Download Data Mining Algorithms in SSAS, Excel, and R [2015, ENG] Torrent

Data Mining Algorithms in SSAS, Excel, and R [2015, ENG]

01 Introduction to Data Mining

01 01 Introduction and Modules.mp4	MP4	6.7 MB
01 02 Assumptions and Overview.mp4	MP4	2.77 MB
01 03 What Is Data Mining.mp4	MP4	5.51 MB
01 04 Data Mining Types and Tasks.mp4	MP4	7.87 MB
01 05 Demo - SQL Server Queries.mp4	MP4	6.58 MB
01 06 Demo - SSRS Report.mp4	MP4	7.63 MB
01 07 Virtuous Cycle and CRISP Model.mp4	MP4	6.54 MB
01 08 Data Flow.mp4	MP4	5.47 MB
01 09 Types of Analyses and SQL Server Tools.mp4	MP4	7.64 MB
01 10 Demo - SSAS Cube.mp4	MP4	22.41 MB
01 11 Demo - Data Mining Model.mp4	MP4	16.31 MB
01 12 Excel Tools and R.mp4	MP4	7.85 MB
01 13 Summary.mp4	MP4	2.92 MB

02 Naive Bayes and Decision Trees

02 01 Introduction.mp4	MP4	1.22 MB
02 02 Naive Bayes Prior.mp4	MP4	9.36 MB
02 03 Naive Bayes Posterior.mp4	MP4	8.32 MB
02 04 Example and Usage.mp4	MP4	5.25 MB
02 05 Demo - Naive Bayes in SSAS.mp4	MP4	15.97 MB
02 06 Demo - Naive Bayes in Excel.mp4	MP4	12.25 MB
02 07 Demo - Naive Bayes in R.mp4	MP4	19.41 MB
02 08 Decision Trees.mp4	MP4	7 MB
02 09 Decision Trees Example.mp4	MP4	5.99 MB
02 10 Decision Trees Example and Usage.mp4	MP4	9.14 MB
02 11 Demo - Decision Trees in SSAS.mp4	MP4	9.93 MB
02 12 Demo - Decision Trees in Excel.mp4	MP4	6.71 MB
02 13 Demo - Decision Trees in R.mp4	MP4	5.69 MB
02 14 Summary.mp4	MP4	1.84 MB

03 Linear Regression, Regression Trees, and Support Vector Machines

03 01 Introduction.mp4	MP4	1.54 MB
03 02 Linear Regression.mp4	MP4	8.74 MB
03 03 Regression Trees.mp4	MP4	4.35 MB
03 04 Usage for Estimation.mp4	MP4	4.28 MB
03 05 Demo - Estimation in SSAS.mp4	MP4	16.75 MB
03 06 Demo - Estimation in Excel.mp4	MP4	7.05 MB
03 07 Demo - Estimation in R.mp4	MP4	7.56 MB
03 08 Support Vector Machines.mp4	MP4	5.28 MB
03 09 Support Vector Machines Usage.mp4	MP4	4.64 MB
03 10 Demo - Support Vector Machines in R.mp4	MP4	8.81 MB
03 11 Summary.mp4	MP4	1.58 MB

04 Linear Regression, Neural Network, and Models Evaluation

04 01 Introduction.mp4	MP4	1.62 MB
04 02 Neural Network.mp4	MP4	5.73 MB
04 03 Backpropagation and Logistic Regression.mp4	MP4	8.04 MB
04 04 Usage.mp4	MP4	3.48 MB
04 05 Demo - Neural Network and Logistic Regression in SSAS.mp4	MP4	9.68 MB
04 06 Demo - Logistic Regression in Excel.mp4	MP4	8.35 MB
04 07 Demo - Neural Network and Logistic Regression in R.mp4	MP4	13.87 MB
04 08 Training and Test Sets.mp4	MP4	4.77 MB
04 09 Lift and Profit Chart.mp4	MP4	5.54 MB
04 10 Classification Matrix and Cross Validation.mp4	MP4	10.83 MB
04 11 Demo - Evaluating Predictive Models.mp4	MP4	17.34 MB
04 12 Summary.mp4	MP4	2.22 MB

05 Time Series

05 01 Introduction.mp4	MP4	1.16 MB
05 02 Time Series Data Preparation.mp4	MP4	10.64 MB
05 03 Time Points Standardization.mp4	MP4	11.04 MB
05 04 ART and ARTXP.mp4	MP4	3.64 MB
05 05 Moving Averages, Lag, and Difference.mp4	MP4	7.66 MB
05 06 ARIMA.mp4	MP4	6.04 MB
05 07 Demo - Time Series in Excel.mp4	MP4	4.2 MB
05 08 ARIMA in R.mp4	MP4	9.76 MB
05 09 Which Algorithm Is Better.mp4	MP4	9.27 MB
05 10 Evaluation and Usage.mp4	MP4	4.55 MB
05 11 Demo - Time Series in SSAS.mp4	MP4	14.93 MB
05 12 Summary.mp4	MP4	2.42 MB

06 Clustering

06 01 Introduction.mp4	MP4	1.25 MB
06 02 Clustering and Hierarchical Methods.mp4	MP4	5.93 MB
06 03 Hierarchical Methods and Dendrogram.mp4	MP4	3.66 MB
06 04 Demo - Hierarchical Clustering in R.mp4	MP4	6.89 MB
06 05 K-Means Clustering.mp4	MP4	8.85 MB
06 06 Expectation-Maximization Clustering.mp4	MP4	6.8 MB
06 07 Clustering Usage.mp4	MP4	4.76 MB
06 08 Demo - Expectation-Maximization Clustering in SSAS.mp4	MP4	11.45 MB
06 09 Demo - Finding Outliers in Excel.mp4	MP4	6.79 MB
06 10 Summary.mp4	MP4	2.87 MB

07 Association Rules and Sequence Clustering

07 01 Introduction.mp4	MP4	1.47 MB
07 02 Association Rules and Support.mp4	MP4	3.86 MB
07 03 Confidence and Importance.mp4	MP4	10.18 MB
07 04 Demo - Association Rules in SSAS.mp4	MP4	14.29 MB
07 05 Demo - Association Rules in Excel.mp4	MP4	5.9 MB
07 06 Demo - Association Rules in R.mp4	MP4	11.93 MB
07 07 Sequence Clustering.mp4	MP4	4.23 MB
07 08 Markov Chains.mp4	MP4	3.71 MB
07 09 MS Algorithm and Usage.mp4	MP4	5.21 MB
07 10 Demo - Sequence Clustering in SSAS.mp4	MP4	20.14 MB
07 11 Summary.mp4	MP4	2.34 MB

Exercise Files

Exercise Files.zip

ZIP

22.54 MB

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Data Mining Algorithms in SSAS, Excel, and R [2015, ENG]

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