach for the first time Nios4 to create their own custom data management system.Every chapter will go with you step by step in the creation and ... Read more

$2.99 USD or Free with Kobo Plus

Nios4 is a platform for creating ERP and CRM management softwares.It is a program that allows, through tools and functions, to create its own management of different types of data.This manual is a real practical guide addressed to all those who want to approach for the first time Nios4 to create their own custom data management system.Every chapter will go with you step by step in the creation and
... Read more
STEP BY STEP TUTORIAL: SQL SERVER FOR DATA SCIENCE WITH PYTHON GUI

by Vivian Siahaan, Rismon Hasiholan Sianipar ...

This book uses the SQL SERVER version of MySQL-based Northwind database. The Northwind database is a sample database that was originally created by Microsoft and used as the basis for their tutorials in a variety of database products for decades. The Northwind database contains the sales data for a fictitious company called “Northwind Traders,” which imports and exports specialty foods from around ... Read more

$10.79 USD

This book uses the SQL SERVER version of MySQL-based Northwind database. The Northwind database is a sample database that was originally created by Microsoft and used as the basis for their tutorials in a variety of database products for decades. The Northwind database contains the sales data for a fictitious company called “Northwind Traders,” which imports and exports specialty foods from around
... Read more
Transact-SQL Cookbook

Help for Database Programmers

by Ales Spetic, Jonathan Gennick ...

This unique cookbook contains a wealth of solutions to problems that SQL programmers face all the time. The recipes inside range from how to perform simple tasks, like importing external data, to ways of handling issues that are more complicated, like set algebra. Authors Ales Spetic and Jonathan Gennick, two authorities with extensive database and SQL programming experience, include a discussion ... Read more

$18.17 USD

This unique cookbook contains a wealth of solutions to problems that SQL programmers face all the time. The recipes inside range from how to perform simple tasks, like importing external data, to ways of handling issues that are more complicated, like set algebra. Authors Ales Spetic and Jonathan Gennick, two authorities with extensive database and SQL programming experience, include a discussion
... Read more
WebLogic: The Definitive Guide

Development, Deployment & Maintenance

by Jon Mountjoy, Avinash Chugh ...

Series series Definitive Guides
BEA's WebLogic Server implements the full range of J2EE technologies, and includes many additional features such as advanced management, clustering, and web services. Widely adopted, it forms the core of the WebLogic platform, providing a stable framework for building scalable, highly available, and secure applications. In fact, in the long list of WebLogic's strengths and features, only one ... Read more

$28.52 USD

BEA's WebLogic Server implements the full range of J2EE technologies, and includes many additional features such as advanced management, clustering, and web services. Widely adopted, it forms the core of the WebLogic platform, providing a stable framework for building scalable, highly available, and secure applications. In fact, in the long list of WebLogic's strengths and features, only one
... Read more
Meganets

How Digital Forces Beyond Our Control Commandeer Our Daily Lives and Inner Realities

by David B. Auerbach ...

How the autonomous digital forces jolting our lives – as uncontrollable as the weather and plate tectonics – are transforming life, society, culture, and politics.David Auerbach’s exploration of the phenomenon he has identified as the meganet begins with a simple, startling revelation: There is no hand on the tiller of some of the largest global digital forces that influence our daily lives: from ... Read more

$18.99 USD

How the autonomous digital forces jolting our lives – as uncontrollable as the weather and plate tectonics – are transforming life, society, culture, and politics.David Auerbach’s exploration of the phenomenon he has identified as the meganet begins with a simple, startling revelation: There is no hand on the tiller of some of the largest global digital forces that influence our daily lives: from
... Read more

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