Tabla de Contenidos: “…-- Bibliography -- References -- R package references -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…. -- Files with headers -- Excluding columns from data -- Reading data from R files and R libraries -- Getting ready -- How to do it... -- How it works... -- There's more... -- Saving all objects in a session -- Saving objects selectively in a session -- Attaching/detaching R data files to an environment -- Listing all datasets in loaded packages -- Removing cases with missing values -- Getting ready -- How to do it... -- How it works... -- There's more... -- Eliminating cases with NA for selected variables -- Finding cases that have no missing values -- Converting specific values to NA -- Excluding NA values from computations -- Replacing missing values with the mean -- Getting ready -- How to do it... -- How it works... -- There's more... -- Imputing random values sampled from non-missing values -- Removing duplicate cases -- Getting ready -- How to do it... -- How it works... -- There's more…”

Tabla de Contenidos: “…-- A conceptual overview of neural networks -- Neural networks as an extension of linear regression -- Neural networks as a network of memory cells -- Deep neural networks -- Some common myths about deep learning -- Setting up your R environment -- Deep learning frameworks for R -- MXNet -- Keras -- Do I need a GPU (and what is it, anyway)? …”

Materias:

Tabla de Contenidos: “…Practical Machine Learning with R: Define, build, and evaluate machine learning models for real-world applications…”

Tabla de Contenidos: “…Applied Supervised Learning with R: Use machine learning libraries of R to build models that solve business problems and predict future trends…”

Materias: “…R (Computer program language)…”

Tabla de Contenidos: “…Intro -- Vorwort -- Inhaltsverzeichnis -- Einführung -- 1.1 Ein Blick auf die Hardware -- 1.2 Ein Blick auf die Details -- Autofokus -- 2.1 Funktionsweise und Technik -- 2.2 Autofokus-Funktionen im Detail -- Den Autofokusder EOS R6 praxisgerecht einsetzen -- 3.1 Der Autofokus der EOS R6 im Vergleich -- 3.2 Der Fall für die Fälle - der »Case« -- Den Autofokus perfekt konfigurieren -- 4.1 Autofokus-Methoden im Detail erklärt -- 4.2 Die richtige Autofokus-Methode wählen -- 4.3 Der Turbo für den Autofokus: Tastenbelegung -- 4.4 Manuelles Fokussieren -- Belichtung -- 5.1 Die Verdopplung des Lichts -- 5.2 Histogramm im Detail -- 5.3 Belichtungsmessung mit der EOS R6 -- Programme -- 6.1 Automatische Motiverkennung -- 6.2 Kreativprogramme -- 6.3 Die individuellen Programm-Sets C1, C2 und C3 -- Besondere Aufnahmetechniken -- 7.1 Mehrfachbelichtung -- 7.2 High Dynamic Range (HDR) -- 7.3 Fokus-Bracketing -- Video mit der EOS R6 -- 8.1 Einige wichtige Grundlagen -- 8.2 Ausgesuchte Videofunktionen -- Index…”

“…En utilisant le langage de programmation R, vous commencerez par apprendre à modéliser avec la régression, puis vous passerez à des sujets plus avancés tels que les réseaux de neurones et les méthodes arborescentes. …”

“…Praktyczny przewodnik po lepszym programowaniu Istnieje wiele znakomitych materiałów dotyczących wizualizacji, analizy danych i tworzenia pakietów w języku R. Setki rozproszonych winiet, stron internetowych i forów wyjaśnia, jak należy korzystać z R w określonych domenach. …”

“…In R for Microsoft ® Excel Users , Conrad Carlberg shows exactly how to get the most from both programs. …”

Tabla de Contenidos: “…-- Supervised and unsupervised machine learning -- Sampling statistics and model training in R -- Regression in a nutshell -- Neural networks in a nutshell -- Tree-based methods -- Other advanced methods -- Machine learning with the caret package -- Encyclopedia of machine learning models in caret…”

Tabla de Contenidos: “…Determining lower bounds on model performance -- Summary -- Chapter 2. Starting with R and data -- 2.1. Starting with R -- 2.1.1. Installing R, tools, and examples -- 2.1.2. …”

Materias:

Materias:

Tabla de Contenidos: “…Intro -- Impressum -- Nachschlagehilfe -- Einleitung -- E.1 R lernen in 14 Tagen -- E.2 Der Aufbau des Buches -- E.3 Downloads zum Buch -- E.4 Fragen und Feedback -- Teil I: Einführung in die Arbeit mit R und RStudio -- 1 Warum gerade R für statistische Analysen? …”

“…Designed for photographers who haven't memorized every button, dial, setting, and feature on their Canon EOS R10, Rocky Nook's handy and ultra-portable quick reference Pocket Guide helps you get the shot when you're out and about. • Confirm that your camera is set up properly with the pre-shoot checklist • Identify every button and dial on your camera • Learn the essential modes and settings you need to know • Dive deeper with additional features of your camera • Execute step-by-step instructions for shooting in-camera multiple exposures, HDR images, and time-lapse movies • Follow tips and techniques for getting great shots in typical scenarios (portrait, landscape, freezing action, low light, etc.)…”

“…Designed for photographers who haven't memorized every button, dial, setting, and feature on their Canon EOS R5, Rocky Nook's handy and ultra-portable quick reference Pocket Guide helps you get the shot when you're out and about. • Confirm that your camera is set up properly with the pre-shoot checklist • Identify every button and dial on your camera • Learn the essential modes and settings you need to know • Dive deeper with additional features of your camera • Execute step-by-step instructions for shooting in-camera multiple exposures, HDR images, and time-lapse movies • Follow tips and techniques for getting great shots in typical scenarios (portrait, landscape, freezing action, low light, etc.)…”

“…Designed for photographers who haven't memorized every button, dial, setting, and feature on their Canon EOS R6, Rocky Nook's handy and ultra-portable quick reference Pocket Guide helps you get the shot when you're out and about. • Confirm that your camera is set up properly with the pre-shoot checklist • Identify every button and dial on your camera • Learn the essential modes and settings you need to know • Dive deeper with additional features of your camera • Execute step-by-step instructions for shooting in-camera multiple exposures, HDR images, and time-lapse movies • Follow tips and techniques for getting great shots in typical scenarios (portrait, landscape, freezing action, low light, etc.)…”

“…Designed for photographers who haven't memorized every button, dial, setting, and feature on their Canon EOS R7, Rocky Nook's handy and ultra-portable quick reference Pocket Guide helps you get the shot when you're out and about. • Confirm that your camera is set up properly with the pre-shoot checklist • Identify every button and dial on your camera • Learn the essential modes and settings you need to know • Dive deeper with additional features of your camera • Execute step-by-step instructions for shooting multiple exposures, in-camera HDR, time-lapse movies, and more • Follow tips and techniques for getting great shots in typical scenarios (portrait, landscape, freezing action, low light, etc.)…”