Udemy - LEARNING PATH Statistics and Data Mining for Data Science

Files Included :

1 - The Course Overview.mp4 (4.8 MB)
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10 - Chisquare Test Theory and Assumptions.mp4 (23.54 MB)
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11 - Chisquare Test of Independence Example.mp4 (10.48 MB)
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12 - Posthoc Test Example.mp4 (7.96 MB)
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13 - Clustered Bar Charts.mp4 (5.87 MB)
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14 - Independent Samples TTest Theory and Assumptions.mp4 (12.3 MB)
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15 - Independent Samples TTest Example.mp4 (9.05 MB)
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16 - Paired Samples TTest Theory and Assumptions.mp4 (7.26 MB)
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17 - Paired Samples TTest Example.mp4 (4.6 MB)
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18 - TTest Error Bar Charts.mp4 (5.63 MB)
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19 - Oneway ANOVA Theory and Assumptions.mp4 (14.45 MB)
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2 - Basic Steps of Data Analysis.mp4 (16.42 MB)
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20 - Oneway ANOVA Example.mp4 (10.79 MB)
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21 - Posthoc Test Example.mp4 (13.97 MB)
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22 - ANOVA Error Bar Charts.mp4 (4.45 MB)
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23 - Pearson Correlation Coefficient Theory and Assumptions.mp4 (16.6 MB)
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24 - Pearson Correlation Coefficient Example.mp4 (6 MB)
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25 - Scatterplots.mp4 (9.16 MB)
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3 - Measurement Level and Descriptive Statistics.mp4 (19.11 MB)
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4 - Reasons for Summarizing Individual Variables.mp4 (6.38 MB)
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5 - Obtaining Frequencies and Summary Statistics.mp4 (19.57 MB)
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6 - Data Distributions.mp4 (15.23 MB)
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7 - Visualizing Data.mp4 (22.12 MB)
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8 - Hypothesis Testing and Probability.mp4 (9.11 MB)
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9 - Statistical Outcomes.mp4 (4.26 MB)
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26 - The Course Overview.mp4 (4.09 MB)
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27 - Comparing and Contrasting Statistics and Data Mining.mp4 (46.63 MB)
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28 - Comparing and Contrasting IBM SPSS Statistics and IBM SPSS Modeler.mp4 (19.32 MB)
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29 - Types of Projects.mp4 (5.08 MB)
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30 - Predictive Modeling Purpose Examples and Types.mp4 (7.54 MB)
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31 - Characteristics and Examples of Statistical Predictive Models.mp4 (2.86 MB)
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32 - Linear Regression Purpose Formulas and Demonstration.mp4 (16.11 MB)
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33 - Linear Regression Assumptions.mp4 (9.78 MB)
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34 - Characteristics and Examples of Decision Trees Models.mp4 (3.17 MB)
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35 - CHAID Purpose and Theory.mp4 (3.89 MB)
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36 - CHAID Demonstration.mp4 (9.89 MB)
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37 - CHAID Interpretation.mp4 (15.48 MB)
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38 - Characteristics and Examples of Machine Learning Models.mp4 (2.95 MB)
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39 - Neural Network Purpose and Theory.mp4 (7.62 MB)
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40 - Neural Network Demonstration.mp4 (11.48 MB)
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41 - Comparing Models.mp4 (9.49 MB)
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42 - Cluster Analysis Purpose Goals and Applications.mp4 (10.59 MB)
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43 - Cluster Analysis Basics.mp4 (15.04 MB)
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44 - Cluster Analysis Models.mp4 (5.77 MB)
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45 - KMeans Demonstration.mp4 (12.78 MB)
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46 - KMeans Interpretation.mp4 (11.77 MB)
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47 - Using Additional Fields to Create a Cluster Profile.mp4 (9.52 MB)
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48 - Association Modeling Theory Examples and Objectives.mp4 (11.8 MB)
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49 - Association Modeling Theory Basics and Applications.mp4 (9.63 MB)
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50 - Demonstration Apriori Setup and Options.mp4 (12.95 MB)
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51 - Demonstration Apriori Rule Interpretation.mp4 (9.11 MB)
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52 - Demonstration Apriori with Tabular Data.mp4 (10.71 MB)
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