VBoekbestellingen gratis thuis bezorgd vanaf 15,- 

VGratis afhalen in de boekhandel

 VBinnen 14 dagen gratis retour bij ruim 100 boekhandels

Mastering Predictive Analytics with R - Second Edition
ISBN
9781787124356
Uitgever
Packt Publishing
Verschenen
18-08-2017
Taal
Engels
Bladzijden
448 pp.
Bindwijze
ebook EPUB
  • Share
  • Share
  • Share
  • Share

Mastering Predictive Analytics with R - Second Edition ebook: EPUB met Adobe-DRM

Master the craft of predictive modeling in R by developing strategy, intuition, and a solid foundation in essential conceptsAbout This BookGrasping the major methods of predictive modeling and moving beyond black box thinking to a deeper level of understandingLeveraging the flexibility and modularity of R to experiment with a range of different techniques and data typesPacked with practical advice and tips explaining important concepts and best practices to help you understand quickly and easilyWho This Book Is ForAlthough budding data scientists, predictive modelers, or quantitative analysts with only basic exposure to R and statistics will find this book to be useful, the experienced data scientist professional wishing to attain master level status , will also find this book extremely valuable.. This book assumes familiarity with the fundamentals of R, such as the main data types, simple functions, and how to move data around. Although no prior experience with machine learning or predictive modeling is required, there are some advanced topics provided that will require more than novice exposure.What You Will LearnMaster the steps involved in the predictive modeling processGrow your expertise in using R and its diverse range of packagesLearn how to classify predictive models and distinguish which models are suitable for a particular problemUnderstand steps for tidying data and improving the performing metricsRecognize the assumptions, strengths, and weaknesses of a predictive modelUnderstand how and why each predictive model works in RSelect appropriate metrics to assess the performance of different types of predictive modelExplore word embedding and recurrent neural networks in RTrain models in R that can work on very large datasetsIn DetailR offers a free and open source environment that is perfect for both learning and deploying predictive modeling solutions. With its constantly growing community and plethora of packages, R offers the functionality to deal with a truly vast array of problems.The book begins with a dedicated chapter on the language of models and the predictive modeling process. You will understand the learning curve and the process of tidying data. Each subsequent chapter tackles a particular type of model, such as neural networks, and focuses on the three important questions of how the model works, how to use R to train it, and how to measure and assess its performance using real-world datasets. How do you train models that can handle really large datasets? This book will also show you just that. Finally, you will tackle the really important topic of deep learning by implementing applications on word embedding and recurrent neural networks.By the end of this book, you will have explored and tested the most popular modeling techniques in use on real- world datasets and mastered a diverse range of techniques in predictive analytics using R.Style and approachThis book takes a step-by-step approach in explaining the intermediate to advanced concepts in predictive analytics. Every concept is explained in depth, supplemented with practical examples applicable in a real-world setting.
€44,16
Exemplaren:
Ebook

Prijs:
€ 44,16
Verkrijgbaar in
Online
Voorraad:
Levertijd:
Direct te downloaden
Dit is een digitaal leesproduct. Na betaling van de bestelling, kunt u een digitaal boek meteen op een computer of daarvoor geschikte ereader lezen. Door op "Afrekenen" te klikken ziet u af van uw herroepingsrecht en stemt u in met directe levering. U kunt een digitaal boek dus niet ruilen of annuleren.

Loading...

.
Waarom Libris
Boekbestellingen vanaf € 15,- GRATIS thuisbezorgd.
Kies uit meer dan een miljoen artikelen, waaronder ruim 25.000 Nederlandse ebooks.
Thuis bestellen en bezorgen of afhalen en betalen in de boekhandel.
Ruim 85.000 boeken op werkdagen voor 23.00 besteld, de volgende dag bezorgd
Volg uw bestelling via Track & Trace van PostNL
Bijna 100 aangesloten kwaliteitsboekhandels.
pro-mbookslibr1 : libris