Tabla de Contenidos: “…Retrofit forensics: excavating the mythic origins of forensic science -- The forensic women's gothic: the postfeminism and expertise -- Forensic archaeologies on crime television: science and gender as seen on TV -- The CSI effect -- Forensic science at the museum -- Forensic science and lifestyle -- Conclusion: the evidence lies…”
Enlace del recurso

Conectar con la versión electrónica

Materias: “…Political science Congresses…”

Materias: “…Political science Periodicals…”

Materias: “…Political science Periodicals…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Data Science Using Java -- Data science -- Machine learning -- Supervised learning -- Unsupervised learning -- Clustering -- Dimensionality reduction -- Natural Language Processing -- Data science process models -- CRISP-DM -- A running example -- Data science in Java -- Data science libraries -- Data processing libraries -- Math and stats libraries -- Machine learning and data mining libraries -- Text processing -- Summary -- Chapter 2: Data Processing Toolbox -- Standard Java library -- Collections -- Input/Output -- Reading input data -- Writing ouput data -- Streaming API -- Extensions to the standard library -- Apache Commons -- Commons Lang -- Commons IO -- Commons Collections -- Other commons modules -- Google Guava -- AOL Cyclops React -- Accessing data -- Text data and CSV -- Web and HTML -- JSON -- Databases -- DataFrames -- Search engine - preparing data -- Summary -- Chapter 3: Exploratory Data Analysis -- Exploratory data analysis in Java -- Search engine datasets -- Apache Commons Math -- Joinery -- Interactive Exploratory Data Analysis in Java -- JVM languages -- Interactive Java -- Joinery shell -- Summary -- Chapter 4: Supervised Learning - Classification and Regression -- Classification -- Binary classification models -- Smile -- JSAT -- LIBSVM and LIBLINEAR -- Encog -- Evaluation -- Accuracy -- Precision, recall, and F1 -- ROC and AU ROC (AUC) -- Result validation -- K-fold cross-validation -- Training, validation, and testing -- Case study - page prediction -- Regression -- Machine learning libraries for regression -- Smile -- JSAT -- Other libraries -- Evaluation -- MSE -- MAE -- Case study - hardware performance -- Summary…”

Materias:

Materias: “…Science Study and teaching Periodicals…”

“…Liste thématique des descripteurs. Science politique…”