Intro to Statistics | C93FDCF908DA45E846894FABA825336C772D1EE8

Intro to Statistics

Name	Intro to Statistics	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.9 GB
Total Files	1148
Hash	C93FDCF908DA45E846894FABA825336C772D1EE8

/Problem Sets/Final_Exam/Final_Exam/
01-Question_1.flv	398.5 KB
02-Question_2.flv	473.1 KB
03-Question_3.flv	447.5 KB
04-Question_4.flv	276.1 KB
05-Question_5.flv	924.8 KB
06-Question_6.flv	1.3 MB
07-Question_7.flv	319.5 KB
08-Question_8.flv	530.6 KB
09-Question_9.flv	394.1 KB
10-Question_10.flv	511.4 KB
11-Question_11.flv	1.5 MB
12-Question_12.flv	1.0 MB
13-Question_13.flv	869.1 KB
14-Question_14.flv	555.0 KB
15-Question_15.flv	1.1 MB
16-Question_16.flv	903.2 KB
/Problem Sets/Final_Exam/
Final_Exam.m3u	0.0 KB
/Problem Sets/Final_Exam (2)/
01-Question_1.en.srt	0.2 KB
02-Question_2.en.srt	0.2 KB
03-Question_3.en.srt	0.2 KB
04-Question_4.en.srt	0.2 KB
05-Question_5.en.srt	0.4 KB
06-Question_6.en.srt	0.6 KB
07-Question_7.en.srt	0.1 KB
08-Question_8.en.srt	0.2 KB
09-Question_9.en.srt	0.2 KB
10-Question_10.en.srt	0.3 KB
11-Question_11.en.srt	0.6 KB
12-Question_12.en.srt	0.3 KB
13-Question_13.en.srt	0.3 KB
14-Question_14.en.srt	0.2 KB
15-Question_15.en.srt	0.3 KB
16-Question_16.en.srt	0.4 KB
/.../Problem_Set_1_Visualization/
01-GPA_Scatter_Plot.flv	3.1 MB
02-GPA_Scatter_Plot.flv	1.2 MB
03-Scatter_Plot_Regions.flv	2.8 MB
04-Scatter_Plot_Regions.flv	1.1 MB
05-Scatter_Plot_Regions_2.flv	1.3 MB
06-Scatter_Plot_Regions_2.flv	2.1 MB
07-Page_Load_Scatter_Plot.flv	5.6 MB
08-Page_Load_Scatter_Plot.flv	5.4 MB
09-Bar_Chart_To_Scatter_Plot.flv	2.7 MB
10-Bar_Chart_To_Scatter_Plot.flv	2.7 MB
11-Pie_Chart_To_Histogram.flv	2.0 MB
12-Pie_Chart_To_Histogram_Solution.flv	1.2 MB
13-Histogram_To_Pie_Chart.flv	1.2 MB
14-Histogram_To_Pie_Chart_Solution.flv	1.3 MB
/.../Problem_Set_1_Visualization/
Problem_Set_1_Visualization.m3u	0.0 KB
/.../Problem_Set_1_Visualization (2)/
01-GPA_Scatter_Plot.en.srt	1.6 KB
02-GPA_Scatter_Plot.en.srt	0.6 KB
03-Scatter_Plot_Regions.en.srt	1.3 KB
04-Scatter_Plot_Regions.en.srt	0.3 KB
05-Scatter_Plot_Regions_2.en.srt	0.5 KB
06-Scatter_Plot_Regions_2.en.srt	0.8 KB
07-Page_Load_Scatter_Plot.en.srt	2.2 KB
08-Page_Load_Scatter_Plot.en.srt	1.4 KB
09-Bar_Chart_To_Scatter_Plot.en.srt	0.7 KB
10-Bar_Chart_To_Scatter_Plot.en.srt	0.7 KB
11-Pie_Chart_To_Histogram.en.srt	0.5 KB
12-Pie_Chart_To_Histogram_Solution.en.srt	0.4 KB
13-Histogram_To_Pie_Chart.en.srt	0.3 KB
14-Histogram_To_Pie_Chart_Solution.en.srt	0.4 KB
/.../Problem_Set_2_Probability/
01-Relative_Probabilities_1.flv	1.2 MB
02-Relative_Probabilities_1_Solution.flv	1.1 MB
03-Relative_Probabilities_2.flv	591.7 KB
04-Relative_Probabilities_2.flv	2.1 MB
05-Same_Coin.flv	2.2 MB
06-Same_Coin_Solution.flv	6.3 MB
07-Many_Flips.flv	4.0 MB
08-Many_Flips_Solution.flv	7.7 MB
09-Is_It_Fair_1.flv	1.7 MB
10-Is_It_Fair_1_Solution.flv	2.7 MB
11-Is_It_Fair_2.flv	1.2 MB
12-Is_It_Fair_2_Solution.flv	6.2 MB
13-Programming_Challenge.flv	15.9 MB
14-Programming_Challenge_Solution.flv	9.0 MB
/.../Problem_Set_2_Probability/
Problem_Set_2_Probability.m3u	0.0 KB
/.../Problem_Set_2_Probability (2)/
01-Relative_Probabilities_1.en.srt	0.4 KB
02-Relative_Probabilities_1_Solution.en.srt	0.3 KB
03-Relative_Probabilities_2.en.srt	0.2 KB
04-Relative_Probabilities_2.en.srt	0.4 KB
05-Same_Coin.en.srt	0.6 KB
06-Same_Coin_Solution.en.srt	1.5 KB
07-Many_Flips.en.srt	1.3 KB
08-Many_Flips_Solution.en.srt	2.7 KB
09-Is_It_Fair_1.en.srt	0.5 KB
10-Is_It_Fair_1_Solution.en.srt	0.9 KB
11-Is_It_Fair_2.en.srt	0.3 KB
12-Is_It_Fair_2_Solution.en.srt	1.9 KB
13-Programming_Challenge.en.srt	5.1 KB
14-Programming_Challenge_Solution.en.srt	2.9 KB
/.../Problem_Set_3_Estimators/
01-MLE_Proof_Challenge_(Optional).flv	7.4 MB
02-MLE_Proof_Challenge_(Optional).flv	7.1 MB
03-Standardize_Data.flv	843.6 KB
04-Standardize_Data_Solution.flv	647.8 KB
05-Scale_Data.flv	1.8 MB
06-Scale_Data_Solution.flv	5.3 MB
07-Scatter_Plot_Spread.flv	1.6 MB
08-Scatter_Plot_Spread_Solution.flv	2.6 MB
09-Histogram_Averages.flv	2.3 MB
10-Histogram_Averages_Solution.flv	4.2 MB
11-Variance.flv	905.5 KB
12-Variance_Solution.flv	1.6 MB
13-Expected_Variance.flv	1.3 MB
14-Expected_Variance_Solution.flv	1.2 MB
15-Correction_Factor.flv	737.2 KB
16-Correction_Factor_Solution.flv	652.5 KB
17-Variance_Correction.flv	2.7 MB
18-Variance_Correction_Solution.flv	2.5 MB
19-Medians.flv	2.5 MB
20-Medians_Solution.flv	1.1 MB
21-Incremental_Mean_(Optional).flv	2.0 MB
22-Incremental_Mean_(Optional).flv	1.0 MB
23-Likelihood_Challenge_(Optional).flv	4.2 MB
24-Likelihood_Challenge_(Optional).flv	2.0 MB
/.../Problem_Set_3_Estimators/
Problem_Set_3_Estimators.m3u	0.0 KB
/.../Problem_Set_3_Estimators (2)/
01-MLE_Proof_Challenge_(Optional).en.srt	3.3 KB
02-MLE_Proof_Challenge_(Optional).en.srt	2.5 KB
03-Standardize_Data.en.srt	0.4 KB
04-Standardize_Data_Solution.en.srt	0.2 KB
05-Scale_Data.en.srt	0.6 KB
06-Scale_Data_Solution.en.srt	1.6 KB
07-Scatter_Plot_Spread.en.srt	0.4 KB
08-Scatter_Plot_Spread_Solution.en.srt	1.0 KB
09-Histogram_Averages.en.srt	0.8 KB
10-Histogram_Averages_Solution.en.srt	1.2 KB
11-Variance.en.srt	0.4 KB
12-Variance_Solution.en.srt	0.5 KB
13-Expected_Variance.en.srt	0.5 KB
14-Expected_Variance_Solution.en.srt	0.4 KB
15-Correction_Factor.en.srt	0.3 KB
16-Correction_Factor_Solution.en.srt	0.1 KB
17-Variance_Correction.en.srt	1.0 KB
18-Variance_Correction_Solution.en.srt	1.1 KB
19-Medians.en.srt	0.9 KB
20-Medians_Solution.en.srt	0.5 KB
21-Incremental_Mean_(Optional).en.srt	1.4 KB
22-Incremental_Mean_(Optional).en.srt	0.5 KB
23-Likelihood_Challenge_(Optional).en.srt	2.0 KB
24-Likelihood_Challenge_(Optional).en.srt	0.8 KB
/Problem Sets/Problem_Set_4/Problem_Set_4/
01-Quartiles.flv	1.6 MB
02-Quartiles_Solution.flv	1.2 MB
03-Survey.flv	3.1 MB
04-Survey_Solution.flv	7.0 MB
05-Random_Walk_1.flv	5.0 MB
06-Random_Walk_1_Solution.flv	906.6 KB
07-Random_Walk_2.flv	496.2 KB
08-Random_Walk_2_Solution.flv	1.1 MB
09-Random_Walk_3.flv	606.4 KB
10-Random_Walk_3_Solution.flv	1.3 MB
11-Random_Walk_4.flv	2.6 MB
12-Random_Walk_4_Solution.flv	2.1 MB
13-Random_Walk_5.flv	633.8 KB
14-Random_Walk_5_Solution.flv	1.9 MB
15-Random_Walk_6.flv	1.1 MB
16-Random_Walk_6_Solution.flv	1.8 MB
/Problem Sets/Problem_Set_4/
Problem_Set_4.m3u	0.0 KB
/Problem Sets/Problem_Set_4 (2)/
01-Quartiles.en.srt	0.6 KB
02-Quartiles_Solution.en.srt	0.3 KB
03-Survey.en.srt	1.1 KB
04-Survey_Solution.en.srt	1.3 KB
05-Random_Walk_1.en.srt	1.4 KB
06-Random_Walk_1_Solution.en.srt	0.3 KB
07-Random_Walk_2.en.srt	0.1 KB
08-Random_Walk_2_Solution.en.srt	0.3 KB
09-Random_Walk_3.en.srt	0.2 KB
10-Random_Walk_3_Solution.en.srt	0.4 KB
11-Random_Walk_4.en.srt	0.9 KB
12-Random_Walk_4_Solution.en.srt	0.6 KB
13-Random_Walk_5.en.srt	0.3 KB
14-Random_Walk_5_Solution.en.srt	0.6 KB
15-Random_Walk_6.en.srt	0.3 KB
16-Random_Walk_6_Solution.en.srt	0.6 KB
/.../Problem_Set_5_Inference/
01-Poll_Error.flv	2.1 MB
02-Poll_Error_Solution.flv	2.1 MB
03-Sample_Size.flv	374.4 KB
04-Sample_Size_Solution.flv	3.5 MB
05-Sensitivity.flv	1.6 MB
06-Sensitivity_Solution.flv	3.8 MB
07-More_Error.flv	2.7 MB
08-More_Error_Solution.flv	2.8 MB
09-Weight_Loss.flv	3.7 MB
10-Weight_Loss_Solution.flv	4.9 MB
11-Hypothesis_Tests.flv	2.0 MB
12-Hypothesis_Tests_Solution.flv	4.1 MB
13-Large_Sample_Limit.flv	950.3 KB
14-Large_Sample_Limit_Solution.flv	904.6 KB
15-Large_Sample_Test.flv	1.5 MB
16-Large_Sample_Test_Solution.flv	1.7 MB
/.../Problem_Set_5_Inference/
Problem_Set_5_Inference.m3u	0.0 KB
/.../Problem_Set_5_Inference (2)/
01-Poll_Error.en.srt	0.7 KB
02-Poll_Error_Solution.en.srt	0.5 KB
03-Sample_Size.en.srt	0.1 KB
04-Sample_Size_Solution.en.srt	1.0 KB
05-Sensitivity.en.srt	0.6 KB
06-Sensitivity_Solution.en.srt	0.9 KB
07-More_Error.en.srt	0.9 KB
08-More_Error_Solution.en.srt	1.2 KB
09-Weight_Loss.en.srt	1.2 KB
10-Weight_Loss_Solution.en.srt	1.3 KB
11-Hypothesis_Tests.en.srt	0.8 KB
12-Hypothesis_Tests_Solution.en.srt	1.8 KB
13-Large_Sample_Limit.en.srt	0.3 KB
14-Large_Sample_Limit_Solution.en.srt	0.3 KB
15-Large_Sample_Test.en.srt	0.4 KB
16-Large_Sample_Test_Solution.en.srt	0.4 KB
/.../Problem_Set_6_Regression_and_Correlation/
01-Regression.flv	1.0 MB
02-Regression_Solution.flv	354.8 KB
03-Influential_Observation.flv	911.1 KB
04-Influential_Observation_Solution.flv	4.2 MB
05-Correlation_And_Regression.flv	1.8 MB
06-Correlation_And_Regression_Solution.flv	3.6 MB
07-Double_Y.flv	553.2 KB
08-Double_Y_Solution.flv	3.6 MB
09-Double_Both.flv	443.1 KB
10-Double_Both_Solution.flv	1.8 MB
11-Slope_To_Correlation.flv	2.5 MB
12-Slope_To_Correlation_Solution.flv	3.1 MB
13-Standard_Score_Regression.flv	3.3 MB
14-Standard_Score_Regression_Solution.flv	3.4 MB
15-Why_Regression.flv	5.9 MB
16-Why_Regression_Solution.flv	4.0 MB
/.../Problem_Set_6_Regression_and_Correlation/
Problem_Set_6_Regression_and_Correlation.m3u	0.0 KB
/.../Problem_Set_6_Regression_and_Correlation (2)/
01-Regression.en.srt	0.3 KB
02-Regression_Solution.en.srt	0.1 KB
03-Influential_Observation.en.srt	0.3 KB
04-Influential_Observation_Solution.en.srt	1.3 KB
05-Correlation_And_Regression.en.srt	0.6 KB
06-Correlation_And_Regression_Solution.en.srt	0.8 KB
07-Double_Y.en.srt	0.2 KB
08-Double_Y_Solution.en.srt	0.8 KB
09-Double_Both.en.srt	0.2 KB
10-Double_Both_Solution.en.srt	0.6 KB
11-Slope_To_Correlation.en.srt	0.5 KB
12-Slope_To_Correlation_Solution.en.srt	1.2 KB
13-Standard_Score_Regression.en.srt	0.8 KB
14-Standard_Score_Regression_Solution.en.srt	0.9 KB
15-Why_Regression.en.srt	2.1 KB
16-Why_Regression_Solution.en.srt	1.3 KB
/Units/
1._Teaser-subtitles.en.zip	9.3 KB
10._Bayes_Rule-subtitles.en.zip	45.9 KB
11._Programming_Bayes_Rule_(Optional)-subtitles.en.zip	28.0 KB
11A._Probability_Distributions-subtitles.en.zip	24.5 KB
12._Correlation_vs._Causation-subtitles.en.zip	19.6 KB
13._Estimation-subtitles.en.zip	26.6 KB
14._Averages-subtitles.en.zip	16.1 KB
15._Variance-subtitles.en.zip	32.3 KB
16._Programming_Estimators_(Optional)-subtitles.en.zip	28.4 KB
17._Outliers-subtitles.en.zip	12.9 KB
18._Binomial_Distribution-subtitles.en.zip	24.1 KB
19._Central_Limit_Theorem_Programming_(Optional)-subtitles.en.zip	12.2 KB
19A._Central_Limit_Theorem-subtitles.en.zip	16.6 KB
2._Looking_at_Data-subtitles.en.zip	8.5 KB
20._The_Normal_Distribution-subtitles.en.zip	30.0 KB
21._Manipulating_Normals-subtitles.en.zip	20.4 KB
22._Most_Better_than_Average-subtitles.en.zip	6.7 KB
23._Sebastians_Weight_and_Proofs_(Optional)-subtitles.en.zip	17.8 KB
24._Confidence_Intervals-subtitles.en.zip	43.0 KB
25._Normal_Quantiles-subtitles.en.zip	12.5 KB
26._Hypothesis_Test-subtitles.en.zip	30.4 KB
27._Hypothesis_Test_2-subtitles.en.zip	9.9 KB
28._Programming_Tests_and_Intervals_(Optional)-subtitles.en.zip	5.2 KB
29._Regression-subtitles.en.zip	24.3 KB
3._Scatter_Plots-subtitles.en.zip	17.7 KB
30._Correlation-subtitles.en.zip	25.4 KB
31._Monty_Hall_Problem_(Optional)-subtitles.en.zip	21.0 KB
32._Weight_Case_Studies-subtitles.en.zip	23.1 KB
33._Flash_Crash_Example-subtitles.en.zip	12.2 KB
34._Challenger_Example-subtitles.en.zip	13.7 KB
34._Challenger_Example-subtitles.en.zip.0	13.7 KB
4._Bar_Charts-subtitles.en.zip	16.3 KB
5._Pie_Charts-subtitles.en.zip	17.1 KB
6._Programming_Charts_(Optional)-subtitles.en.zip	23.5 KB
7._Admissions_Case_Study-subtitles.en.zip	12.1 KB
8._Probability-subtitles.en.zip	28.8 KB
9._Conditional_Probability-subtitles.en.zip	29.3 KB
/Units/1._Teaser_FILES/1._Teaser/
01-Welcome.flv	1.8 MB
02-Average_Friends.flv	3.3 MB
03-Average_Friends_Solution.flv	1.5 MB
04-Expected_Friend_Type.flv	4.1 MB
05-Expected_Friend_Type_Solution.flv	1.6 MB
06-Unpopular.flv	910.2 KB
07-Unpopular_Solution.flv	1.9 MB
08-Course_Overview.flv	2.7 MB
/Units/1._Teaser_FILES/
1._Teaser.m3u	0.0 KB
/.../10._Bayes_Rule/
01-Bayes_Rules.flv	1.6 MB
02-Cancer_Test.flv	9.5 MB
03-Cancer_Test_Solution.flv	2.4 MB
04-Prior_And_Posterior.flv	8.3 MB
05-Prior_And_Posterior_Solution.flv	1.5 MB
06-Normalizing_1.flv	851.3 KB
07-Normalizing_1.flv	1.1 MB
08-Normalizing_2.flv	1.8 MB
09-Normalizing_2.flv	242.0 KB
10-Normalizing_3.flv	476.3 KB
11-Normalizing_3.flv	239.7 KB
12-Total_Probability.flv	255.5 KB
13-Total_Probability_Solution.flv	826.2 KB
14-Bayes_Rule_Diagram.flv	5.0 MB
15-Equivalent_Diagram.flv	2.8 MB
16-Cancer_Probabilities.flv	1.3 MB
17-Cancer_Probabilities_Solution.flv	495.0 KB
18-Probability_Given_Test.flv	1.0 MB
19-Probability_Given_Test_Solution.flv	2.5 MB
20-Normalizer.flv	237.5 KB
21-Normalizer_Solution.flv	280.7 KB
22-Normalizing_Probability.flv	790.4 KB
23-Normalizing_Probability_Solution.flv	3.7 MB
24-Disease_Test_1.flv	2.5 MB
25-Disease_Test_1_Solution.flv	2.1 MB
26-Disease_Test_2.flv	309.4 KB
27-Disease_Test_2_Solution.flv	736.1 KB
28-Disease_Test_3.flv	215.0 KB
29-Disease_Test_3_Solution.flv	695.0 KB
30-Disease_Test_4.flv	119.5 KB
31-Disease_Test_4_Solution.flv	314.0 KB
32-Disease_Test_5.flv	155.0 KB
33-Disease_Test_5_Solution.flv	1.9 MB
34-Disease_Test_6.flv	484.4 KB
35-Disease_Test_6_Solution.flv	3.6 MB
36-Bayes_Rule_Summary.flv	7.7 MB
37-Robot_Sensing_1.flv	4.8 MB
38-Robot_Sensing_1_Solution.flv	1.9 MB
39-Robot_Sensing_2.flv	1.1 MB
40-Robot_Sensing_2_Solution.flv	2.4 MB
41-Robot_Sensing_3.flv	731.9 KB
42-Robot_Sensing_3_Solution.flv	2.3 MB
43-Robot_Sensing_4.flv	4.4 MB
44-Robot_Sensing_4_Solution.flv	451.6 KB
45-Robot_Sensing_5.flv	200.7 KB
46-Robot_Sensing_5_Solution.flv	981.5 KB
47-Robot_Sensing_6.flv	310.5 KB
48-Robot_Sensing_6_Solution.flv	760.4 KB
49-Robot_Sensing_7.flv	265.8 KB
50-Robot_Sensing_7_Solution.flv	147.1 KB
51-Robot_Sensing_8.flv	491.5 KB
52-Robot_Sensing_8_Solution.flv	1.4 MB
53-Generalizing.flv	3.4 MB
54-Sebastian_At_Home.flv	3.3 MB
55-Sebastian_At_Home_Solution.flv	4.2 MB
/.../10._Bayes_Rule/
10._Bayes_Rule.m3u	4.1 KB
/.../11._Programming_Bayes_Rule_(Optional)/
01-Printing_Number.flv	1.6 MB
02-Printing_Number_Solution.flv	283.1 KB
03-Functions.flv	3.0 MB
04-Functions_Solution.flv	1.6 MB
05-Complement.flv	1.3 MB
06-Complement_Solution.flv	1.9 MB
07-Two_Flips.flv	2.4 MB
08-Two_Flips_Solution.flv	888.2 KB
09-Three_Flips.flv	2.2 MB
10-Three_Flips_Solution.flv	4.5 MB
11-Flip_Two_Coins.flv	2.7 MB
12-Flip_Two_Coins.flv	1.5 MB
13-Flip_One_Of_Two.flv	2.9 MB
14-Flip_One_Of_Two_Solution.flv	1.5 MB
15-Program_Flipping.flv	1.8 MB
16-Program_Flipping_Solution.flv	2.1 MB
17-Cancer_Example_1.flv	2.0 MB
18-Cancer_Example_1_Solution.flv	1.8 MB
19-Calculate_Total.flv	668.8 KB
20-Calculate_Total.flv	4.3 MB
/.../11A._Probability_Distributions/
01-Landing_Probability.flv	3.5 MB
02-Landing_Probability_Solution.flv	560.6 KB
03-Spinning_Probability.flv	1.5 MB
04-Spinning_Probability_Solution.flv	1.0 MB
05-Stops_Nowhere.flv	648.5 KB
06-Stops_Nowhere_Solution.flv	3.0 MB
07-Range_Probability.flv	1.3 MB
08-Range_Probability_Solution.flv	496.8 KB
09-Range_Probability_2.flv	406.6 KB
10-Range_Probability_2_Solution.flv	323.8 KB
11-Range_Probability_3.flv	849.2 KB
12-Range_Probability_3_Solution.flv	917.9 KB
13-Density.flv	4.2 MB
14-Density_Solution.flv	1.5 MB
15-Birth_Time_Density.flv	2.6 MB
16-Birth_Time_Density_Solution.flv	946.8 KB
17-Changing_Density.flv	2.1 MB
18-Changing_Density_Solution.flv	1.2 MB
19-Changing_Density_2.flv	2.6 MB
20-Changing_Density_2_Solution.flv	1.9 MB
21-Check_Density.flv	713.8 KB
22-Check_Density.flv	1.7 MB
23-Calculate_Density.flv	2.0 MB
24-Calculate_Density.flv	2.5 MB
25-Density_Properties.flv	1.2 MB
26-Density_Properties_Solution.flv	3.8 MB
27-Summary.flv	1.5 MB
/.../11A._Probability_Distributions/
11A._Probability_Distributions.m3u	0.0 KB
/.../12._Correlation_vs._Causation/
01-Correlation_And_Causation.flv	2.4 MB
02-Mortality.flv	2.8 MB
03-Mortality_Solution.flv	599.9 KB
04-Deciding.flv	2.3 MB
05-Deciding_Solution.flv	2.3 MB
06-Assuming_Causation.flv	2.2 MB
07-Considering_Health.flv	2.9 MB
08-Considering_Health_Solution.flv	2.2 MB
09-Correlation_1.flv	2.8 MB
10-Correlation_1_Solution.flv	272.5 KB
11-Correlation_2.flv	443.4 KB
12-Correlation_2_Solution.flv	464.1 KB
13-Correlation_3.flv	260.2 KB
14-Correlation_3_Solution.flv	563.3 KB
15-Causation_Structure.flv	5.4 MB
16-Fire_Correlation.flv	2.4 MB
17-Fire_Correlation_Solution.flv	292.3 KB
18-Fire_Causation.flv	778.4 KB
19-Fire_Causation_Solution.flv	3.8 MB
20-Assignment.flv	3.1 MB
/.../12._Correlation_vs._Causation/
12._Correlation_vs._Causation.m3u	0.0 KB
/Units/13._Estimation/13._Estimation/
01-Estimator.flv	1.9 MB
02-Probability_Of_Heads_1.flv	1.6 MB
03-Probability_Of_Heads_1_Solution.flv	578.2 KB
04-Probability_Of_Heads_2.flv	329.5 KB
05-Probability_Of_Heads_2_Solution.flv	993.0 KB
06-Probability_Of_Heads_3.flv	566.9 KB
07-Probability_Of_Heads_3_Solution.flv	142.3 KB
08-Identify_The_Estimator.flv	1.4 MB
09-Identify_The_Estimator_Solution.flv	2.3 MB
10-Dice_Probabilties_1.flv	1.1 MB
11-Dice_Probabilties_1_Solution.flv	1.4 MB
12-Dice_Probabilties_2.flv	628.5 KB
13-Dice_Probabilties_2_Solution.flv	355.6 KB
14-Likelihood_1.flv	3.0 MB
15-Likelihood_1_Solution.flv	562.9 KB
16-Likelihood_2.flv	409.8 KB
17-Likelihood_2_Solution.flv	1.2 MB
18-Likelihood_3.flv	246.3 KB
19-Likelihood_3_Solution.flv	917.6 KB
20-Likelihood_4.flv	499.8 KB
21-Likelihood_4_Solution.flv	523.5 KB
22-Maximum_Likelihood.flv	2.6 MB
23-Weakness_1.flv	921.2 KB
24-Weakness_1_Solution.flv	302.5 KB
25-Weakness_2.flv	691.1 KB
26-Weakness_2_Solution.flv	157.9 KB
27-Weakness_3.flv	1.1 MB
28-Weakness_3_Solution.flv	604.6 KB
29-Weakness_4.flv	622.6 KB
30-Weakness_4_Solution.flv	1.4 MB
31-Weakness_5.flv	2.8 MB
32-Fake_Data_1.flv	1.9 MB
33-Fake_Data_1_Solution.flv	1.0 MB
34-Fake_Data_2.flv	338.1 KB
35-Fake_Data_2_Solution.flv	671.0 KB
36-Fake_Data_3.flv	504.7 KB
37-Fake_Data_3_Solution.flv	544.6 KB
38-Fake_Data_4.flv	615.4 KB
39-Fake_Data_4_Solution.flv	792.0 KB
40-Fake_Data_Summary.flv	6.9 MB
41-Dice_Example_1.flv	1.3 MB
42-Dice_Example_1_Solution.flv	1.7 MB
43-Dice_Example_2.flv	307.7 KB
44-Dice_Example_2_Solution.flv	732.6 KB
45-MLE_Vs_Laplace.flv	2.4 MB
46-To_Fake_Or_Not_To_Fake.flv	2.6 MB
/Units/13._Estimation/
13._Estimation.m3u	4.1 KB
/Units/14._Averages/14._Averages/
01-Mean_1.flv	3.4 MB
02-Mean_1_Solution.flv	874.2 KB
03-Mean_2.flv	3.6 MB
04-Mean_2_Solution.flv	288.6 KB
05-Median.flv	6.3 MB
06-Median_Solution.flv	2.7 MB
07-Mean_Age.flv	2.7 MB
08-Mean_Age_Solution.flv	640.7 KB
09-Median_Age_1.flv	1.0 MB
10-Median_Age_1_Solution.flv	738.4 KB
11-Median_Age_2.flv	983.9 KB
12-Median_Age_2_Solution.flv	680.4 KB
13-Mode.flv	1.8 MB
14-Mode_Solution.flv	416.2 KB
15-Three_Averages_1.flv	4.7 MB
16-Three_Averages_1_Solution.flv	2.2 MB
17-Three_Averages_2.flv	563.4 KB
18-Three_Averages_2_Solution.flv	2.2 MB
19-Summary.flv	1.3 MB
/Units/14._Averages/
14._Averages.m3u	0.0 KB
/Units/15._Variance/15._Variance/
01-Ages.flv	1.8 MB
02-Ages_Solution.flv	269.2 KB
03-Variances_1.flv	8.2 MB
04-Variances_1_Solution.flv	418.0 KB
05-Variances_2.flv	329.5 KB
06-Variances_2_Solution.flv	450.9 KB
07-Measuring_Spread.flv	2.9 MB
08-Standard_Deviation_1.flv	4.9 MB
09-Standard_Deviation_1_Solution.flv	1.1 MB
10-Summarize_1.flv	356.4 KB
11-Summarize_1_Solution.flv	543.8 KB
12-Summarize_2.flv	396.0 KB
13-Summarize_2_Solution.flv	3.5 MB
14-Summarize_3.flv	439.0 KB
15-Summarize_3_Solution.flv	1.0 MB
16-Summarize_4.flv	437.0 KB
17-Summarize_4_Solution.flv	533.0 KB
18-Formulas.flv	2.0 MB
19-Alternate_Formula_1.flv	6.4 MB
20-Alternate_Formula_1_Solution.flv	710.4 KB
21-Alternate_Formula_2.flv	1.4 MB
22-Alternate_Formula_2_Solution.flv	599.8 KB
23-Alternate_Formula_3.flv	396.0 KB
24-Alternate_Formula_3_Solution.flv	833.5 KB
25-Alternate_Formula_4.flv	624.7 KB
26-Alternate_Formula_4_Solution.flv	865.3 KB
27-Alternate_Formula_5.flv	324.3 KB
28-Alternate_Formula_5_Solution.flv	538.1 KB
29-Summary.flv	3.3 MB
30-Calculating_1.flv	807.7 KB
31-Calculating_1_Solution.flv	793.3 KB
32-Calculating_2.flv	275.2 KB
33-Calculating_2_Solution.flv	1.8 MB
34-Fixed_Raise.flv	4.5 MB
35-Fixed_Raise_Solution.flv	1.9 MB
36-Relative_Raise.flv	491.1 KB
37-Relative_Raise_Solution.flv	3.2 MB
38-Standard_Scores_1.flv	4.3 MB
39-Standard_Scores_1_Solution.flv	915.6 KB
40-Standard_Scores_2.flv	389.5 KB
41-Standard_Scores_2_Solution.flv	527.8 KB
42-Conclusion.flv	593.3 KB
/Units/15._Variance/
15._Variance.m3u	0.0 KB
/.../16._Programming_Estimators_(Optional)/
01-Mean.flv	9.9 MB
02-Mean_Solution.flv	2.2 MB
03-Median.flv	7.5 MB
04-Median_Solution.flv	4.3 MB
05-Mode.flv	7.6 MB
06-Mode_Solution.flv	3.6 MB
07-Variance.flv	6.2 MB
08-Variance_Solution.flv	8.3 MB
09-Standard_Deviation.flv	2.2 MB
10-Standard_Deviation_Solution.flv	705.3 KB
11-Congratulations.flv	836.3 KB
/.../16._Programming_Estimators_(Optional)/
16._Programming_Estimators_(Optional).m3u	0.0 KB
/Units/17._Outliers/17._Outliers/
01-Ignore_Data.flv	684.7 KB
02-Ignore_Data_Solution.flv	680.0 KB
03-Should_You_Ignore.flv	957.9 KB
04-Should_You_Ignore_Solution.flv	663.6 KB
05-Compute_Mean.flv	154.1 KB
06-Compute_Mean_Solution.flv	2.3 MB
07-Quartiles.flv	2.2 MB
08-Quartiles_Solution.flv	157.7 KB
09-Finding_Quartiles.flv	3.6 MB
10-Finding_Quartiles_Solution.flv	1.6 MB
11-Compute_Quartiles.flv	1.5 MB
12-Compute_Quartiles_Solution.flv	1.6 MB
13-Trimmed_Mean.flv	605.1 KB
14-Trimmed_Mean_Solution.flv	755.5 KB
15-Compute_Mean_2.flv	1.3 MB
16-Compute_Mean_2_Solution.flv	456.9 KB
17-Trimmed_Mean_2.flv	964.4 KB
18-Trimmed_Mean_2_Solution.flv	2.4 MB
19-Percentile.flv	2.1 MB
20-Percentile_Solution.flv	534.8 KB
21-Statisticians_Ignore.flv	520.6 KB
22-Statisticians_Ignore_Solution.flv	822.7 KB
/Units/17._Outliers/
17._Outliers.m3u	0.0 KB
/.../18._Binomial_Distribution/
01-Binomial.flv	3.1 MB
02-Binomial_Solution.flv	936.6 KB
03-Heads_Tails.flv	399.1 KB
04-Heads_Tails_Solution.flv	1.1 MB
05-Heads_Tails_2.flv	697.0 KB
06-Heads_Tails_2_Solution.flv	612.3 KB
07-5_Flips_1_Head.flv	691.2 KB
08-5_Flips_1_Head_Solution.flv	811.9 KB
09-5_Flips_2_Heads.flv	941.5 KB
10-5_Flips_2_Heads_Solution.flv	3.3 MB
11-5_Flips_3_Heads.flv	403.5 KB
12-5_Flips_3_Heads_Solution.flv	5.4 MB
13-10_Flips_5_Heads.flv	4.1 MB
14-10_Flips_5_Heads_Solution.flv	1.5 MB
15-Formula.flv	4.4 MB
16-Formula_Solution.flv	521.7 KB
17-Arrangements.flv	7.5 MB
18-Arrangements_Solution.flv	2.4 MB
19-Binomial_1.flv	917.1 KB
20-Binomial_1_Solution.flv	2.5 MB
21-Binomial_2.flv	432.0 KB
22-Binomial_2_Solution.flv	757.1 KB
23-Binomial_3.flv	1.8 MB
24-Binomial_3_Solution.flv	3.9 MB
25-Binomial_4.flv	1.1 MB
26-Binomial_4_Solution.flv	3.9 MB
27-Binomial_5.flv	403.9 KB
28-Binomial_5_Solution.flv	1.0 MB
29-Binomial_6.flv	716.8 KB
30-Binomial_6_Solution.flv	1.8 MB
31-Conclusion.flv	4.6 MB
/.../18._Binomial_Distribution/
18._Binomial_Distribution.m3u	0.0 KB
/.../19._Central_Limit_Theorem_Programming_(Optional)/
01-Programmng_Flips.flv	10.6 MB
02-Programmng_Flips_Solution.flv	5.6 MB
03-Sets_Of_Flips.flv	7.6 MB
04-Sets_Of_Flips_Solution.flv	6.1 MB
05-Bell_Curve.flv	2.3 MB
/.../19._Central_Limit_Theorem_Programming_(Optional)/
19._Central_Limit_Theorem_Programming_(Optional).m3u	0.0 KB
/.../19A._Central_Limit_Theorem/
01-Introduction.flv	1.3 MB
02-Counting_Outcomes_1.flv	3.8 MB
03-Counting_Outcomes_1_Solution.flv	599.4 KB
04-Counting_Outcomes_2.flv	387.9 KB
05-Counting_Outcomes_2_Solution.flv	1.3 MB
06-Counting_Outcomes_3.flv	221.6 KB
07-Counting_Outcomes_3_Solution.flv	799.6 KB
08-Counting_Outcomes_4.flv	676.7 KB
09-Counting_Outcomes_4_Solution.flv	418.5 KB
10-Shape.flv	1.8 MB
11-Shape_Solution.flv	761.2 KB
12-Number_of_Outcomes.flv	1.6 MB
13-Number_of_Outcomes.flv	446.2 KB
14-Counting_Outcomes_5.flv	545.7 KB
15-Counting_Outcomes_5.flv	375.7 KB
16-Counting_Outcomes_6.flv	2.2 MB
17-Counting_Outcomes_7.flv	682.9 KB
18-Counting_Outcomes_7.flv	899.7 KB
19-Counting_Outcomes_8.flv	827.9 KB
20-Counting_Outcomes_8.flv	981.2 KB
21-Conclusion.flv	5.3 MB
/.../19A._Central_Limit_Theorem/
19A._Central_Limit_Theorem.m3u	0.0 KB
/.../2._Looking_at_Data/
01-Data_To_Decisions.flv	5.1 MB
02-Valuing_Houses_1.flv	5.0 MB
03-Valuing_Houses_1_Solution.flv	1.4 MB
04-Valuing_Houses_2.flv	268.6 KB
05-Valuing_Houses_2_Solution.flv	259.5 KB
06-Valuing_Houses_3.flv	382.3 KB
07-Valuing_Houses_3_Solution.flv	1.4 MB
08-Valuing_Houses_4.flv	1.3 MB
09-Valuing_Houses_4_Solution.flv	1.9 MB
10-Valuing_Houses_5.flv	1.1 MB
11-Valuing_Houses_5_Solution.flv	2.6 MB
/.../2._Looking_at_Data/
2._Looking_at_Data.m3u	0.0 KB
/.../20._The_Normal_Distribution/
01-Maximum_Probability.flv	10.3 MB
02-Maximum_Probability_Solution.flv	1.5 MB
03-Shape.flv	5.3 MB
04-Shape_Solution.flv	1.7 MB
05-Better_Formula.flv	438.4 KB
06-Better_Formula_Solution.flv	1.1 MB
07-Quadratics.flv	3.1 MB
08-Quadratics_Solution.flv	1.2 MB
09-Quadratics_2.flv	2.0 MB
10-Quadratics_2_Solution.flv	1.8 MB
11-Quadratics_3.flv	1.1 MB
12-Quadratics_3_Solution.flv	1.4 MB
13-Quadratics_4.flv	1.1 MB
14-Quadratics_4_Solution.flv	916.7 KB
15-Maximum.flv	1.5 MB
16-Maximum_Solution.flv	2.8 MB
17-Maximum_Value.flv	776.0 KB
18-Maximum_Value_Solution.flv	734.3 KB
19-Minimum.flv	696.1 KB
20-Minimum_Solution.flv	1.5 MB
21-Minimum_Value.flv	281.7 KB
22-Minimum_Value_Solution.flv	686.7 KB
23-Normalizer.flv	5.1 MB
24-Formula_Summary.flv	5.3 MB
25-Central_Limit_Theorem.flv	2.7 MB
26-Central_Limit_Theorem_Solution.flv	3.1 MB
27-Summary.flv	3.3 MB
/.../20._The_Normal_Distribution/
20._The_Normal_Distribution.m3u	0.0 KB
/.../21._Manipulating_Normals/
01-Raises.flv	4.1 MB
02-Raises_Solution.flv	4.1 MB
03-Double_Salary.flv	1.6 MB
04-Double_Salary_Solution.flv	5.0 MB
05-Throwing.flv	1.9 MB
06-Throwing_Solution.flv	1.2 MB
07-Golf_1.flv	2.1 MB
08-Golf_1_Solution.flv	195.7 KB
09-Golf_2.flv	101.3 KB
10-Golf_2_Solution.flv	1.3 MB
11-Golf_3.flv	1.2 MB
12-Golf_3_Solution.flv	2.2 MB
13-Golf_4.flv	2.4 MB
14-Golf_4_Solution.flv	3.9 MB
15-Adding_Normals.flv	2.3 MB
16-Adding_Normals_Solution.flv	1.0 MB
17-Subtracting_Normals.flv	1.3 MB
18-Subtracting_Normals_Solution.flv	3.6 MB
19-Summary.flv	2.4 MB
/.../21._Manipulating_Normals/
21._Manipulating_Normals.m3u	0.0 KB
/.../22._Most_Better_than_Average/
01-Better_Than_Average.flv	2.8 MB
02-Better_Than_Average_Solution.flv	293.9 KB
03-Percentage_Smarter.flv	2.2 MB
04-Percentage_Smarter_Solution.flv	902.6 KB
05-Fingers.flv	3.5 MB
06-Fingers_Solution.flv	595.6 KB
07-More_Fingers.flv	573.6 KB
08-More_Fingers_Solution.flv	3.1 MB
09-Possible.flv	810.5 KB
10-Possible_Solution.flv	1.9 MB
/.../22._Most_Better_than_Average/
22._Most_Better_than_Average.m3u	0.0 KB
/.../23._Sebastian's_Weight_and_Proofs_(Optional)/
01-Find_Weight.flv	15.3 MB
02-Find_Weight_Solution.flv	6.8 MB
03-Weight_Conclusion.flv	5.0 MB
04-Mean_MLE.flv	6.8 MB
05-Mean_MLE.flv	4.9 MB
06-Variance_MLE.flv	4.3 MB
07-Variance_MLE.flv	5.4 MB
/.../23._Sebastian's_Weight_and_Proofs_(Optional)/
23._Sebastian's_Weight_and_Proofs_(Optional).m3u	0.0 KB
/.../24._Confidence_Intervals/
01-Election_Poll.flv	3.6 MB
02-Election_Poll_Solution.flv	871.2 KB
03-Bounds.flv	3.2 MB
04-Bounds_Solution.flv	1.4 MB
05-Confidence_Interval.flv	6.3 MB
06-Three_Polls_1.flv	2.6 MB
07-Three_Polls_1_Solution.flv	368.4 KB
08-Three_Polls_2.flv	1.1 MB
09-Three_Polls_2_Solution.flv	201.0 KB
10-Three_Polls_3.flv	1.7 MB
11-Three_Polls_3_Solution.flv	317.8 KB
12-Ask_One_Person.flv	4.1 MB
13-Size_Of_CI.flv	901.5 KB
14-Size_Of_CI.flv	239.3 KB
15-Standard_Deviation_Limit.flv	1.9 MB
16-Standard_Deviation_Limit_Solution.flv	194.8 KB
17-CI_Size_Formula.flv	3.6 MB
18-Mean_Outcome.flv	4.1 MB
19-Mean_Outcome_Solution.flv	1.2 MB
20-Standard_Deviation_Outcome.flv	1.3 MB
21-Standard_Deviation_Outcome_Solution.flv	2.4 MB
22-Mean_Of_Sum.flv	2.6 MB
23-Mean_Of_Sum_Solution.flv	905.8 KB
24-Variance_Of_Sum.flv	388.9 KB
25-Variance_Of_Sum_Solution.flv	1.8 MB
26-Variance_Of_Average_1.flv	3.4 MB
27-Variance_Of_Average_1_Solution.flv	609.7 KB
28-Variance_Of_Average_2.flv	314.8 KB
29-Variance_Of_Average_2_Solution.flv	2.1 MB
30-Variance_Of_Average_3.flv	338.4 KB
31-Variance_Of_Average_3_Solution.flv	2.9 MB
32-Std_Dev_Of_Averages.flv	1.1 MB
33-Std_Dev_Of_Averages_Solution.flv	709.2 KB
34-Calculate_Confidence.flv	870.4 KB
35-Calculate_Confidence_Solution.flv	384.0 KB
36-Confidence_At_100.flv	2.0 MB
37-Confidence_At_100_Solution.flv	3.1 MB
38-Variance_Formula.flv	1.9 MB
39-Variance_At_0.flv	2.5 MB
40-Variance_At_0_Solution.flv	1.8 MB
41-Variance_Proof_1.flv	4.1 MB
42-Variance_Proof_1_Solution.flv	1.0 MB
43-Variance_Proof_2.flv	1.0 MB
44-Variance_Proof_2_Solution.flv	1.0 MB
45-Variance_Proof_3.flv	850.8 KB
46-Variance_Proof_3_Solution.flv	1.5 MB
47-CI_Example_1.flv	707.2 KB
48-CI_Example_1.flv	463.3 KB
49-CI_Example_2.flv	576.6 KB
50-CI_Example_2.flv	1.7 MB
51-CI_Example_3.flv	603.6 KB
52-CI_Example_3.flv	898.6 KB
53-CI_Example_4.flv	4.0 MB
54-CI_Example_4.flv	1.1 MB
55-Coin_Confidence_1.flv	5.1 MB
56-Coin_Confidence_1_Solution.flv	1.4 MB
57-Coin_Confidence_2.flv	1.5 MB
58-Coin_Confidence_2_Solution.flv	3.5 MB
59-Congratulations.flv	1.6 MB
/.../24._Confidence_Intervals/
24._Confidence_Intervals.m3u	4.1 KB
/.../25._Normal_Quantiles/
01-Magic_Number.flv	534.8 KB
02-Magic_Number_Solution.flv	305.8 KB
03-From_CLT.flv	2.6 MB
04-Changing_Width_1.flv	11.9 MB
05-Changing_Width_1_Solution.flv	1.3 MB
06-Changing_Width_2.flv	360.9 KB
07-Changing_Width_2_Solution.flv	997.1 KB
08-Pick_The_Quantile.flv	1.7 MB
09-Pick_The_Quantile_Solution.flv	1.3 MB
10-Always_Correct.flv	1.0 MB
11-Always_Correct_Solution.flv	500.0 KB
12-Reading_Tables_1.flv	6.4 MB
13-Reading_Tables_1_Solution.flv	1.3 MB
14-Reading_Tables_2.flv	1.2 MB
15-Reading_Tables_2_Solution.flv	1.6 MB
16-Reading_Tables_3.flv	5.9 MB
17-Reading_Tables_3_Solution.flv	3.4 MB
/.../25._Normal_Quantiles/
25._Normal_Quantiles.m3u	0.0 KB
/.../26._Hypothesis_Test/
01-Weight_Loss_1.flv	5.4 MB
02-Weight_Loss_1_Solution.flv	1.5 MB
03-Weight_Loss_2.flv	2.2 MB
04-Weight_Loss_2_Solution.flv	402.0 KB
05-Weight_Loss_3.flv	1.0 MB
06-Weight_Loss_3_Solution.flv	1.7 MB
07-Critical_Region.flv	10.6 MB
08-Binomial_Test.flv	4.2 MB
09-Binomial_Test_Solution.flv	1.6 MB
10-Verify_Loading_1.flv	7.7 MB
11-Verify_Loading_1_Solution.flv	620.8 KB
12-Verify_Loading_2.flv	1.1 MB
13-Verify_Loading_2_Solution.flv	783.5 KB
14-Verify_Loading_3.flv	1.4 MB
15-Verify_Loading_3_Solution.flv	409.7 KB
16-Verify_Loading_4.flv	2.6 MB
17-Verify_Loading_4_Solution.flv	761.2 KB
18-Verify_Loading_5.flv	441.9 KB
19-Verify_Loading_5_Solution.flv	502.2 KB
20-Verify_Loading_6.flv	457.7 KB
21-Verify_Loading_6_Solution.flv	655.0 KB
22-Verify_Loading_7.flv	361.0 KB
23-Verify_Loading_7_Solution.flv	1.3 MB
24-Verify_Fair_1.flv	9.1 MB
25-Verify_Fair_1_Solution.flv	2.6 MB
26-Verify_Fair_2.flv	1.2 MB
27-Verify_Fair_2_Solution.flv	1.5 MB
28-Cancer_Treatment_1.flv	2.1 MB
29-Cancer_Treatment_1_Solution.flv	354.5 KB
30-Cancer_Treatment_2.flv	2.0 MB
31-Cancer_Treatment_2_Solution.flv	2.9 MB
32-Cancer_Treatment_3.flv	2.1 MB
33-Cancer_Treatment_3_Solution.flv	1.3 MB
34-Congratulations.flv	3.4 MB
/.../26._Hypothesis_Test/
26._Hypothesis_Test.m3u	0.0 KB
/.../27._Hypothesis_Test_2/
01-Height_Test_Example.flv	10.2 MB
02-Club_Age_1.flv	10.4 MB
03-Club_Age_1_Solution.flv	499.6 KB
04-Club_Age_2.flv	243.4 KB
05-Club_Age_2_Solution.flv	329.1 KB
06-Club_Age_3.flv	950.0 KB
07-Club_Age_3_Solution.flv	359.6 KB
08-Club_Age_4.flv	503.9 KB
09-Club_Age_4_Solution.flv	3.9 MB
/.../27._Hypothesis_Test_2/
27._Hypothesis_Test_2.m3u	0.0 KB
/.../28._Programming_Tests_and_Intervals_(Optional)/
01-Confidence_Intervals.flv	6.5 MB
02-Confidence_Intervals_Solution.flv	1.2 MB
03-Hypothesis_Test.flv	1.4 MB
04-Hypothesis_Test_Solution.flv	4.6 MB
/.../28._Programming_Tests_and_Intervals_(Optional)/
28._Programming_Tests_and_Intervals_(Optional).m3u	0.0 KB
/Units/29._Regression/29._Regression/
01-Introducing_Regression.flv	6.1 MB
02-Introducing_Regression_Solution.flv	1.3 MB
03-Pick_The_Line.flv	944.5 KB
04-Pick_The_Line_Solution.flv	921.8 KB
05-Find_Coefficients.flv	895.2 KB
06-Find_Coefficients_Solution.flv	2.8 MB
07-Best_Line.flv	6.2 MB
08-Best_Line_Solution.flv	6.0 MB
09-Negative_Or_Positive.flv	1.2 MB
10-Negative_Or_Positive_Solution.flv	2.7 MB
11-Regression_Formula.flv	5.6 MB
12-Fit_Exact.flv	3.3 MB
13-Fit_Exact_Solution.flv	1.1 MB
14-Compute_Means.flv	1.9 MB
15-Compute_Means_Solution.flv	716.9 KB
16-Regression_1.flv	537.0 KB
17-Regression_1_Solution.flv	1.1 MB
18-Regression_2.flv	177.4 KB
19-Regression_2_Solution.flv	2.3 MB
20-Regression_3.flv	561.3 KB
21-Regression_3_Solution.flv	1.2 MB
22-Regression_4.flv	169.1 KB
23-Regression_4_Solution.flv	1.1 MB
24-Regression_5.flv	2.8 MB
25-Regression_5_Solution.flv	1.2 MB
26-Regression_6.flv	243.8 KB
27-Regression_6_Solution.flv	77.6 KB
/Units/29._Regression/
29._Regression.m3u	0.0 KB
/Units/3._Scatter_Plots/3._Scatter_Plots/
01-Most_Important_Part.flv	1.8 MB
02-Most_Important_Part_Solution.flv	1.6 MB
03-Linear_Relationship_1.flv	1.4 MB
04-Linear_Relationship_1_Solution.flv	1.1 MB
05-Linear_Relationship_2.flv	478.6 KB
06-Linear_Relationship_2_Solution.flv	529.2 KB
07-Scatter_Plot.flv	4.9 MB
08-Scatter_Plot.flv	498.5 KB
09-Picking_Points.flv	440.5 KB
10-Picking_Points_Solution.flv	5.4 MB
11-Make_Your_Own.flv	1.7 MB
12-Make_Your_Own_Solution.flv	2.3 MB
13-Fixed_Price.flv	536.0 KB
14-Fixed_Price_Solution.flv	307.1 KB
15-Price_Per_Square_Foot.flv	889.2 KB
16-Price_Per_Square_Foot_Solution.flv	1.6 MB
17-Make_Your_Own_2.flv	1.8 MB
18-Make_Your_Own_2_Solution.flv	1.2 MB
19-Find_the_Constant.flv	2.0 MB
20-Find_the_Constant.flv	2.8 MB
21-Is_It_Linear.flv	1.3 MB
22-Is_It_Linear.flv	3.9 MB
23-Congratulations.flv	2.5 MB
/Units/3._Scatter_Plots/
3._Scatter_Plots.m3u	0.0 KB
/Units/30._Correlation/30._Correlation/
01-Introducing_Correlation.flv	4.3 MB
02-Introducing_Correlation_Solution.flv	2.4 MB
03-Correlation_From_Regression.flv	1.4 MB
04-Correlation_From_Regression_Solution.flv	2.1 MB
05-Correlation_Formula.flv	9.1 MB
06-Compute_Correlation_1.flv	2.0 MB
07-Compute_Correlation_1_Solution.flv	696.6 KB
08-Compute_Correlation_2.flv	186.5 KB
09-Compute_Correlation_2_Solution.flv	487.0 KB
10-Compute_Correlation_3.flv	158.8 KB
11-Compute_Correlation_3_Solution.flv	349.8 KB
12-Guess_R.flv	949.8 KB
13-Guess_R_Solution.flv	1.8 MB
14-Compute_Actual_1.flv	505.9 KB
15-Compute_Actual_1_Solution.flv	482.6 KB
16-Compute_Actual_2.flv	70.2 KB
17-Compute_Actual_2_Solution.flv	332.0 KB
18-Compute_Actual_3.flv	61.7 KB
19-Compute_Actual_3_Solution.flv	369.0 KB
20-Compute_Actual_4.flv	95.2 KB
21-Compute_Actual_4_Solution.flv	635.9 KB
22-Another_Example_1.flv	982.2 KB
23-Another_Example_1_Solution.flv	986.0 KB
24-Another_Example_2.flv	689.2 KB
25-Another_Example_2_Solution.flv	501.7 KB
26-Another_Example_3.flv	77.3 KB
27-Another_Example_3_Solution.flv	325.7 KB
28-Another_Example_4.flv	72.5 KB
29-Another_Example_4_Solution.flv	516.0 KB
30-R_Intuition.flv	1.2 MB
31-R_Intuition_Solution.flv	3.3 MB
32-Final_Example_1.flv	835.2 KB
33-Final_Example_1_Solution.flv	983.4 KB
34-Final_Example_2.flv	637.8 KB
35-Final_Example_2_Solution.flv	347.3 KB
36-Final_Example_3.flv	114.5 KB
37-Final_Example_3_Solution.flv	327.5 KB
38-Final_Example_4.flv	131.4 KB
39-Final_Example_4_Solution.flv	1.3 MB
40-Summary.flv	3.9 MB
/Units/30._Correlation/
30._Correlation.m3u	4.1 KB
/.../31._Monty_Hall_Problem_(Optional)/
01-Door_Chance.flv	7.0 MB
02-Door_Chance_Solution.flv	1.4 MB
03-Switch_Doors.flv	554.4 KB
04-Switch_Doors_Solution.flv	1.5 MB
05-Truth_Table_1.flv	4.2 MB
06-Truth_Table_1_Solution.flv	1.4 MB
07-Truth_Table_2.flv	1.5 MB
08-Truth_Table_2_Solution.flv	2.0 MB
09-Truth_Table_3.flv	2.2 MB
10-Truth_Table_3_Solution.flv	3.7 MB
11-Simulate.flv	2.9 MB
12-Simulate_Solution.flv	13.6 MB
/.../31._Monty_Hall_Problem_(Optional)/
31._Monty_Hall_Problem_(Optional).m3u	0.0 KB
/.../32._Weight_Case_Studies/
01-Introduction.flv	4.7 MB
02-Surviving_Points.flv	543.1 KB
03-Surviving_Points_Solution.flv	1.3 MB
04-Mean.flv	1.2 MB
05-Mean_Solution.flv	1.5 MB
06-Confidence_Interval.flv	862.2 KB
07-Confidence_Interval_Solution.flv	951.4 KB
08-Weight.flv	1.4 MB
09-Weight_Solution.flv	481.9 KB
10-Test.flv	927.7 KB
11-Test_Solution.flv	2.7 MB
12-First_Step.flv	3.1 MB
13-First_Step_Solution.flv	3.7 MB
14-Quartiles.flv	1.6 MB
15-Quartiles_Solution.flv	6.8 MB
16-Guess_Correlation.flv	4.8 MB
17-Guess_Correlation_Solution.flv	2.2 MB
18-Compute_Correlation.flv	3.5 MB
19-Compute_Correlation_Solution.flv	608.2 KB
20-Compute_Slope.flv	461.8 KB
21-Compute_Slope_Solution.flv	870.0 KB
22-Compute_Intercept.flv	428.3 KB
23-Compute_Intercept_Solution.flv	4.8 MB
/.../32._Weight_Case_Studies/
32._Weight_Case_Studies.m3u	0.0 KB
/.../33._Flash_Crash_Example/
01-Change_Interval.flv	7.7 MB
02-Change_Interval_Solution.flv	878.1 KB
03-Outlier_Frequency.flv	1.2 MB
04-Outlier_Frequency_Solution.flv	1.2 MB
05-New_Interval.flv	1.1 MB
06-New_Interval_Solution.flv	1.3 MB
07-Calculate_Change.flv	1.6 MB
08-Calculate_Change_Solution.flv	306.3 KB
09-Abnormal_1.flv	349.3 KB
10-Abnormal_1_Solution.flv	373.1 KB
11-Abnormal_2.flv	1.3 MB
12-Abnormal_2_Solution.flv	1.4 MB
13-Summary.flv	1.7 MB
/.../33._Flash_Crash_Example/
33._Flash_Crash_Example.m3u	0.0 KB
/.../34._Challenger_Example/
01-Which_Procedure.flv	5.0 MB
02-Which_Procedure_Solution.flv	339.1 KB
03-Failures_Regression_1.flv	1.3 MB
04-Failures_Regression_1_Solution.flv	196.0 KB
05-Failures_Regression_2.flv	138.8 KB
06-Failures_Regression_2_Solution.flv	236.2 KB
07-Failures_Regression_3.flv	287.6 KB
08-Failures_Regression_3_Solution.flv	151.9 KB
09-Failures_Regression_4.flv	403.8 KB
10-Failures_Regression_4_Solution.flv	181.4 KB
11-Failures_Regression_5.flv	390.0 KB
12-Failures_Regression_5_Solution.flv	115.1 KB
13-Failures_Regression_6.flv	601.3 KB
14-Failures_Regression_6_Solution.flv	219.6 KB
15-Failures_Regression_7.flv	119.4 KB
16-Failures_Regression_7_Solution.flv	140.1 KB
17-Predicted_Failures.flv	2.0 MB
18-Predicted_Failures_Solution.flv	1.7 MB
19-All_Regression_1.flv	1.8 MB
20-All_Regression_1_Solution.flv	256.6 KB
21-All_Regression_2.flv	482.6 KB
22-All_Regression_2_Solution.flv	144.4 KB
23-Predicted_Failures_2.flv	597.7 KB
24-Predicted_Failures_2_Solution.flv	603.3 KB
/.../34._Challenger_Example/
34._Challenger_Example.m3u	0.0 KB
/Units/4._Bar_Charts/4._Bar_Charts/
01-Checking_Linearity.flv	1.7 MB
02-Checking_Linearity_Solution.flv	1.4 MB
03-Interpolation.flv	1.2 MB
04-Interpolation_Solution.flv	437.1 KB
05-Trust.flv	631.3 KB
06-Trust_Solution.flv	4.7 MB
07-Grouping_Data.flv	2.4 MB
08-Grouping_Data_Solution.flv	846.1 KB
09-Grouping_Data_2.flv	264.7 KB
10-Grouping_Data_2_Solution.flv	789.2 KB
11-Grouping_Data_3.flv	237.9 KB
12-Grouping_Data_3_Solution.flv	406.8 KB
13-Bar_Charts.flv	7.1 MB
14-Bar_Charts_Solution.flv	1.2 MB
15-Histograms.flv	4.6 MB
16-Histograms_Solution.flv	1.2 MB
17-Histograms_2.flv	299.2 KB
18-Histograms_2_Solution.flv	3.0 MB
19-Age_Distribution.flv	2.9 MB
20-Age_Distribution_Solution.flv	2.1 MB
21-Summary.flv	2.1 MB
/Units/4._Bar_Charts/
4._Bar_Charts.m3u	0.0 KB
/Units/5._Pie_Charts/5._Pie_Charts/
01-Pie_Charts.flv	2.9 MB
02-Voting_1.flv	1.7 MB
03-Voting_1_Solution.flv	1.5 MB
04-Voting_2.flv	1.5 MB
05-Voting_2_Solution.flv	2.6 MB
06-Voting_3.flv	1.2 MB
07-Voting_3_Solution.flv	1.5 MB
08-Relative_Data.flv	1.5 MB
09-Relative_Data_Solution.flv	2.6 MB
10-Pick_The_Breaks.flv	3.3 MB
11-Pick_The_Breaks_Solution.flv	1.4 MB
12-Pick_The_Breaks_2.flv	680.9 KB
13-Pick_The_Breaks_2_Solution.flv	5.9 MB
14-Build_A_Chart.flv	2.8 MB
15-Build_A_Chart_Solution.flv	3.2 MB
16-Inferring_Counts.flv	1.6 MB
17-Inferring_Counts_Solution.flv	6.0 MB
18-Summary.flv	2.0 MB
/Units/5._Pie_Charts/
5._Pie_Charts.m3u	0.0 KB
/.../6._Programming_Charts_(Optional)/
01-Programming.flv	6.5 MB
02-How_To_Plot.flv	5.0 MB
03-Plot_Height.flv	2.6 MB
04-Plot_Height_Solution.flv	2.1 MB
05-Most_Common_Height.flv	1.0 MB
06-Most_Common_Height_Solution.flv	1.5 MB
07-Plot_Weight.flv	1.6 MB
08-Plot_Weight_Solution.flv	639.1 KB
09-Most_Common_Weight.flv	1.0 MB
10-Most_Common_Weight_Solution.flv	973.3 KB
11-Scatterplot.flv	3.6 MB
12-Scatterplot_Solution.flv	617.8 KB
13-Height_Vs_Weight.flv	1.7 MB
14-Height_Vs_Weight_Solution.flv	3.6 MB
15-Barchart.flv	772.7 KB
16-Barchart_Solution.flv	2.3 MB
17-Wages.flv	3.1 MB
18-Wages_Solution.flv	740.9 KB
19-High_Earner.flv	923.2 KB
20-High_Earner_Solution.flv	1.9 MB
21-Wage_Barchart.flv	802.9 KB
22-Wage_Barchart_Solution.flv	236.9 KB
23-Wage_Vs_Age.flv	796.0 KB
24-Wage_Vs_Age_Solution.flv	2.8 MB
25-Most_Common_Age.flv	1.9 MB
26-Most_Common_Age_Solution.flv	297.4 KB
27-Most_Common_Age_2.flv	400.6 KB
28-Most_Common_Age_2_Solution.flv	733.6 KB
29-Conclusion.flv	3.2 MB
/.../6._Programming_Charts_(Optional)/
6._Programming_Charts_(Optional).m3u	0.0 KB
/.../7._Admissions_Case_Study/
01-Introduction.flv	1.8 MB
02-Admissions_1.flv	3.3 MB
03-Admissions_1_Solution.flv	114.9 KB
04-Admissions_2.flv	462.2 KB
05-Admissions_2_Solution.flv	129.5 KB
06-Admissions_3.flv	1.8 MB
07-Admissions_3_Solution.flv	169.5 KB
08-Admissions_4.flv	334.8 KB
09-Admissions_4_Solution.flv	267.9 KB
10-Gender_Bias.flv	571.9 KB
11-Gender_Bias_Solution.flv	1.1 MB
12-Aggregation.flv	2.0 MB
13-Aggregation_Solution.flv	205.5 KB
14-Aggregation_2.flv	406.1 KB
15-Aggregation_2_Solution.flv	441.7 KB
16-Aggregation_3.flv	895.2 KB
17-Aggregation_3_Solution.flv	159.4 KB
18-Gender_Bias_Revisited.flv	443.2 KB
19-Gender_Bias_Revisited_Solution.flv	2.8 MB
20-Danger_Of_Statistics.flv	1.8 MB
21-Danger_Of_Statistics_Solution.flv	2.7 MB
/.../7._Admissions_Case_Study/
7._Admissions_Case_Study.m3u	0.0 KB
/Units/8._Probability/8._Probability/
01-Probability.flv	2.3 MB
02-Flipping_Coins.flv	5.1 MB
03-Flipping_Coins_Solution.flv	1.9 MB
04-Fair_Coin.flv	2.2 MB
05-Fair_Coin_Solution.flv	359.5 KB
06-Loaded_Coin_1.flv	1.1 MB
07-Loaded_Coin_1_Solution.flv	447.4 KB
08-Loaded_Coin_2.flv	318.0 KB
09-Loaded_Coin_2_Solution.flv	1.9 MB
10-Loaded_Coin_3.flv	589.2 KB
11-Loaded_Coin_3_Solution.flv	686.0 KB
12-Complementary_Outcomes.flv	1.6 MB
13-Two_Flips_1.flv	1.4 MB
14-Two_Flips_1_Solution.flv	4.7 MB
15-Two_Flips_2.flv	2.1 MB
16-Two_Flips_2_Solution.flv	459.7 KB
17-Two_Flips_3.flv	384.1 KB
18-Two_Flips_3_Solution.flv	1.4 MB
19-Two_Flips_4.flv	464.2 KB
20-Two_Flips_4_Solution.flv	1.9 MB
21-Two_Flips_5.flv	798.7 KB
22-Two_Flips_5_Solution.flv	1.3 MB
23-One_Head_1.flv	1.5 MB
24-One_Head_1_Solution.flv	1.6 MB
25-One_Head_2.flv	904.1 KB
26-One_Head_2_Solution.flv	1.4 MB
27-One_Of_Three_1.flv	846.5 KB
28-One_Of_Three_1_Solution.flv	3.9 MB
29-One_Of_Three_2.flv	2.1 MB
30-One_Of_Three_2_Solution.flv	3.9 MB
31-Even_Roll.flv	2.4 MB
32-Even_Roll_Solution.flv	1.6 MB
33-Doubles.flv	1.4 MB
34-Doubles_Solution.flv	4.5 MB
35-Summary.flv	3.4 MB
/Units/8._Probability/
8._Probability.m3u	0.0 KB
/Units/9._Conditional_Probability/9._Conditional_Probability/
01-Dependent_Things.flv	6.0 MB
02-Cancer_Example_1.flv	1.2 MB
03-Cancer_Example_1_Solution.flv	270.4 KB
04-Cancer_Example_2.flv	8.3 MB
05-Cancer_Example_2_Solution.flv	992.4 KB
06-Cancer_Example_3.flv	3.4 MB
07-Cancer_Example_3_Solution.flv	1.2 MB
08-Cancer_Example_4.flv	676.7 KB
09-Cancer_Example_4_Solution.flv	1.0 MB
10-Cancer_Example_5.flv	257.2 KB
11-Cancer_Example_5_Solution.flv	986.6 KB
12-Cancer_Example_6.flv	314.6 KB
13-Cancer_Example_6_Solution.flv	722.4 KB
14-Cancer_Example_7.flv	348.0 KB
15-Cancer_Example_7_Solution.flv	944.2 KB
16-Cancer_Example_8.flv	803.5 KB
17-Cancer_Example_8_Solution.flv	2.5 MB
18-Total_Probability.flv	4.5 MB
19-Two_Coins_1.flv	1.9 MB
20-Two_Coins_1_Solution.flv	587.3 KB
21-Two_Coins_2.flv	2.0 MB
22-Two_Coins_2_Solution.flv	4.4 MB
23-Two_Coins_3.flv	2.5 MB
24-Two_Coins_3_Solution.flv	4.8 MB
25-Two_Coins_4.flv	2.2 MB
26-Two_Coins_4_Solution.flv	3.2 MB
27-Summary.flv	6.1 MB
/Units/9._Conditional_Probability/
9._Conditional_Probability.m3u	0.0 KB
Total files 1148