Pluralsight Data Mining Algorithms in SSAS Excel and | E28BFF341D4BA02136F411163F093A39DAA71C68

Pluralsight Data Mining Algorithms in SSAS Excel and

Name	Pluralsight - Data Mining Algorithms in SSAS, Excel, and R	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	667.7 MB
Total Files	84
Hash	E28BFF341D4BA02136F411163F093A39DAA71C68

/01 Introduction to Data Mining/
01 01 Introduction and Modules.mp4	7.0 MB
01 02 Assumptions and Overview.mp4	2.9 MB
01 03 What Is Data Mining.mp4	5.8 MB
01 04 Data Mining Types and Tasks.mp4	8.3 MB
01 05 Demo - SQL Server Queries.mp4	6.9 MB
01 06 Demo - SSRS Report.mp4	8.0 MB
01 07 Virtuous Cycle and CRISP Model.mp4	6.9 MB
01 08 Data Flow.mp4	5.7 MB
01 09 Types of Analyses and SQL Server Tools.mp4	8.0 MB
01 10 Demo - SSAS Cube.mp4	23.5 MB
01 11 Demo - Data Mining Model.mp4	17.1 MB
01 12 Excel Tools and R.mp4	8.2 MB
01 13 Summary.mp4	3.1 MB
/02 Naive Bayes and Decision Trees/
02 01 Introduction.mp4	1.3 MB
02 02 Naive Bayes Prior.mp4	9.8 MB
02 03 Naive Bayes Posterior.mp4	8.7 MB
02 04 Example and Usage.mp4	5.5 MB
02 05 Demo - Naive Bayes in SSAS.mp4	16.7 MB
02 06 Demo - Naive Bayes in Excel.mp4	12.8 MB
02 07 Demo - Naive Bayes in R.mp4	20.4 MB
02 08 Decision Trees.mp4	7.3 MB
02 09 Decision Trees Example.mp4	6.3 MB
02 10 Decision Trees Example and Usage.mp4	9.6 MB
02 11 Demo - Decision Trees in SSAS.mp4	10.4 MB
02 12 Demo - Decision Trees in Excel.mp4	7.0 MB
02 13 Demo - Decision Trees in R.mp4	6.0 MB
02 14 Summary.mp4	1.9 MB
/03 Linear Regression, Regression Trees, and Support Vector Machines/
03 01 Introduction.mp4	1.6 MB
03 02 Linear Regression.mp4	9.2 MB
03 03 Regression Trees.mp4	4.6 MB
03 04 Usage for Estimation.mp4	4.5 MB
03 05 Demo - Estimation in SSAS.mp4	17.6 MB
03 06 Demo - Estimation in Excel.mp4	7.4 MB
03 07 Demo - Estimation in R.mp4	7.9 MB
03 08 Support Vector Machines.mp4	5.5 MB
03 09 Support Vector Machines Usage.mp4	4.9 MB
03 10 Demo - Support Vector Machines in R.mp4	9.2 MB
03 11 Summary.mp4	1.7 MB
/04 Linear Regression, Neural Network, and Models Evaluation/
04 01 Introduction.mp4	1.7 MB
04 02 Neural Network.mp4	6.0 MB
04 03 Backpropagation and Logistic Regression.mp4	8.4 MB
04 04 Usage.mp4	3.7 MB
04 05 Demo - Neural Network and Logistic Regression in SSAS.mp4	10.1 MB
04 06 Demo - Logistic Regression in Excel.mp4	8.8 MB
04 07 Demo - Neural Network and Logistic Regression in R.mp4	14.5 MB
04 08 Training and Test Sets.mp4	5.0 MB
04 09 Lift and Profit Chart.mp4	5.8 MB
04 10 Classification Matrix and Cross Validation.mp4	11.4 MB
04 11 Demo - Evaluating Predictive Models.mp4	18.2 MB
04 12 Summary.mp4	2.3 MB
/05 Time Series/
05 01 Introduction.mp4	1.2 MB
05 02 Time Series Data Preparation.mp4	11.2 MB
05 03 Time Points Standardization.mp4	11.6 MB
05 04 ART and ARTXP.mp4	3.8 MB
05 05 Moving Averages, Lag, and Difference.mp4	8.0 MB
05 06 ARIMA.mp4	6.3 MB
05 07 Demo - Time Series in Excel.mp4	4.4 MB
05 08 ARIMA in R.mp4	10.2 MB
05 09 Which Algorithm Is Better.mp4	9.7 MB
05 10 Evaluation and Usage.mp4	4.8 MB
05 11 Demo - Time Series in SSAS.mp4	15.7 MB
05 12 Summary.mp4	2.5 MB
/06 Clustering/
06 01 Introduction.mp4	1.3 MB
06 02 Clustering and Hierarchical Methods.mp4	6.2 MB
06 03 Hierarchical Methods and Dendrogram.mp4	3.8 MB
06 04 Demo - Hierarchical Clustering in R.mp4	7.2 MB
06 05 K-Means Clustering.mp4	9.3 MB
06 06 Expectation-Maximization Clustering.mp4	7.1 MB
06 07 Clustering Usage.mp4	5.0 MB
06 08 Demo - Expectation-Maximization Clustering in SSAS.mp4	12.0 MB
06 09 Demo - Finding Outliers in Excel.mp4	7.1 MB
06 10 Summary.mp4	3.0 MB
/07 Association Rules and Sequence Clustering/
07 01 Introduction.mp4	1.5 MB
07 02 Association Rules and Support.mp4	4.1 MB
07 03 Confidence and Importance.mp4	10.7 MB
07 04 Demo - Association Rules in SSAS.mp4	15.0 MB
07 05 Demo - Association Rules in Excel.mp4	6.2 MB
07 06 Demo - Association Rules in R.mp4	12.5 MB
07 07 Sequence Clustering.mp4	4.4 MB
07 08 Markov Chains.mp4	3.9 MB
07 09 MS Algorithm and Usage.mp4	5.5 MB
07 10 Demo - Sequence Clustering in SSAS.mp4	21.1 MB
07 11 Summary.mp4	2.4 MB
/Exercise Files/
Exercise Files.zip	23.6 MB
Total files 84