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Advanced Data Mining with Weka (1.1: Introduction)
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Advanced Data Mining with Weka
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- 1 Advanced Data Mining with Weka: trailer
- 2 Advanced Data Mining with Weka (1.1: Introduction)
- 3 Advanced Data Mining with Weka (1.2: Linear regression with lags)
- 4 Advanced Data Mining with Weka (1.3: timeseriesForecasting package)
- 5 Advanced Data Mining with Weka (1.4: Looking at forecasts)
- 6 Advanced Data Mining with Weka (1.5: Lag creation, and overlay data)
- 7 Advanced Data Mining with Weka (1.6: Application: Infrared data from soil samples)
- 8 Advanced Data Mining with Weka (2.1: Incremental classifiers in Weka)
- 9 Advanced Data Mining with Weka (2.2: Weka’s MOA package)
- 10 Advanced Data Mining with Weka (2.3: The MOA interface)
- 11 Advanced Data Mining with Weka (2.4: MOA classifiers and streams)
- 12 Advanced Data Mining with Weka (2.5: Classifying tweets)
- 13 Advanced Data Mining with Weka (2.6: Application to Bioinformatics – Signal peptide prediction)
- 14 Advanced Data Mining with Weka (3.1: LibSVM and LibLINEAR)
- 15 Advanced Data Mining with Weka (3.2: Setting up R with Weka)
- 16 Advanced Data Mining with Weka (3.3: Using R to plot data)
- 17 Advanced Data Mining with Weka (3.4: Using R to run a classifier)
- 18 Advanced Data Mining with Weka (3.5: Using R to preprocess data)
- 19 Advanced Data Mining with Weka (3.6: Application: Functional MRI Neuroimaging data)
- 20 Advanced Data Mining with Weka (4.1: What is distributed Weka?)
- 21 Advanced Data Mining with Weka (4.2: Installing with Apache Spark)
- 22 Advanced Data Mining with Weka (4.3: Using Naive Bayes and JRip)
- 23 Advanced Data Mining with Weka (4.4: Map tasks and Reduce tasks)
- 24 Advanced Data Mining with Weka (4.5: Miscellaneous capabilities)
- 25 Advanced Data Mining with Weka (4.6: Application: Image classification)
- 26 Advanced Data Mining with Weka (5.1: Invoking Python from Weka)
- 27 Advanced Data Mining with Weka (5.2: Building models)
- 28 Advanced Data Mining with Weka (5.3: Visualization)
- 29 Advanced Data Mining with Weka (5.4: Invoking Weka from Python)
- 30 Advanced Data Mining with Weka (5.5: A challenge, and some Groovy)
- 31 Advanced Data Mining with Weka (5.6: Course summary)
