Hands-on Machine Learning for Data Mining [Video]
File List
- 4.Combining Models/20.Boosting and Bagging.mp4 217.4 MB
- 4.Combining Models/19.Error Modeling.mp4 192.5 MB
- 4.Combining Models/18.Meta-Level Modeling.mp4 101.7 MB
- 3.Improving Individual Models/15.Balancing Data (Over_Under Sampling).mp4 61.8 MB
- 1.Getting Started with Machine Learning/04.Working with Neural Networks - Demonstration.mp4 53.5 MB
- 4.Combining Models/21.Continuous Outcomes.mp4 36.1 MB
- 4.Combining Models/16.Combine Models.mp4 33.4 MB
- 1.Getting Started with Machine Learning/06.Working with Support Vector Machines - Demonstration.mp4 23.3 MB
- 2.Understanding Models/08.Using Graphs to Interpret Machine Learning Models.mp4 22.8 MB
- 2.Understanding Models/09.Using Statistics to Interpret Machine Learning Models.mp4 16.4 MB
- 1.Getting Started with Machine Learning/03.Working with Neural Networks - Theory.mp4 15.3 MB
- 3.Improving Individual Models/14.Doing Additional Data Preparation.mp4 14.3 MB
- 4.Combining Models/17.Propensity Scores.mp4 14.1 MB
- 2.Understanding Models/10.Using Decision Trees to Interpret Machine Learning Models.mp4 13.6 MB
- 3.Improving Individual Models/13.Removing Noise.mp4 12.6 MB
- 3.Improving Individual Models/11.Modifying Model Options.mp4 11.9 MB
- 2.Understanding Models/07.General Model Interpretation.mp4 10.2 MB
- 3.Improving Individual Models/12.Using Different Models.mp4 8.7 MB
- 1.Getting Started with Machine Learning/05.Working with Support Vector Machines - Theory.mp4 7.2 MB
- 1.Getting Started with Machine Learning/01.The Course Overview.mp4 4.9 MB
- 1.Getting Started with Machine Learning/02.Characteristics and Examples of Machine Learning Models.mp4 3.7 MB
- Exercise Files/code_34073.zip 199.4 KB
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