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Course Curriculum

Module: 01
Advanced Data Mining with Weka: trailer 00:04:00
Advanced Data Mining with Weka (1.1: Introduction) 00:10:00
Advanced Data Mining with Weka (1.2: Linear regression with lags) 00:02:00
Advanced Data Mining with Weka (1.3: timeseriesForecasting package) 00:11:00
Advanced Data Mining with Weka (1.4: Looking at forecasts) 00:10:00
Module: 02
Advanced Data Mining with Weka (1.5: Lag creation, and overlay data) 00:10:00
Advanced Data Mining with Weka (1.6: Application: Infrared data from soil samples) 00:13:00
Advanced Data Mining with Weka (2.1: Incremental classifiers in Weka) 00:06:00
Advanced Data Mining with Weka (2.2: Weka’s MOA package) 00:04:00
Advanced Data Mining with Weka (2.3: The MOA interface) 00:06:00
Module: 03
Advanced Data Mining with Weka (2.4: MOA classifiers and streams) 00:09:00
Advanced Data Mining with Weka (2.5: Classifying tweets) 00:07:00
Advanced Data Mining with Weka (2.6: Application to Bioinformatics – Signal peptide prediction) 00:17:00
Advanced Data Mining with Weka (3.1: LibSVM and LibLINEAR) 00:10:00
Advanced Data Mining with Weka (3.2: Setting up R with Weka) 00:09:00
Module: 04
Advanced Data Mining with Weka (3.3: Using R to plot data) 00:14:00
Advanced Data Mining with Weka (3.4: Using R to run a classifier) 00:15:00
Advanced Data Mining with Weka (3.5: Using R to preprocess data) 00:11:00
Advanced Data Mining with Weka (3.6: Application: Functional MRI Neuroimaging data) 00:11:00
Advanced Data Mining with Weka (4.1: What is distributed Weka?) 00:07:00
Module: 05
Advanced Data Mining with Weka (4.2: Installing with Apache Spark) 00:13:00
Advanced Data Mining with Weka (4.3: Using Naive Bayes and JRip) 00:13:00
Advanced Data Mining with Weka (4.4: Map tasks and Reduce tasks) 00:12:00
Advanced Data Mining with Weka (4.5: Miscellaneous capabilities) 00:09:00
Advanced Data Mining with Weka (4.6: Application: Image classification) 00:08:00
Module: 06
Advanced Data Mining with Weka (5.1: Invoking Python from Weka) 00:11:00
Advanced Data Mining with Weka (5.2: Building models) 00:10:00
Advanced Data Mining with Weka (5.3: Visualization) 00:13:00
Advanced Data Mining with Weka (5.4: Invoking Weka from Python) 00:10:00
Advanced Data Mining with Weka (5.5: A challenge, and some Groovy) 00:13:00
Assessment
Submit Your Assignment 00:00:00
Certification 00:00:00

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