#### Section 1 : Introduction

 Lecture 1 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM Pdf Lecture 2 What you should know

#### Section 2 : Foundational Concepts of Data Analysis

 Lecture 3 Calculate mean and median values 6:26 Lecture 4 Measure maximums, minimums, and other data characteristics Lecture 5 Analyze data using variance and standard deviation 6:34 Lecture 6 Introducing the central limit theorem 3:32 Lecture 7 Analyze a population using data samples Lecture 8 Identify and minimize sources of error 2:5

#### Section 3 : Visualize Data

 Lecture 9 Group data using histograms 3:35 Lecture 10 Identify relationships using XY scatter charts 2:20 Lecture 11 Visualize data using logarithmic scales 3:16 Lecture 12 Add trendlines to charts 3:18 Lecture 13 Forecast future results 5:15 Lecture 14 Calculate running averages 4:37

#### Section 4 : Test a Hypothesis

 Lecture 15 Formulate a hypothesis Lecture 16 Interpret the results of your analysis 1:53 Lecture 17 Consider the limits of hypothesis testing 1:18

#### Section 5 : Utilize Data Distributions

 Lecture 18 Use the normal distribution 6:1 Lecture 19 Use the exponential distribution 5:24 Lecture 20 Use a uniform distribution 0:0 Lecture 21 Use the binomial distribution 4:50 Lecture 22 Use the Poisson distribution 4:22

#### Section 6 : Measure Covariance and Correlation

 Lecture 23 Visualize what covariance means 2:38 Lecture 24 Calculate covariance between two columns of data 4:21 Lecture 25 Calculate covariance among multiple pairs of columns 5:16 Lecture 26 Visualize what correlation means 4:42 Lecture 27 Calculate correlation between two columns of data 2:33 Lecture 28 Calculate correlation among multiple pairs of columns 4:32

#### Section 7 : Perform Bayesian Analysis

 Lecture 29 Introduce Bayesian analysis Lecture 30 Analyze a sample problem Kahneman’s Cabs 4:14 Lecture 31 Create a classification matrix 3:27 Lecture 32 Calculate Bayesian probabilities in Excel 5:58 Lecture 33 Update your Bayesian analysis 2:49

#### Section 8 : Conclusion

 Lecture 34 Further resources 1:40