Lynda The Data Science of Experimental Design-APoLLo

  RELEASE  Lynda.The.Data.Science.of.Experimental.Design-APoLLo
      URL  https://www.lynda.com/course-tutorials/Data-Science-Experimental-Design/2817226-2.html
   SOURCE  Lynda
  UPDATED  
     DATE  5/4/2020 
 ex.FiLES  Yes
                GROUP  NOTES  
                                             xS2k19

25M	01 Introduction
22M	01 Introduction/001 Conducting an experiment online.mp4
2.7M	01 Introduction/002 What you should know.mp4
51M	02 Introduction to Experimental Testing
6.7M	02 Introduction to Experimental Testing/001 Experiment is a type of study.mp4
7.6M	02 Introduction to Experimental Testing/002 Features of an experiment.mp4
11M	02 Introduction to Experimental Testing/003 Circumstances for experimental testing.mp4
11M	02 Introduction to Experimental Testing/004 When not to do an experiment.mp4
8.6M	02 Introduction to Experimental Testing/005 Systems ready for experimental testing.mp4
6.7M	02 Introduction to Experimental Testing/006 Comparability of experimental conditions.mp4
63M	03 Defining Conversions
12M	03 Defining Conversions/001 Trying to increase conversions.mp4
11M	03 Defining Conversions/002 Different types of conversions.mp4
9.5M	03 Defining Conversions/003 Case definition of conversion.mp4
8.9M	03 Defining Conversions/004 Measuring a conversion.mp4
13M	03 Defining Conversions/005 Considering time period for conversions.mp4
9.4M	03 Defining Conversions/006 Rates versus frequencies of conversions.mp4
79M	04 Defining Conversion Rates
9.6M	04 Defining Conversion Rates/001 Identify and prioritize conversions.mp4
12M	04 Defining Conversion Rates/002 Operationalize counting conversions.mp4
9.7M	04 Defining Conversion Rates/003 Document conversion case definitions.mp4
13M	04 Defining Conversion Rates/004 Brainstorm denominators.mp4
13M	04 Defining Conversion Rates/005 False positives and negatives.mp4
13M	04 Defining Conversion Rates/006 Document denominators.mp4
11M	04 Defining Conversion Rates/007 Determine time frames.mp4
49M	05 Baseline Descriptive Analyses
13M	05 Baseline Descriptive Analyses/001 Baseline time-series analyses.mp4
14M	05 Baseline Descriptive Analyses/002 Data handling.mp4
6.2M	05 Baseline Descriptive Analyses/003 Baseline results as a guide.mp4
4.8M	05 Baseline Descriptive Analyses/004 Thinking about increasing conversions.mp4
6.4M	05 Baseline Descriptive Analyses/005 Strategies to increase conversions.mp4
5.1M	05 Baseline Descriptive Analyses/006 Planning a campaign.mp4
50M	06 Designing the Experiment
8.2M	06 Designing the Experiment/001 Designing the test.mp4
12M	06 Designing the Experiment/002 Testing the implementation.mp4
5.9M	06 Designing the Experiment/003 Choosing a test statistic.mp4
9.6M	06 Designing the Experiment/004 Choosing the chi-squared test.mp4
14M	06 Designing the Experiment/005 Chi-squared test in Excel.mp4
69M	07 Sample Size and Statistics
8.5M	07 Sample Size and Statistics/001 Installing G_Power.mp4
11M	07 Sample Size and Statistics/002 Using G_Power.mp4
12M	07 Sample Size and Statistics/003 Sample size simulation.mp4
13M	07 Sample Size and Statistics/004 Planning the timeline.mp4
16M	07 Sample Size and Statistics/005 Stratified analysis.mp4
11M	07 Sample Size and Statistics/006 Conditional tests.mp4
38M	08 Analyzing and Interpreting the Data
5.5M	08 Analyzing and Interpreting the Data/001 Overall analysis approach.mp4
9.5M	08 Analyzing and Interpreting the Data/002 Time-series analysis.mp4
14M	08 Analyzing and Interpreting the Data/003 Chi-squared analysis.mp4
9.1M	08 Analyzing and Interpreting the Data/004 Interpretation.mp4
14M	09 Conclusion and Next Steps
5.7M	09 Conclusion and Next Steps/001 What actions can we take_.mp4
7.6M	09 Conclusion and Next Steps/002 Report writing.mp4
692K	Ex_Files_Data_Science_Exp_Design.zip
433M	total