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Introduction to Machine Learning Algorithms

Basic Principles and Mathematics

door Vinod Kumar Khanna ...

Mathematics is the foundation of machine learning algorithms. To understand the shortcomings of existing algorithms and develop more effective methods, it is essential to understand the mathematical concepts underlying these algorithms and their operational principles. This book serves as an introductory resource, outlining the preliminary concepts and offering insights into the mathematical ... Meer lezen

190,51 €

Mathematics is the foundation of machine learning algorithms. To understand the shortcomings of existing algorithms and develop more effective methods, it is essential to understand the mathematical concepts underlying these algorithms and their operational principles. This book serves as an introductory resource, outlining the preliminary concepts and offering insights into the mathematical
... Meer lezen
Practical Probabilistic Programming

door Avi Pfeffer ...

SummaryPractical Probabilistic Programming introduces the working programmer to probabilistic programming. In it, you'll learn how to use the PP paradigm to model application domains and then express those probabilistic models in code. Although PP can seem abstract, in this book you'll immediately work on practical examples, like using the Figaro language to build a spam filter and applying ... Meer lezen

65,97 €

SummaryPractical Probabilistic Programming introduces the working programmer to probabilistic programming. In it, you'll learn how to use the PP paradigm to model application domains and then express those probabilistic models in code. Although PP can seem abstract, in this book you'll immediately work on practical examples, like using the Figaro language to build a spam filter and applying
... Meer lezen
Pandas in Action

door Boris Paskhaver ...

Take the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software.In Pandas in Action you will learn how to:Import datasets, identify issues with their data structures, and optimize them for efficiencySort, filter, pivot, and draw conclusions from a dataset and its subsetsIdentify trends ... Meer lezen

55,91 €

Take the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software.In Pandas in Action you will learn how to:Import datasets, identify issues with their data structures, and optimize them for efficiencySort, filter, pivot, and draw conclusions from a dataset and its subsetsIdentify trends
... Meer lezen
Build AI Drug Discovery Pipelines

Use AlphaFold-inspired models to screen, generate, and optimize drug candidates

door Noah Flynn ...

Get the eBook free when you register your print book at Manning.Build AI Drug Discovery Pipelines introduces the machine learning and deep learning techniques that drive modern medical research. Each chapter covers a real-world example from the pharmaceutical industry, showing you hands on how researchers investigate treatments for cancer, malaria, autoimmune diseases, and more. You'll even ... Meer lezen

49,20 €

VOORAF BESTELLEN

Get the eBook free when you register your print book at Manning.Build AI Drug Discovery Pipelines introduces the machine learning and deep learning techniques that drive modern medical research. Each chapter covers a real-world example from the pharmaceutical industry, showing you hands on how researchers investigate treatments for cancer, malaria, autoimmune diseases, and more. You'll even
... Meer lezen
Innovations in Sustainable Agricultural Systems, Volume 1

ISAS 2024

Bewerkt door Irina Samoylenko, Toshpulot Rajabov ...

Serie series Springer Nature Proceedings excluding Computer Science
This multidisciplinary book focuses on the best practices in a range of areas, such as: I. Sustainable development of agricultural production; II. Intelligent agricultural techniques, tools, and systems; III. Sustainability in veterinary practice; and IV. Economic, ecological and social systems for human development. This book is a truly interdisciplinary publication, useful to scholars, social ... Meer lezen

232,14 €

This multidisciplinary book focuses on the best practices in a range of areas, such as: I. Sustainable development of agricultural production; II. Intelligent agricultural techniques, tools, and systems; III. Sustainability in veterinary practice; and IV. Economic, ecological and social systems for human development. This book is a truly interdisciplinary publication, useful to scholars, social
... Meer lezen
Geschichte(n) fiktional und faktual

Literarische und diskursive Erinnerungen im 20. und 21. Jahrhundert

door Bernhard Walcher, Anna Mattfeldt ...

Serie Boek 125 - Jahrbuch fuer Internationale Germanistik - Reihe A
Die Beiträge des Bandes gehen auf eine Tagung in Budapest zurück, die im September 2014 stattgefunden hat. Gemeinsames, erkenntnisleitendes Thema ist die Frage nach «Sprachlichen Konstruktionen von Geschichte zwischen Faktualität und Fiktionalität» mit besonderem Blick auf Umbruchs- und Krisenzeiten. Die literaturwissenschaftlichen Beiträge analysieren und interpretieren Texte vom frühen 20. ... Meer lezen

118,14 €

Die Beiträge des Bandes gehen auf eine Tagung in Budapest zurück, die im September 2014 stattgefunden hat. Gemeinsames, erkenntnisleitendes Thema ist die Frage nach «Sprachlichen Konstruktionen von Geschichte zwischen Faktualität und Fiktionalität» mit besonderem Blick auf Umbruchs- und Krisenzeiten. Die literaturwissenschaftlichen Beiträge analysieren und interpretieren Texte vom frühen 20.
... Meer lezen
Getting Started with Flurry Analytics

door Bhanu Birani ...

An easy-to-follow, step-by-step tutorial full of examples and code to help you quickly get started with Flurry analytics.This book is great for developers who want to track their applications instantly using Flurry analytics and who are looking to get a good grounding in how to use Flurry for analytics in their application. It's assumed that you will have some experience with Objective-C and a ... Meer lezen

14,55 € of Gratis met Kobo Plus

An easy-to-follow, step-by-step tutorial full of examples and code to help you quickly get started with Flurry analytics.This book is great for developers who want to track their applications instantly using Flurry analytics and who are looking to get a good grounding in how to use Flurry for analytics in their application. It's assumed that you will have some experience with Objective-C and a
... Meer lezen
Impact of Artificial Intelligence, and the Fourth Industrial Revolution on Business Success

Proceedings of The International Conference on Business and Technology (ICBT 2021)

Bewerkt door Bahaaeddin Alareeni, Allam Hamdan ...

Serie series Springer Nature Proceedings excluding Computer Science
This book constitutes the refereed proceedings of the International Conference on Business and Technology (ICBT2021) organized by EuroMid Academy of Business & Technology (EMABT), held in Istanbul, between 06–07 November 2021.In response to the call for papers for ICBT2021, 485 papers were submitted for presentation and ‎inclusion in the proceedings of the conference. After a careful blind ... Meer lezen

306,34 €

This book constitutes the refereed proceedings of the International Conference on Business and Technology (ICBT2021) organized by EuroMid Academy of Business & Technology (EMABT), held in Istanbul, between 06–07 November 2021.In response to the call for papers for ICBT2021, 485 papers were submitted for presentation and ‎inclusion in the proceedings of the conference. After a careful blind
... Meer lezen
Splunk: Enterprise Operational Intelligence Delivered

door Betsy Page Sigman, Erickson Delgado, Josh Diakun, Paul R Johnson, Derek Mock, Ashish Kumar Tulsiram Yadav ...

Demystify Big Data and discover how to bring operational intelligence to your data to revolutionize your workAbout This BookGet maximum use out of your data with Splunk's exceptional analysis and visualization capabilitiesAnalyze and understand your operational data skillfully using this end-to-end courseFull coverage of high-level Splunk techniques such as advanced searches, manipulations, and ... Meer lezen

72,78 € of Gratis met Kobo Plus

Demystify Big Data and discover how to bring operational intelligence to your data to revolutionize your workAbout This BookGet maximum use out of your data with Splunk's exceptional analysis and visualization capabilitiesAnalyze and understand your operational data skillfully using this end-to-end courseFull coverage of high-level Splunk techniques such as advanced searches, manipulations, and
... Meer lezen
How to Lead in Data Science

door Jike Chong, Yue Cathy Chang ...

A field guide for the unique challenges of data science leadership, filled with transformative insights, personal experiences, and industry examples.In How To Lead in Data Science you will learn:Best practices for leading projects while balancing complex trade-offsSpecifying, prioritizing, and planning projects from vague requirementsNavigating structural challenges in your organizationWorking ... Meer lezen

55,91 €

A field guide for the unique challenges of data science leadership, filled with transformative insights, personal experiences, and industry examples.In How To Lead in Data Science you will learn:Best practices for leading projects while balancing complex trade-offsSpecifying, prioritizing, and planning projects from vague requirementsNavigating structural challenges in your organizationWorking
... Meer lezen
App Inventor 2 con database MySQL

door Antonio Taccetti ...

App Inventor 2 con database MySQL è una guida passo-passo per scrivere applicazioni Android che utilizzano database MySQL residenti in Internet.Il compito è svolto in sinergia fra i componenti Web, WebWevier e Sharing di App Inventor e database MySQL.La trasmissione dati fra App Android e database MySQL è realizzata mediante interfaccia php appositamente scritta e ampiamente documentata.Con questo ... Meer lezen

13,99 € of Gratis met Kobo Plus

App Inventor 2 con database MySQL è una guida passo-passo per scrivere applicazioni Android che utilizzano database MySQL residenti in Internet.Il compito è svolto in sinergia fra i componenti Web, WebWevier e Sharing di App Inventor e database MySQL.La trasmissione dati fra App Android e database MySQL è realizzata mediante interfaccia php appositamente scritta e ampiamente documentata.Con questo
... Meer lezen
Building Data Science Teams

door DJ Patil ...

As data science evolves to become a business necessity, the importance of assembling a strong and innovative data teams grows. In this in-depth report, data scientist DJ Patil explains the skills, perspectives, tools and processes that position data science teams for success.Topics include: What it means to be "data driven." The unique roles of data scientists. The four essential qualities of data ... Meer lezen

Gratis

As data science evolves to become a business necessity, the importance of assembling a strong and innovative data teams grows. In this in-depth report, data scientist DJ Patil explains the skills, perspectives, tools and processes that position data science teams for success.Topics include: What it means to be "data driven." The unique roles of data scientists. The four essential qualities of data
... Meer lezen
Python: Real World Machine Learning

door Prateek Joshi, John Hearty, Bastiaan Sjardin, Luca Massaron, Alberto Boschetti ...

Learn to solve challenging data science problems by building powerful machine learning models using PythonAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideThis practical tutorial tackles real-world computing problems through a rigorous and effective approachBuild state-of-the-art models and develop personalized recommendations to ... Meer lezen

65,50 € of Gratis met Kobo Plus

Learn to solve challenging data science problems by building powerful machine learning models using PythonAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideThis practical tutorial tackles real-world computing problems through a rigorous and effective approachBuild state-of-the-art models and develop personalized recommendations to
... Meer lezen
Practical Time Series Analysis

Master Time Series Data Processing, Visualization, and Modeling using Python

door PKS Prakash, Avishek Pal ...

Step by Step guide filled with real world practical examples.Key FeaturesGet your first experience with data analysis with one of the most powerful types of analysis—time series.Find patterns in your data and predict the future pattern based on historical data.Learn the statistics, theory, and implementation of Time Series methods using this example-rich guideBook DescriptionTime Series Analysis ... Meer lezen

32,85 € of Gratis met Kobo Plus

Step by Step guide filled with real world practical examples.Key FeaturesGet your first experience with data analysis with one of the most powerful types of analysis—time series.Find patterns in your data and predict the future pattern based on historical data.Learn the statistics, theory, and implementation of Time Series methods using this example-rich guideBook DescriptionTime Series Analysis
... Meer lezen
Machine Learning with R Quick Start Guide

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

door 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 ... Meer lezen

22,25 € of Gratis met 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
... Meer lezen
Time Series Forecasting Using Foundation Models

How to build high accuracy predictive models

door Marco Peixeiro ...

Make accurate time series predictions with powerful pretrained foundation models!You don’t need to spend weeks—or even months—coding and training your own models for time series forecasting. Time Series Forecasting Using Foundation Models shows you how to make accurate predictions using flexible pretrained models.In Time Series Forecasting Using Foundation Models you will discover:The inner ... Meer lezen

49,20 €

Make accurate time series predictions with powerful pretrained foundation models!You don’t need to spend weeks—or even months—coding and training your own models for time series forecasting. Time Series Forecasting Using Foundation Models shows you how to make accurate predictions using flexible pretrained models.In Time Series Forecasting Using Foundation Models you will discover:The inner
... Meer lezen
Digital Forensic Education

An Experiential Learning Approach

Bewerkt door Xiaolu Zhang, Kim-Kwang Raymond Choo ...

Serie series Intelligent Technologies and Robotics (R0)
In this book, the editors explain how students enrolled in two digital forensic courses at their institution are exposed to experiential learning opportunities, where the students acquire the knowledge and skills of the subject-matter while also learning how to adapt to the ever-changing digital forensic landscape. Their findings (e.g., forensic examination of different IoT devices) are also ... Meer lezen

95,39 €

In this book, the editors explain how students enrolled in two digital forensic courses at their institution are exposed to experiential learning opportunities, where the students acquire the knowledge and skills of the subject-matter while also learning how to adapt to the ever-changing digital forensic landscape. Their findings (e.g., forensic examination of different IoT devices) are also
... Meer lezen
Hands-On Machine Learning on Google Cloud Platform

Implementing smart and efficient analytics using Cloud ML Engine

door Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli ...

Unleash Google\\'s Cloud Platform to build, train and optimize machine learning modelsKey FeaturesGet well versed in GCP pre-existing services to build your own smart modelsA comprehensive guide covering aspects from data processing, analyzing to building and training ML modelsA practical approach to produce your trained ML models and port them to your mobile for easy accessBook DescriptionGoogle ... Meer lezen

32,85 € of Gratis met Kobo Plus

Unleash Google\\'s Cloud Platform to build, train and optimize machine learning modelsKey FeaturesGet well versed in GCP pre-existing services to build your own smart modelsA comprehensive guide covering aspects from data processing, analyzing to building and training ML modelsA practical approach to produce your trained ML models and port them to your mobile for easy accessBook DescriptionGoogle
... Meer lezen
Artificial Intelligence for Big Data

Complete guide to automating Big Data solutions using Artificial Intelligence techniques

door Anand Deshpande, Manish Kumar, Albenzo Coletta, Giancarlo Zaccone ...

Build next-generation Artificial Intelligence systems with JavaKey FeaturesImplement AI techniques to build smart applications using Deeplearning4jPerform big data analytics to derive quality insights using Spark MLlibCreate self-learning systems using neural networks, NLP, and reinforcement learningBook DescriptionIn this age of big data, companies have larger amount of consumer data than ever ... Meer lezen

32,85 € of Gratis met Kobo Plus

Build next-generation Artificial Intelligence systems with JavaKey FeaturesImplement AI techniques to build smart applications using Deeplearning4jPerform big data analytics to derive quality insights using Spark MLlibCreate self-learning systems using neural networks, NLP, and reinforcement learningBook DescriptionIn this age of big data, companies have larger amount of consumer data than ever
... Meer lezen
Artificial Intelligence and Green Computing

Proceedings of the International Conference on Artificial Intelligence and Green Computing

Bewerkt door Najlae Idrissi, Abdellatif Hair, Mohamed Lazaar, Youssef Saadi, Mohammed Erritali, Said El Kafhali ...

Serie series Springer Nature Proceedings excluding Computer Science
The main objective of this book is to explore the synergy between cutting-edge AI technologies and environmentally conscious practices through collecting best selected research papers presented at the International Conference on Artificial Intelligence and Green Computing (ICAIGC 2023), which took place from March 15 to 17, 2023, in Beni Mellal, Morocco.Within the pages of this book, readers find ... Meer lezen

169,59 €

The main objective of this book is to explore the synergy between cutting-edge AI technologies and environmentally conscious practices through collecting best selected research papers presented at the International Conference on Artificial Intelligence and Green Computing (ICAIGC 2023), which took place from March 15 to 17, 2023, in Beni Mellal, Morocco.Within the pages of this book, readers find
... Meer lezen
Graph-Powered Analytics and Machine Learning with TigerGraph

Driving Business Outcomes with Connected Data

door Victor Lee Ph.D, Phuc Kien Nguyen, Alexander Thomas ...

With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available.You'll explore a three-stage approach ... Meer lezen

29,03 €

With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available.You'll explore a three-stage approach
... Meer lezen
Operator Training Simulator Handbook

Best practices for developing and investing in OTS

door Joseph Philip ...

Make the most of OTS systems in operator training and engineeringKey FeaturesLearn OTS project delivery best practices from the author's 30 years of experienceExplore use cases to understand how your OTS systems can maximize ROI for usersDiscover how to best develop OTS training models for developers and usersBook DescriptionOperator training simulators in the process industry have been around ... Meer lezen

41,33 € of Gratis met Kobo Plus

Make the most of OTS systems in operator training and engineeringKey FeaturesLearn OTS project delivery best practices from the author's 30 years of experienceExplore use cases to understand how your OTS systems can maximize ROI for usersDiscover how to best develop OTS training models for developers and usersBook DescriptionOperator training simulators in the process industry have been around
... Meer lezen
Methodology of Complex Activity

Foundations of Understanding and Modelling

door Mikhail V. Belov, Dmitry A. Novikov ...

Serie series Engineering (R0)
This book develops and describes a general methodology that can be applied to any complex human activity (activity with a non-trivial, multi-level internal structure).The structural components of complex activities are considered, and their logical, cause-and-effect, and process structures are functionally described. Considerable attention is paid to organization and management, uncertainties, and ... Meer lezen

95,39 €

This book develops and describes a general methodology that can be applied to any complex human activity (activity with a non-trivial, multi-level internal structure).The structural components of complex activities are considered, and their logical, cause-and-effect, and process structures are functionally described. Considerable attention is paid to organization and management, uncertainties, and
... Meer lezen
Data Science Essentials: Machine Learning and Natural Language Processing

door Angel Gabaldon ...

Are you ready to dive into the exciting world of Data Science? In today's data-driven society, understanding and harnessing the power of information has become essential for success in any field.This comprehensive guide takes you on a journey through the core principles, methodologies, and applications of Data Science.Topics:Data VisualizationMachine LearningData MiningNatural Language ... Meer lezen

9,49 € of Gratis met Kobo Plus

Are you ready to dive into the exciting world of Data Science? In today's data-driven society, understanding and harnessing the power of information has become essential for success in any field.This comprehensive guide takes you on a journey through the core principles, methodologies, and applications of Data Science.Topics:Data VisualizationMachine LearningData MiningNatural Language
... Meer lezen

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eBooks in de categorie Gegevensverwerking

Introduction to Machine Learning Algorithms

Practical Probabilistic Programming

Pandas in Action

Build AI Drug Discovery Pipelines

Innovations in Sustainable Agricultural Systems, Volume 1

Geschichte(n) fiktional und faktual

Getting Started with Flurry Analytics

Impact of Artificial Intelligence, and the Fourth Industrial Revolution on Business Success

Splunk: Enterprise Operational Intelligence Delivered

How to Lead in Data Science

App Inventor 2 con database MySQL

Building Data Science Teams

Python: Real World Machine Learning

Practical Time Series Analysis

Machine Learning with R Quick Start Guide

Time Series Forecasting Using Foundation Models

Digital Forensic Education

Hands-On Machine Learning on Google Cloud Platform

Artificial Intelligence for Big Data

Artificial Intelligence and Green Computing

Graph-Powered Analytics and Machine Learning with TigerGraph

Operator Training Simulator Handbook

Methodology of Complex Activity

Data Science Essentials: Machine Learning and Natural Language Processing