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Advanced Data Mining with Weka

University of Waikato via YouTube

Syllabus

Advanced Data Mining with Weka: trailer.
Advanced Data Mining with Weka (1.1: Introduction).
Advanced Data Mining with Weka (1.2: Linear regression with lags).
Advanced Data Mining with Weka (1.3: timeseriesForecasting package).
Advanced Data Mining with Weka (1.4: Looking at forecasts).
Advanced Data Mining with Weka (1.5: Lag creation, and overlay data).
Advanced Data Mining with Weka (1.6: Application: Infrared data from soil samples).
Advanced Data Mining with Weka (2.1: Incremental classifiers in Weka).
Advanced Data Mining with Weka (2.2: Weka’s MOA package).
Advanced Data Mining with Weka (2.3: The MOA interface).
Advanced Data Mining with Weka (2.4: MOA classifiers and streams).
Advanced Data Mining with Weka (2.5: Classifying tweets).
Advanced Data Mining with Weka (2.6: Application to Bioinformatics – Signal peptide prediction).
Advanced Data Mining with Weka (3.1: LibSVM and LibLINEAR).
Advanced Data Mining with Weka (3.2: Setting up R with Weka).
Advanced Data Mining with Weka (3.3: Using R to plot data).
Advanced Data Mining with Weka (3.4: Using R to run a classifier).
Advanced Data Mining with Weka (3.5: Using R to preprocess data).
Advanced Data Mining with Weka (3.6: Application: Functional MRI Neuroimaging data).
Advanced Data Mining with Weka (4.1: What is distributed Weka?).
Advanced Data Mining with Weka (4.2: Installing with Apache Spark).
Advanced Data Mining with Weka (4.3: Using Naive Bayes and JRip).
Advanced Data Mining with Weka (4.4: Map tasks and Reduce tasks).
Advanced Data Mining with Weka (4.5: Miscellaneous capabilities).
Advanced Data Mining with Weka (4.6: Application: Image classification).
Advanced Data Mining with Weka (5.1: Invoking Python from Weka).
Advanced Data Mining with Weka (5.2: Building models).
Advanced Data Mining with Weka (5.3: Visualization).
Advanced Data Mining with Weka (5.4: Invoking Weka from Python).
Advanced Data Mining with Weka (5.5: A challenge, and some Groovy).
Advanced Data Mining with Weka (5.6: Course summary).

Taught by

WEKA MOOC

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