WekaMOOC

Data Mining with Weka (1.1: Introduction)

Intro

A 9-minute video from WekaMOOC: “Data Mining with Weka (1.1: Introduction)”.

Data Mining with Weka (1.2: Exploring the Explorer)

Intro

A 11-minute video from WekaMOOC: “Data Mining with Weka (1.2: Exploring the Explorer)”.

Data Mining with Weka (1.3: Exploring datasets)

A 11-minute video from WekaMOOC: “Data Mining with Weka (1.3: Exploring datasets)”.

Data Mining with Weka (1.4: Building a classifier)

Intro

A 9-minute video from WekaMOOC: “Data Mining with Weka (1.4: Building a classifier)”.

Data Mining with Weka (1.5: Using a filter )

A 8-minute video from WekaMOOC: “Data Mining with Weka (1.5: Using a filter )”.

Data Mining with Weka (1.6: Visualizing your data)

A 9-minute video from WekaMOOC: “Data Mining with Weka (1.6: Visualizing your data)”.

Data Mining with Weka (2.1: Be a classifier!)

A 11-minute video from WekaMOOC: “Data Mining with Weka (2.1: Be a classifier!)”.

Data Mining with Weka (2.2: Training and testing)

A 6-minute video from WekaMOOC: “Data Mining with Weka (2.2: Training and testing)”.

Data Mining with Weka (2.3: Repeated training and testing)

A 7-minute video from WekaMOOC: “Data Mining with Weka (2.3: Repeated training and testing)”.

Data Mining with Weka (2.4: Baseline accuracy)

A 8-minute video from WekaMOOC: “Data Mining with Weka (2.4: Baseline accuracy)”.

Data Mining with Weka (2.5: Cross-validation)

A 7-minute video from WekaMOOC: “Data Mining with Weka (2.5: Cross-validation)”.

Data Mining with Weka (2.6: Cross-validation results)

A 7-minute video from WekaMOOC: “Data Mining with Weka (2.6: Cross-validation results)”.

Data Mining with Weka (3.1: Simplicity first!)

A 8-minute video from WekaMOOC: “Data Mining with Weka (3.1: Simplicity first!)”.

Data Mining with Weka (3.2: Overfitting)

A 9-minute video from WekaMOOC: “Data Mining with Weka (3.2: Overfitting)”.

Data Mining with Weka (3.3: Using probabilities)

A 13-minute video from WekaMOOC: “Data Mining with Weka (3.3: Using probabilities)”.

Data Mining with Weka (3.4: Decision trees)

A 10-minute video from WekaMOOC: “Data Mining with Weka (3.4: Decision trees)”.

Data Mining with Weka (3.5: Pruning decision trees)

A 11-minute video from WekaMOOC: “Data Mining with Weka (3.5: Pruning decision trees)”.

Data Mining with Weka (3.6: Nearest neighbor)

A 9-minute video from WekaMOOC: “Data Mining with Weka (3.6: Nearest neighbor)”.

Data Mining with Weka (4.1: Classification boundaries)

A 12-minute video from WekaMOOC: “Data Mining with Weka (4.1: Classification boundaries)”.

Data Mining with Weka (4.2: Linear regression)

A 9-minute video from WekaMOOC: “Data Mining with Weka (4.2: Linear regression)”.

Data Mining with Weka (4.3: Classification by regression)

A 11-minute video from WekaMOOC: “Data Mining with Weka (4.3: Classification by regression)”.

Data Mining with Weka (4.4: Logistic regression)

A 10-minute video from WekaMOOC: “Data Mining with Weka (4.4: Logistic regression)”.

Data Mining with Weka (4.5: Support vector machines)

A 9-minute video from WekaMOOC: “Data Mining with Weka (4.5: Support vector machines)”.

Data Mining with Weka (4.6: Ensemble learning)

A 10-minute video from WekaMOOC: “Data Mining with Weka (4.6: Ensemble learning)”.

Data Mining with Weka (5.1: The data mining process)

A 8-minute video from WekaMOOC: “Data Mining with Weka (5.1: The data mining process)”.

Data Mining with Weka (5.2: Pitfalls and pratfalls)

A 10-minute video from WekaMOOC: “Data Mining with Weka (5.2: Pitfalls and pratfalls)”.

Data Mining with Weka (5.3: Data mining and ethics)

A 8-minute video from WekaMOOC: “Data Mining with Weka (5.3: Data mining and ethics)”.

Data Mining with Weka (5.4: Summary)

A 8-minute video from WekaMOOC: “Data Mining with Weka (5.4: Summary)”.