Lynda - Excel Data-Mining Fundamentals with Ron Davis


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Lynda - Excel Data-Mining Fundamentals with Ron Davis
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Torrent File Content (47 files)


Lynda - Excel Data-Mining Fundamentals
     04_02-The_User_Interface_Model_Usage_Group.mp4 -
37.53 MB

     04_01-The_User_Interface_Data_Preperation_Tab.mp4 -
34.3 MB

     00_04-Building_an_environment.mp4 -
30.1 MB

     04_04-The_User_Interface_Data_Modeling_Group.mp4 -
22.1 MB

     04_03-The_User_Interface_Accuracy_and_Validation_Group.mp4 -
21.49 MB

     04_11-Excel_Data_Mining_Demonstration_of_prediction_with_a_model.mp4 -
17.89 MB

     03_01-Mining_structures.mp4 -
15.33 MB

     01_05-Key_concepts.mp4 -
11.67 MB

     05_01-Next_steps.mp4 -
11.6 MB

     04_10-Excel_Data_Mining_Prediction_Calculator.mp4 -
11.56 MB

     03_02-Mining_models.mp4 -
11.49 MB

     02_02-The_Microsoft_algorithims.mp4 -
9.86 MB

     00_03-Demonstration_of_the_Excel_Data_Mining_Tools_we_will_be_building.mp4 -
8.39 MB

     01_03-Business_Problems_for_Data_Mining.mp4 -
8.21 MB

     00_01-Welcome.mp4 -
7.65 MB

     04_05-Excel_Data_Mining_Analyize_Key_Influencers.mp4 -
7.26 MB

     01_01-Concepts_and_results.mp4 -
7.04 MB

     04_08-Excel_Data_Mining_Scenario_Analysis.mp4 -
6.89 MB

     04_09-Excel_Data_Mining_Shopping_Basket_Analysis.mp4 -
6.49 MB

     04_06-Excel_Data_Mining_Detect_Categories.mp4 -
6.28 MB

     00_02-What_you_should_know_before_watching_this_course.mp4 -
6.14 MB

    Exercise Files
          04_01/04_01_The_User_Interface_Data_Preperation_Tab_Complete.xlsx -
5.98 MB

     04_07-Excel_Data_Mining_Highlight_Exceptions.mp4 -
5.48 MB

     01_04-Models_induction_and_predictions.mp4 -
5.04 MB

     01_02-CRISP_DM.mp4 -
4.93 MB

     02_01-Types_of_data_mining_algorithims.mp4 -
3.64 MB

          04_03/04_03_The_accuracy_and__validation_group_start.xlsx -
3.33 MB

          04_02/04_02_The_Model_usage_group_complete.xlsx -
3.33 MB

          04_03/04_03_The_accuracy_and__validation_group_complete.xlsx -
3.05 MB

          04_04/04_04_ Data Modeling Group_start.xlsx -
3.02 MB

          04_02/04_02_The_Model_usage_group_Start.xlsx -
3.02 MB

          04_07/04_07__Highlight_Exceptions_Complete.xlsx -
2.03 MB

          04_06/04_06_Detect_Categories_Complete.xlsx -
2 MB

          04_10/04_10_Prediction_Calculator_Complete.xlsx -
1.99 MB

          04_09/04_09_Shopping_Basket_Analysis_Complete.xlsx -
1.97 MB

          04_08/04_08_Scenario__Analysis_Complete.xlsx -
1.97 MB

          04_05/04_05_Analyze Key Influencers_Complete.xlsx -
1.96 MB

          04_11/04_11_Prediction_with_new_data_Complete.xlsx -
1.96 MB

          04_11/04_11_Prediction_with_new_data_Start.xlsx -
1.96 MB

          04_08/04_08_Scenario__Analysis_Start.xlsx -
1.96 MB

          04_09/04_09_Shopping_Basket_Analysis_Start.xlsx -
1.96 MB

          04_10/04_10_Prediction_Calculator_Start.xlsx -
1.96 MB

          04_07/04_07__Highlight_Exceptions_Start.xlsx -
1.96 MB

          04_06/04_06_Detect_Categories_Start.xlsx -
1.96 MB

          04_05/04_05_Analyze Key Influencers_Start.xlsx -
1.96 MB

          DMAddins_SampleData.xlsx -
1.96 MB

          04_01/04_01_The_User_Interface_Data_Preperation_Tab_Start.xlsx -
7.47 KB



Description



Miscellaneous
Lynda - Excel Data-Mining Fundamentals with Ron Davis

Subjects: IT, Business Intelligence,
Software: Excel SQL Server

1h 28m Intermediate Nov 14, 2014 | Uploaded in Jan 8, 2015 via Webcentara


You don't need to be a statistician to explore your own data. Learn how to use the software you already have, Excel, to perform basic data mining and analysis. Ron introduces core data-mining concepts like CRISP-DM (Cross Industry Standard Process for Data Mining), and then dives into the algorithms Microsoft offers for data mining right out of the box. Then learn about the data-mining structures and models in Excel SQL Server Analysis Services, and the new add-ins that make data mining in Excel both exceedingly powerful and incredibly easy.
Topics include:
? Solving business problems with data mining
? Exploring Excel's data-mining algorithms
? Data mining with Excel SQL Server Analysis Services
? Using the Data Preparation tab
? Detecting categories
? Using the Prediction Calculator

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