Create Tool:Tixati v2.12
Create Time:2015-07-30 07:44:21
File Size:636.73 MB
File Count:84
File Hash:e28bff341d4ba02136f411163f093a39daa71c68
| 01 Introduction to Data Mining/01 01 Introduction and Modules.mp4 | 6.70 MB |
| 01 Introduction to Data Mining/01 02 Assumptions and Overview.mp4 | 2.77 MB |
| 01 Introduction to Data Mining/01 03 What Is Data Mining.mp4 | 5.51 MB |
| 01 Introduction to Data Mining/01 04 Data Mining Types and Tasks.mp4 | 7.87 MB |
| 01 Introduction to Data Mining/01 05 Demo - SQL Server Queries.mp4 | 6.58 MB |
| 01 Introduction to Data Mining/01 06 Demo - SSRS Report.mp4 | 7.63 MB |
| 01 Introduction to Data Mining/01 07 Virtuous Cycle and CRISP Model.mp4 | 6.54 MB |
| 01 Introduction to Data Mining/01 08 Data Flow.mp4 | 5.47 MB |
| 01 Introduction to Data Mining/01 09 Types of Analyses and SQL Server Tools.mp4 | 7.64 MB |
| 01 Introduction to Data Mining/01 10 Demo - SSAS Cube.mp4 | 22.41 MB |
| 01 Introduction to Data Mining/01 11 Demo - Data Mining Model.mp4 | 16.31 MB |
| 01 Introduction to Data Mining/01 12 Excel Tools and R.mp4 | 7.85 MB |
| 01 Introduction to Data Mining/01 13 Summary.mp4 | 2.92 MB |
| 02 Naive Bayes and Decision Trees/02 01 Introduction.mp4 | 1.22 MB |
| 02 Naive Bayes and Decision Trees/02 02 Naive Bayes Prior.mp4 | 9.36 MB |
| 02 Naive Bayes and Decision Trees/02 03 Naive Bayes Posterior.mp4 | 8.32 MB |
| 02 Naive Bayes and Decision Trees/02 04 Example and Usage.mp4 | 5.25 MB |
| 02 Naive Bayes and Decision Trees/02 05 Demo - Naive Bayes in SSAS.mp4 | 15.97 MB |
| 02 Naive Bayes and Decision Trees/02 06 Demo - Naive Bayes in Excel.mp4 | 12.25 MB |
| 02 Naive Bayes and Decision Trees/02 07 Demo - Naive Bayes in R.mp4 | 19.41 MB |
| 02 Naive Bayes and Decision Trees/02 08 Decision Trees.mp4 | 7.00 MB |
| 02 Naive Bayes and Decision Trees/02 09 Decision Trees Example.mp4 | 5.99 MB |
| 02 Naive Bayes and Decision Trees/02 10 Decision Trees Example and Usage.mp4 | 9.14 MB |
| 02 Naive Bayes and Decision Trees/02 11 Demo - Decision Trees in SSAS.mp4 | 9.93 MB |
| 02 Naive Bayes and Decision Trees/02 12 Demo - Decision Trees in Excel.mp4 | 6.71 MB |
| 02 Naive Bayes and Decision Trees/02 13 Demo - Decision Trees in R.mp4 | 5.69 MB |
| 02 Naive Bayes and Decision Trees/02 14 Summary.mp4 | 1.84 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 01 Introduction.mp4 | 1.54 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 02 Linear Regression.mp4 | 8.74 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 03 Regression Trees.mp4 | 4.35 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 04 Usage for Estimation.mp4 | 4.28 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 05 Demo - Estimation in SSAS.mp4 | 16.75 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 06 Demo - Estimation in Excel.mp4 | 7.05 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 07 Demo - Estimation in R.mp4 | 7.56 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 08 Support Vector Machines.mp4 | 5.28 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 09 Support Vector Machines Usage.mp4 | 4.64 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 10 Demo - Support Vector Machines in R.mp4 | 8.81 MB |
| 03 Linear Regression, Regression Trees, and Support Vector Machines/03 11 Summary.mp4 | 1.58 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 01 Introduction.mp4 | 1.62 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 02 Neural Network.mp4 | 5.73 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 03 Backpropagation and Logistic Regression.mp4 | 8.04 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 04 Usage.mp4 | 3.48 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 05 Demo - Neural Network and Logistic Regression in SSAS.mp4 | 9.68 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 06 Demo - Logistic Regression in Excel.mp4 | 8.35 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 07 Demo - Neural Network and Logistic Regression in R.mp4 | 13.87 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 08 Training and Test Sets.mp4 | 4.77 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 09 Lift and Profit Chart.mp4 | 5.54 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 10 Classification Matrix and Cross Validation.mp4 | 10.83 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 11 Demo - Evaluating Predictive Models.mp4 | 17.34 MB |
| 04 Linear Regression, Neural Network, and Models Evaluation/04 12 Summary.mp4 | 2.22 MB |
| 05 Time Series/05 01 Introduction.mp4 | 1.16 MB |
| 05 Time Series/05 02 Time Series Data Preparation.mp4 | 10.64 MB |
| 05 Time Series/05 03 Time Points Standardization.mp4 | 11.04 MB |
| 05 Time Series/05 04 ART and ARTXP.mp4 | 3.64 MB |
| 05 Time Series/05 05 Moving Averages, Lag, and Difference.mp4 | 7.66 MB |
| 05 Time Series/05 06 ARIMA.mp4 | 6.04 MB |
| 05 Time Series/05 07 Demo - Time Series in Excel.mp4 | 4.20 MB |
| 05 Time Series/05 08 ARIMA in R.mp4 | 9.76 MB |
| 05 Time Series/05 09 Which Algorithm Is Better.mp4 | 9.27 MB |
| 05 Time Series/05 10 Evaluation and Usage.mp4 | 4.55 MB |
| 05 Time Series/05 11 Demo - Time Series in SSAS.mp4 | 14.93 MB |
| 05 Time Series/05 12 Summary.mp4 | 2.42 MB |
| 06 Clustering/06 01 Introduction.mp4 | 1.25 MB |
| 06 Clustering/06 02 Clustering and Hierarchical Methods.mp4 | 5.93 MB |
| 06 Clustering/06 03 Hierarchical Methods and Dendrogram.mp4 | 3.66 MB |
| 06 Clustering/06 04 Demo - Hierarchical Clustering in R.mp4 | 6.89 MB |
| 06 Clustering/06 05 K-Means Clustering.mp4 | 8.85 MB |
| 06 Clustering/06 06 Expectation-Maximization Clustering.mp4 | 6.80 MB |
| 06 Clustering/06 07 Clustering Usage.mp4 | 4.76 MB |
| 06 Clustering/06 08 Demo - Expectation-Maximization Clustering in SSAS.mp4 | 11.45 MB |
| 06 Clustering/06 09 Demo - Finding Outliers in Excel.mp4 | 6.79 MB |
| 06 Clustering/06 10 Summary.mp4 | 2.87 MB |
| 07 Association Rules and Sequence Clustering/07 01 Introduction.mp4 | 1.47 MB |
| 07 Association Rules and Sequence Clustering/07 02 Association Rules and Support.mp4 | 3.86 MB |
| 07 Association Rules and Sequence Clustering/07 03 Confidence and Importance.mp4 | 10.18 MB |
| 07 Association Rules and Sequence Clustering/07 04 Demo - Association Rules in SSAS.mp4 | 14.29 MB |
| 07 Association Rules and Sequence Clustering/07 05 Demo - Association Rules in Excel.mp4 | 5.90 MB |
| 07 Association Rules and Sequence Clustering/07 06 Demo - Association Rules in R.mp4 | 11.93 MB |
| 07 Association Rules and Sequence Clustering/07 07 Sequence Clustering.mp4 | 4.23 MB |
| 07 Association Rules and Sequence Clustering/07 08 Markov Chains.mp4 | 3.71 MB |
| 07 Association Rules and Sequence Clustering/07 09 MS Algorithm and Usage.mp4 | 5.21 MB |
| 07 Association Rules and Sequence Clustering/07 10 Demo - Sequence Clustering in SSAS.mp4 | 20.14 MB |
| 07 Association Rules and Sequence Clustering/07 11 Summary.mp4 | 2.34 MB |
| Exercise Files/Exercise Files.zip | 22.54 MB |
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