04
03压缩版
02
01
Dino 101 Dinosaur Paleobiology
048_Statistics Making Sense of Data
Lesson 9 Stratigraphy and Geologic Time
Lesson 8 Evolution
Lesson 7 What is a Species
Lesson 6 Attack and Defense
Lesson 5 Birth, Growth, and Reproduction
Lesson 4 Moving Around
Lesson 3 Eating
Lesson 2 Death and Fossilization
Lesson 12 Dinosaur Extinction
Lesson 11 Dinosaur Origins
Lesson 10 Paleogeography and Plate Tectonics
Lesson 1 Appearance and Anatomy
Glossary V2.pdf
dino101-course-teaching-outcomes.pdf
dino101-course-outline.pdf
coursedescriptions.pdf
Lesson 9 Stratigraphy and Geologic Time V2.pdf
9 - 3 - The Age of Dinosaurs (5_47).txt
9 - 3 - The Age of Dinosaurs (5_47).srt
9 - 3 - The Age of Dinosaurs (5_47).mp4
9 - 2 - Stratigraphy (7_53).txt
9 - 2 - Stratigraphy (7_53).srt
9 - 2 - Stratigraphy (7_53).mp4
9 - 1 - Deep Time (13_19).txt
9 - 1 - Deep Time (13_19).srt
9 - 1 - Deep Time (13_19).mp4
Lesson 8 Evolution V2.pdf
8 - 3 - Birds (9_20).txt
8 - 3 - Birds (9_20).srt
8 - 3 - Birds (9_20).mp4
8 - 2 - Convergence (9_46).txt
8 - 2 - Convergence (9_46).srt
8 - 2 - Convergence (9_46).mp4
8 - 1 - Clades (10_49).txt
8 - 1 - Clades (10_49).srt
8 - 1 - Clades (10_49).mp4
Lesson 7 What is a Species V2.pdf
7 - 3 - Differentiating Species (11_17).txt
7 - 3 - Differentiating Species (11_17).srt
7 - 3 - Differentiating Species (11_17).mp4
7 - 2 - Holotype (6_13).txt
7 - 2 - Holotype (6_13).srt
7 - 2 - Holotype (6_13).mp4
7 - 1 - Naming Species (9_20).txt
7 - 1 - Naming Species (9_20).srt
7 - 1 - Naming Species (9_20).mp4
Lesson 6 Attack and Defense V2.pdf
6 - 3 - Intraspecies Interactions (7_34).txt
6 - 3 - Intraspecies Interactions (7_34).srt
6 - 3 - Intraspecies Interactions (7_34).mp4
6 - 2 - Offensive Adaptations (15_24).txt
6 - 2 - Offensive Adaptations (15_24).srt
6 - 2 - Offensive Adaptations (15_24).mp4
6 - 1 - Defensive Adaptations (13_49).txt
6 - 1 - Defensive Adaptations (13_49).srt
6 - 1 - Defensive Adaptations (13_49).mp4
Lesson 5 Birth Growth and Reproduction V2.pdf
5 - 3 - Males & Females (9_27).txt
5 - 3 - Males & Females (9_27).srt
5 - 3 - Males & Females (9_27).mp4
5 - 2 - Young Dinosaurs (14_30).txt
5 - 2 - Young Dinosaurs (14_30).srt
5 - 2 - Young Dinosaurs (14_30).mp4
5 - 1 - Eggs (4_27).txt
5 - 1 - Eggs (4_27).srt
5 - 1 - Eggs (4_27).mp4
Lesson 4 Moving Around V2.pdf
4 - 4 - Metabolism (5_23).mp4
4 - 3 - Trackways (4_41).txt
4 - 3 - Trackways (4_41).srt
4 - 3 - Trackways (4_41).mp4
4 - 2 - Limbs (12_39).txt
4 - 2 - Limbs (12_39).srt
4 - 2 - Limbs (12_39).mp4
4 - 1 - Stance (5_23).txt
4 - 1 - Stance (5_23).srt
4 - 1 - Stance (5_23).mp4
Lesson 3 Eating V2.pdf
3 - 4 - Determining Diet (11_10).txt
3 - 4 - Determining Diet (11_10).srt
3 - 4 - Determining Diet (11_10).mp4
3 - 3 - Claws (3_09).txt
3 - 3 - Claws (3_09).srt
3 - 3 - Claws (3_09).mp4
3 - 2 - Teeth (7_27).txt
3 - 2 - Teeth (7_27).srt
3 - 2 - Teeth (7_27).mp4
3 - 1 - Types of Eaters (7_14).txt
3 - 1 - Types of Eaters (7_14).srt
3 - 1 - Types of Eaters (7_14).mp4
Lesson 2 Death and Fossilization V2.pdf
2 - 3 - Field Work (20_23).txt
2 - 3 - Field Work (20_23).srt
2 - 3 - Field Work (20_23).mp4
2 - 2 - Fossilization (8_05).txt
2 - 2 - Fossilization (8_05).srt
2 - 2 - Fossilization (8_05).mp4
2 - 1 - Taphonomy (9_10).txt
2 - 1 - Taphonomy (9_10).srt
2 - 1 - Taphonomy (9_10).mp4
Lesson 12 Dinosaur Extinction.pdf
Lesson 12 Dinosaur Extinction V2.pdf
12 - 4 - Resurrecting Dinosaurs (4_36).txt
12 - 4 - Resurrecting Dinosaurs (4_36).srt
12 - 4 - Resurrecting Dinosaurs (4_36).mp4
12 - 3 - Chixulub Impactor (12_14).txt
12 - 3 - Chixulub Impactor (12_14).srt
12 - 3 - Chixulub Impactor (12_14).mp4
12 - 2 - Habitat Loss (5_13).txt
12 - 2 - Habitat Loss (5_13).srt
12 - 2 - Habitat Loss (5_13).mp4
12 - 1 - Extinction (9_21).txt
12 - 1 - Extinction (9_21).srt
12 - 1 - Extinction (9_21).mp4
Lesson 11 Dinosaur Origins V2.pdf
11 - 3 - Rise of the Dinosaurs (6_18).txt
11 - 3 - Rise of the Dinosaurs (6_18).srt
11 - 3 - Rise of the Dinosaurs (6_18).mp4
11 - 2 - Diapsids (9_50).txt
11 - 2 - Diapsids (9_50).srt
11 - 2 - Diapsids (9_50).mp4
11 - 1 - Origins (3_07).txt
11 - 1 - Origins (3_07).srt
11 - 1 - Origins (3_07).mp4
Lesson 10 Palaeogeography and Plate Tectonics V2.pdf
10 - 3 - Effect on Dinosaurs (11_58).txt
10 - 3 - Effect on Dinosaurs (11_58).srt
10 - 3 - Effect on Dinosaurs (11_58).mp4
10 - 2 - Continental Movement (6_32).txt
10 - 2 - Continental Movement (6_32).srt
10 - 2 - Continental Movement (6_32).mp4
10 - 1 - Paleogeography (7_45).txt
10 - 1 - Paleogeography (7_45).srt
10 - 1 - Paleogeography (7_45).mp4
Lesson 1 the Skeleton V2.pdf
1 - 7 - Muscles (4_58).txt
1 - 7 - Muscles (4_58).srt
1 - 7 - Muscles (4_58).mp4
1 - 6 - Appearance (13_11).txt
1 - 6 - Appearance (13_11).srt
1 - 6 - Appearance (13_11).mp4
1 - 5 - Ornithischians (10_03).txt
1 - 5 - Ornithischians (10_03).srt
1 - 5 - Ornithischians (10_03).mp4
1 - 4 - Saurischians (7_28).txt
1 - 4 - Saurischians (7_28).srt
1 - 4 - Saurischians (7_28).mp4
1 - 3 - Skeleton (12_46).txt
1 - 3 - Skeleton (12_46).srt
1 - 3 - Skeleton (12_46).mp4
1 - 2 - Size (4_33).txt
1 - 2 - Size (4_33).srt
1 - 2 - Size (4_33).mp4
1 - 1 - Introduction (7_31).txt
1 - 1 - Introduction (7_31).srt
1 - 1 - Introduction (7_31).mp4
introstats-001
16_Optional_R_video_for_Week_8
15_Week_8-__The_Process_of_Statistical_Inquiry
14_Optional_R_videos_for_Week_7
13_Week_7-_Linear_Regression
12_Optional_R_videos_for_Week_6
11_Week_6-_Tests_Confidence_Intervals_and_Comparing_Two_Samples
10_Optional_R_videos_for_Week_5
09_Week_5-_Statistical_Tests_of_Significance
08_Optional_R_videos_for_Week_4
07_Week_4-_Confidence_Intervals
06_Optional_R_video_for_Week_3
05_Week_3-_Introduction_to_Probability
04_Optional_R_Videos_for_Week_2
03_Week_2-_Relationships_and_Data_Collection
02_Optional_R_Videos_for_Week_1
01_Week_1-_Summarising_Data
01_R_tutorial_for_8.2_8.3_1_Case_study_data.txt
01_R_tutorial_for_8.2_8.3_0_R_Console.txt
01_R_tutorial_for_8.2_8.3.txt
01_R_tutorial_for_8.2_8.3.srt
01_R_tutorial_for_8.2_8.3.R
01_R_tutorial_for_8.2_8.3.mp4
05_8.5_Optional_Final_Song.mp4
04_8.4_Formal_Analyses_and_Conclusions_0_CCD_data.txt
04_8.4_Formal_Analyses_and_Conclusions.txt
04_8.4_Formal_Analyses_and_Conclusions.srt
04_8.4_Formal_Analyses_and_Conclusions.mp4
03_8.3_The_First_Look_at_the_Data_0_CCD_data.txt
03_8.3_The_First_Look_at_the_Data.txt
03_8.3_The_First_Look_at_the_Data.srt
03_8.3_The_First_Look_at_the_Data.mp4
02_8.2_Study_Design.txt
02_8.2_Study_Design.srt
02_8.2_Study_Design.mp4
01_8.1_Introduction_to_the_Case_Study.txt
01_8.1_Introduction_to_the_Case_Study.srt
01_8.1_Introduction_to_the_Case_Study.mp4
02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations_1_Life_Expectancy_with_GDP_and_HIV.txt
02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations_0_R_Console.txt
02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.txt
02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.srt
02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.R
02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.mp4
01_R_tutorial_for_7.1_7.2_7.3_1_Skeleton_Data_new.txt
01_R_tutorial_for_7.1_7.2_7.3_0_R_Console.txt
01_R_tutorial_for_7.1_7.2_7.3.txt
01_R_tutorial_for_7.1_7.2_7.3.srt
01_R_tutorial_for_7.1_7.2_7.3.R
01_R_tutorial_for_7.1_7.2_7.3.mp4
04_7.4_Residual_Analysis_and_Transformations.txt
04_7.4_Residual_Analysis_and_Transformations.srt
04_7.4_Residual_Analysis_and_Transformations.mp4
03_7.3_Regression_Inference_and_Limitations.txt
03_7.3_Regression_Inference_and_Limitations.srt
03_7.3_Regression_Inference_and_Limitations.mp4
02_7.2_Regression_Coefficients_Residuals_and_Variances_1_Life_expectancy_data_with_GDP.txt
02_7.2_Regression_Coefficients_Residuals_and_Variances_0_Skeleton_data_with_quantitative_BMI.txt
02_7.2_Regression_Coefficients_Residuals_and_Variances.txt
02_7.2_Regression_Coefficients_Residuals_and_Variances.srt
02_7.2_Regression_Coefficients_Residuals_and_Variances.mp4
01_7.1_The_Linear_Regression_Formula_1_Life_expectancy_data_with_GDP.txt
01_7.1_The_Linear_Regression_Formula_0_Skeleton_data_with_quantitative_BMI.txt
01_7.1_The_Linear_Regression_Formula.txt
01_7.1_The_Linear_Regression_Formula.srt
01_7.1_The_Linear_Regression_Formula.mp4
03_R_tutorial_for_6.4_Comparing_Two_Means_1_Skeleton_Data.txt
03_R_tutorial_for_6.4_Comparing_Two_Means_0_R_Console.txt
03_R_tutorial_for_6.4_Comparing_Two_Means.txt
03_R_tutorial_for_6.4_Comparing_Two_Means.srt
03_R_tutorial_for_6.4_Comparing_Two_Means.R
03_R_tutorial_for_6.4_Comparing_Two_Means.mp4
02_R_tutorial_for_6.3_Comparing_Two_Proportions_0_R_Console.txt
02_R_tutorial_for_6.3_Comparing_Two_Proportions.txt
02_R_tutorial_for_6.3_Comparing_Two_Proportions.srt
02_R_tutorial_for_6.3_Comparing_Two_Proportions.R
02_R_tutorial_for_6.3_Comparing_Two_Proportions.mp4
01_R_tutorial_for_6.2_Matched_Pairs_1_Skeleton_Data.txt
01_R_tutorial_for_6.2_Matched_Pairs_0_Subtitles_(srt).srt
01_R_tutorial_for_6.2_Matched_Pairs_0_R_Console.txt
01_R_tutorial_for_6.2_Matched_Pairs.txt
01_R_tutorial_for_6.2_Matched_Pairs.srt
01_R_tutorial_for_6.2_Matched_Pairs.R
01_R_tutorial_for_6.2_Matched_Pairs.mp4
04_6.4_Comparing_Two_Means_1_Life_expectancy_with_region.txt
04_6.4_Comparing_Two_Means_0_Skeleton_data.txt
04_6.4_Comparing_Two_Means.txt
04_6.4_Comparing_Two_Means.srt
04_6.4_Comparing_Two_Means.mp4
03_6.3_Comparing_Two_Proportions.txt
03_6.3_Comparing_Two_Proportions.srt
03_6.3_Comparing_Two_Proportions.mp4
02_6.2_Matched_Pairs_0_Skeleton_data_with_Di_Gangi_and_Suchey_Brooks_age_differences.txt
02_6.2_Matched_Pairs.txt
02_6.2_Matched_Pairs.srt
02_6.2_Matched_Pairs.mp4
01_6.1_Connection_Between_Confidence_Intervals_and_Hypothesis_Testing_0_Body_temperature_data.txt
01_6.1_Connection_Between_Confidence_Intervals_and_Hypothesis_Testing.txt
01_6.1_Connection_Between_Confidence_Intervals_and_Hypothesis_Testing.srt
01_6.1_Connection_Between_Confidence_Intervals_and_Hypothesis_Testing.mp4
02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means_2_Body_temperature_data.txt
02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means_1_Plastic_surgery_data.txt
02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means_0_R_Console.txt
02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means.txt
02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means.srt
02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means.mp4
01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions_0_R_Console.txt
01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions.txt
01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions.srt
01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions.mp4
06_5.6_Some_General_Advice_About_Statistical_Tests.txt
06_5.6_Some_General_Advice_About_Statistical_Tests.srt
06_5.6_Some_General_Advice_About_Statistical_Tests.mp4
05_5.5_Power_and_Type_I_and_Type_II_Errors.txt
05_5.5_Power_and_Type_I_and_Type_II_Errors.srt
05_5.5_Power_and_Type_I_and_Type_II_Errors.mp4
04_5.4_Hypothesis_Testing_for_Means_2_Body_temperature_data.txt
04_5.4_Hypothesis_Testing_for_Means_1_Skeleton_data.txt
04_5.4_Hypothesis_Testing_for_Means_0_Perceived_age_change_data.txt
04_5.4_Hypothesis_Testing_for_Means.txt
04_5.4_Hypothesis_Testing_for_Means.srt
04_5.4_Hypothesis_Testing_for_Means.mp4
03_5.3_Hypothesis_Testing_for_Proportions.txt
03_5.3_Hypothesis_Testing_for_Proportions.srt
03_5.3_Hypothesis_Testing_for_Proportions.mp4
02_5.2_The_Structure_of_Statistical_Tests.txt
02_5.2_The_Structure_of_Statistical_Tests.srt
02_5.2_The_Structure_of_Statistical_Tests.mp4
01_5.1_Introduction_to_Statistical_Tests.txt
01_5.1_Introduction_to_Statistical_Tests.srt
01_5.1_Introduction_to_Statistical_Tests.mp4
03_R_tutorial_for_4.4_Confidence_Intervals_for_Means_2_Skeleton_Data.txt
03_R_tutorial_for_4.4_Confidence_Intervals_for_Means_1_Plastic_surgery_data.txt
03_R_tutorial_for_4.4_Confidence_Intervals_for_Means_0_R_Console.txt
03_R_tutorial_for_4.4_Confidence_Intervals_for_Means.txt
03_R_tutorial_for_4.4_Confidence_Intervals_for_Means.srt
03_R_tutorial_for_4.4_Confidence_Intervals_for_Means.mp4
02_R_tutorial_for_4.3_Sample_Size_for_Estimating_a_Proportion_0_R_Console.txt
02_R_tutorial_for_4.3_Sample_Size_for_Estimating_a_Proportion.txt
02_R_tutorial_for_4.3_Sample_Size_for_Estimating_a_Proportion.srt
02_R_tutorial_for_4.3_Sample_Size_for_Estimating_a_Proportion.mp4
01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions_0_R_Console.txt
01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions.txt
01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions.srt
01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions.mp4
05_4.5_Robustness_of_Confidence_Intervals.txt
05_4.5_Robustness_of_Confidence_Intervals.srt
05_4.5_Robustness_of_Confidence_Intervals.mp4
04_4.4_Confidence_Intervals_for_Means_1_Skeleton_data.txt
04_4.4_Confidence_Intervals_for_Means_0_Perceived_age_change_data.txt
04_4.4_Confidence_Intervals_for_Means.txt
04_4.4_Confidence_Intervals_for_Means.srt
04_4.4_Confidence_Intervals_for_Means.mp4
03_4.3_Sample_Size_for_Estimating_a_Proportion.txt
03_4.3_Sample_Size_for_Estimating_a_Proportion.srt
03_4.3_Sample_Size_for_Estimating_a_Proportion.mp4
02_4.2_Confidence_Intervals_for_Proportions.txt
02_4.2_Confidence_Intervals_for_Proportions.srt
02_4.2_Confidence_Intervals_for_Proportions.mp4
01_4.1_Introduction_to_Confidence_Intervals.txt
01_4.1_Introduction_to_Confidence_Intervals.srt
01_4.1_Introduction_to_Confidence_Intervals.mp4
01_R_tutorial_for_Week_3-_Introduction_to_Probability_0_R_Console.txt
01_R_tutorial_for_Week_3-_Introduction_to_Probability.txt
01_R_tutorial_for_Week_3-_Introduction_to_Probability.srt
01_R_tutorial_for_Week_3-_Introduction_to_Probability.mp4
05_3.5_Sampling_Distributions.txt
05_3.5_Sampling_Distributions.srt
05_3.5_Sampling_Distributions.mp4
04_3.4_Long-Run_Averages.txt
04_3.4_Long-Run_Averages.srt
04_3.4_Long-Run_Averages.mp4
03_3.3_Probability_Distributions.txt
03_3.3_Probability_Distributions.srt
03_3.3_Probability_Distributions.mp4
02_3.2_Some_Probability_Basics.txt
02_3.2_Some_Probability_Basics.srt
02_3.2_Some_Probability_Basics.mp4
01_3.1_The_Need_for_Probability.txt
01_3.1_The_Need_for_Probability.srt
01_3.1_The_Need_for_Probability.mp4
03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables_2_Skeleton_Data_new.txt
03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables_1_Life_Expectancy_with_GDP_and_HIV.txt
03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables_0_R_Console.txt
03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables.txt
03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables.srt
03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables.mp4
02_R_tutorial_for_2.2_Examining_Relationships_Between_Two_Categorical_Variables_1_Skeleton_Data.txt
02_R_tutorial_for_2.2_Examining_Relationships_Between_Two_Categorical_Variables_0_R_Console.txt
02_R_tutorial_for_2.2_Examining_Relationships_Between_Two_Categorical_Variables.txt
02_R_tutorial_for_2.2_Examining_Relationships_Between_Two_Categorical_Variables.srt
02_R_tutorial_for_2.2_Examining_Relationships_Between_Two_Categorical_Variables.mp4
01_R_tutorial_for_2.1_Relationships_Between_Quantitative_and_Categorical_Variables_2_Skeleton_Data.txt
01_R_tutorial_for_2.1_Relationships_Between_Quantitative_and_Categorical_Variables_1_Life_Expectancy_by_Region.txt
01_R_tutorial_for_2.1_Relationships_Between_Quantitative_and_Categorical_Variables_0_R_Console.txt
01_R_tutorial_for_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.txt
01_R_tutorial_for_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.srt
01_R_tutorial_for_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.mp4
06_2.6_Data_Collection_-_Experiments.txt
06_2.6_Data_Collection_-_Experiments.srt
06_2.6_Data_Collection_-_Experiments.mp4
05_2.5_Data_Collection_-_Observational_Studies.txt
05_2.5_Data_Collection_-_Observational_Studies.srt
05_2.5_Data_Collection_-_Observational_Studies.mp4
04_2.4_Data_Collection_-_Sampling.txt
04_2.4_Data_Collection_-_Sampling.srt
04_2.4_Data_Collection_-_Sampling.mp4
03_2.3_Relationships_Between_Two_Quantitative_Variables_1_Skeleton_data_with_quantitative_BMI.txt
03_2.3_Relationships_Between_Two_Quantitative_Variables_0_Life_expectancy_GDP_and_HIV.txt
03_2.3_Relationships_Between_Two_Quantitative_Variables.txt
03_2.3_Relationships_Between_Two_Quantitative_Variables.srt
03_2.3_Relationships_Between_Two_Quantitative_Variables.mp4
02_2.2_Examining_Relationships_Between_Two_Categorical_Variables_0_Skeleton_data.txt
02_2.2_Examining_Relationships_Between_Two_Categorical_Variables.txt
02_2.2_Examining_Relationships_Between_Two_Categorical_Variables.srt
02_2.2_Examining_Relationships_Between_Two_Categorical_Variables.mp4
01_2.1_Relationships_Between_Quantitative_and_Categorical_Variables_0_Life_expectancy_data_with_region.txt
01_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.txt
01_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.srt
01_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.mp4
07_R_tutorial_for_1.6_Categorical_Variables_2_Skeleton_Data.txt
07_R_tutorial_for_1.6_Categorical_Variables_1_Life_Expectancy_by_Region.txt
07_R_tutorial_for_1.6_Categorical_Variables_0_R_Console.txt
07_R_tutorial_for_1.6_Categorical_Variables.txt
07_R_tutorial_for_1.6_Categorical_Variables.srt
07_R_tutorial_for_1.6_Categorical_Variables.mp4
06_R_tutorial_for_1.5_The_Shape_of_The_Data_2_Skeleton_Data.txt
06_R_tutorial_for_1.5_The_Shape_of_The_Data_1_Life_Expectancy_data.txt
06_R_tutorial_for_1.5_The_Shape_of_The_Data_0_R_Console.txt
06_R_tutorial_for_1.5_The_Shape_of_The_Data.txt
06_R_tutorial_for_1.5_The_Shape_of_The_Data.srt
06_R_tutorial_for_1.5_The_Shape_of_The_Data.mp4
05_R_tutorial_for_1.4_The_Spread_of_The_Data_1_Life_Expectancy_data.txt
05_R_tutorial_for_1.4_The_Spread_of_The_Data_0_R_Console.txt
05_R_tutorial_for_1.4_The_Spread_of_The_Data.txt
05_R_tutorial_for_1.4_The_Spread_of_The_Data.srt
05_R_tutorial_for_1.4_The_Spread_of_The_Data.mp4
04_R_tutorial_for_1.3_The_Centre_of_The_Data_1_Skeleton_Data.txt
04_R_tutorial_for_1.3_The_Centre_of_The_Data_0_R_Console.txt
04_R_tutorial_for_1.3_The_Centre_of_The_Data.txt
04_R_tutorial_for_1.3_The_Centre_of_The_Data.srt
04_R_tutorial_for_1.3_The_Centre_of_The_Data.mp4
03_R_tutorial_for_1.2_Five_Number_Summary_1_Life_Expectancy_data.txt
03_R_tutorial_for_1.2_Five_Number_Summary_0_R_Console.txt
03_R_tutorial_for_1.2_Five_Number_Summary.txt
03_R_tutorial_for_1.2_Five_Number_Summary.srt
03_R_tutorial_for_1.2_Five_Number_Summary.mp4
02_Installing_R_-_PC.txt
02_Installing_R_-_PC.srt
02_Installing_R_-_PC.mp4
01_Installing_R_-_Mac_OSX.txt
01_Installing_R_-_Mac_OSX.srt
01_Installing_R_-_Mac_OSX.mp4
07_1.7_Some_Features_of_Data_1_NY_Red_Bulls_salary_data.txt
07_1.7_Some_Features_of_Data_0_Skeleton_data.txt
07_1.7_Some_Features_of_Data.txt
07_1.7_Some_Features_of_Data.srt
07_1.7_Some_Features_of_Data.mp4
06_1.6_Categorical_Variables_1_Skeleton_data.txt
06_1.6_Categorical_Variables_0_Life_expectancy_data_with_region.txt
06_1.6_Categorical_Variables.txt
06_1.6_Categorical_Variables.srt
06_1.6_Categorical_Variables.mp4
05_1.5_The_Shape_of_the_Data_2_NY_Red_Bulls_salary_data.txt
05_1.5_The_Shape_of_the_Data_1_Skeleton_data.txt
05_1.5_The_Shape_of_the_Data_0_Life_expectancy_data.txt
05_1.5_The_Shape_of_the_Data.txt
05_1.5_The_Shape_of_the_Data.srt
05_1.5_The_Shape_of_the_Data.mp4
04_1.4_The_Spread_of_the_Data_1_NY_Red_Bulls_salary_data.txt
04_1.4_The_Spread_of_the_Data_0_Life_expectancy_data.txt
04_1.4_The_Spread_of_the_Data.txt
04_1.4_The_Spread_of_the_Data.srt
04_1.4_The_Spread_of_the_Data.mp4
03_1.3_The_Centre_of_the_Data_and_the_Effects_of_Extreme_Values_1_NY_Red_Bulls_salary_data.txt
03_1.3_The_Centre_of_the_Data_and_the_Effects_of_Extreme_Values_0_Skeleton_data.txt
03_1.3_The_Centre_of_the_Data_and_the_Effects_of_Extreme_Values.txt
03_1.3_The_Centre_of_the_Data_and_the_Effects_of_Extreme_Values.srt
03_1.3_The_Centre_of_the_Data_and_the_Effects_of_Extreme_Values.mp4
02_1.2_Five_Number_Summary_0_Life_expectancy_data.txt
02_1.2_Five_Number_Summary.txt
02_1.2_Five_Number_Summary.srt
02_1.2_Five_Number_Summary.mp4
01_1.1_Introduction.txt
01_1.1_Introduction.srt
01_1.1_Introduction.mp4
ModelThinking.zip
MiningMassiveDatasets.zip
DataVisualization.zip
R Programming
Model Thinking _ Scott Page
data analysis and statistical inference
Week 4
Week 3
Week 2
Week 1
Background Material
simulation.pdf
profiler.pdf
5 - 5 - R Profiler (part 2) [10-26].txt
5 - 5 - R Profiler (part 2) [10-26].srt
5 - 5 - R Profiler (part 2) [10-26].mp4
5 - 4 - R Profiler (part 1) [10-39].txt
5 - 4 - R Profiler (part 1) [10-39].srt
5 - 4 - R Profiler (part 1) [10-39].mp4
5 - 3 - Simulation (part 2) [7-02].txt
5 - 3 - Simulation (part 2) [7-02].srt
5 - 3 - Simulation (part 2) [7-02].mp4
5 - 2 - Simulation (part 1) [7-47].txt
5 - 2 - Simulation (part 1) [7-47].srt
5 - 2 - Simulation (part 1) [7-47].mp4
5 - 1 - The str Function [6-08].txt
5 - 1 - The str Function [6-08].srt
5 - 1 - The str Function [6-08].mp4
tapply.pdf
split.pdf
mapply.pdf
lapply.pdf
debugging.pdf
apply.pdf
4 - 8 - Debugging Tools (part 3) [8-21].txt
4 - 8 - Debugging Tools (part 3) [8-21].srt
4 - 8 - Debugging Tools (part 3) [8-21].mp4
4 - 7 - Debugging Tools (part 2) [6-25].txt
4 - 7 - Debugging Tools (part 2) [6-25].srt
4 - 7 - Debugging Tools (part 2) [6-25].mp4
4 - 6 - Debugging Tools (part 1) [12-33].txt
4 - 6 - Debugging Tools (part 1) [12-33].srt
4 - 6 - Debugging Tools (part 1) [12-33].mp4
4 - 5 - split [9-09].txt
4 - 5 - split [9-09].srt
4 - 5 - split [9-09].mp4
4 - 4 - tapply [3-17].txt
4 - 4 - tapply [3-17].srt
4 - 4 - tapply [3-17].mp4
4 - 3 - mapply [4-46].txt
4 - 3 - mapply [4-46].srt
4 - 3 - mapply [4-46].mp4
4 - 2 - apply [7-21].txt
4 - 2 - apply [7-21].srt
4 - 2 - apply [7-21].mp4
4 - 1 - lapply [9-23].txt
4 - 1 - lapply [9-23].srt
4 - 1 - lapply [9-23].mp4
Scoping.pdf
functions.pdf
Dates.pdf
ControlStructures.pdf
CodingStandard.pdf
3 - 9 - Coding Standards [8-59].txt
3 - 9 - Coding Standards [8-59].srt
3 - 9 - Coding Standards [8-59].mp4
3 - 8 - Scoping Rules (part 3) [9-21].txt
3 - 8 - Scoping Rules (part 3) [9-21].srt
3 - 8 - Scoping Rules (part 3) [9-21].mp4
3 - 7 - Scoping Rules (part 2) [8-34].txt
3 - 7 - Scoping Rules (part 2) [8-34].srt
3 - 7 - Scoping Rules (part 2) [8-34].mp4
3 - 6 - Scoping Rules (part 1) [10-32].txt
3 - 6 - Scoping Rules (part 1) [10-32].srt
3 - 6 - Scoping Rules (part 1) [10-32].mp4
3 - 5 - Functions (part 2) [7-13].txt
3 - 5 - Functions (part 2) [7-13].srt
3 - 5 - Functions (part 2) [7-13].mp4
3 - 4 - Functions (part 1) [9-17].txt
3 - 4 - Functions (part 1) [9-17].srt
3 - 4 - Functions (part 1) [9-17].mp4
3 - 3 - Your First R Function [10-29].txt
3 - 3 - Your First R Function [10-29].srt
3 - 3 - Your First R Function [10-29].mp4
3 - 2 - Control Structures (part 2) [8-11].txt
3 - 2 - Control Structures (part 2) [8-11].srt
3 - 2 - Control Structures (part 2) [8-11].mp4
3 - 10 - Dates and Times [10-29].txt
3 - 10 - Dates and Times [10-29].srt
3 - 10 - Dates and Times [10-29].mp4
3 - 1 - Control Structures (part 1) [7-10].txt
3 - 1 - Control Structures (part 1) [7-10].srt
3 - 1 - Control Structures (part 1) [7-10].mp4
Vectorized.pdf
Subsetting.pdf
reading_data_II.pdf
reading_data_I.pdf
OverviewHistoryR.pdf
help.pdf
DataTypes.pdf
2 - 9 - Vectorized Operations [3-46].txt
2 - 9 - Vectorized Operations [3-46].srt
2 - 9 - Vectorized Operations [3-46].mp4
2 - 8 - Subsetting (part 2) [10-18].txt
2 - 8 - Subsetting (part 2) [10-18].srt
2 - 8 - Subsetting (part 2) [10-18].mp4
2 - 7 - Subsetting (part 1) [7-01].txt
2 - 7 - Subsetting (part 1) [7-01].srt
2 - 7 - Subsetting (part 1) [7-01].mp4
2 - 6 - Data Types (part 3) [11-51].txt
2 - 6 - Data Types (part 3) [11-51].srt
2 - 6 - Data Types (part 3) [11-51].mp4
2 - 5 - Data Types (part 2) [9-45].txt
2 - 5 - Data Types (part 2) [9-45].srt
2 - 5 - Data Types (part 2) [9-45].mp4
2 - 4 - Data Types (part 1) [9-26].txt
2 - 4 - Data Types (part 1) [9-26].srt
2 - 4 - Data Types (part 1) [9-26].mp4
2 - 3 - Getting Help [13-53].txt
2 - 3 - Getting Help [13-53].srt
2 - 3 - Getting Help [13-53].mp4
2 - 2 - Overview and History of R [16-07].txt
2 - 2 - Overview and History of R [16-07].srt
2 - 2 - Overview and History of R [16-07].mp4
2 - 12 - Introduction to swirl.txt
2 - 12 - Introduction to swirl.srt
2 - 12 - Introduction to swirl.mp4
2 - 11 - Reading and Writing Data (part 2) [9-30].txt
2 - 11 - Reading and Writing Data (part 2) [9-30].srt
2 - 11 - Reading and Writing Data (part 2) [9-30].mp4
2 - 10 - Reading and Writing Data (part 1) [12-55].txt
2 - 10 - Reading and Writing Data (part 1) [12-55].srt
2 - 10 - Reading and Writing Data (part 1) [12-55].mp4
2 - 1 - Introduction.txt
2 - 1 - Introduction.srt
2 - 1 - Introduction.mp4
1 - 6 - Use R version 3.1.1.txt
1 - 6 - Use R version 3.1.1.srt
1 - 6 - Use R version 3.1.1.mp4
1 - 5 - Writing Code _ Setting Your Working Directory (Mac).txt
1 - 5 - Writing Code _ Setting Your Working Directory (Mac).srt
1 - 5 - Writing Code _ Setting Your Working Directory (Mac).mp4
1 - 4 - Writing Code _ Setting Your Working Directory (Windows).txt
1 - 4 - Writing Code _ Setting Your Working Directory (Windows).srt
1 - 4 - Writing Code _ Setting Your Working Directory (Windows).mp4
1 - 3 - Installing R Studio (Mac).txt
1 - 3 - Installing R Studio (Mac).srt
1 - 3 - Installing R Studio (Mac).mp4
1 - 2 - Installing R on a Mac.txt
1 - 2 - Installing R on a Mac.srt
1 - 2 - Installing R on a Mac.mp4
1 - 1 - Installing R on Windows_2.mp4
1 - 1 - Installing R on Windows.txt
1 - 1 - Installing R on Windows.srt
1 - 1 - Installing R on Windows.mp4
Section 20 Prediction and the Many Model Thinker
Section 19 Learning Models Replicator Dynamics
Section 18 Mechanism Design
Section 17 prison-ners' Dilemma and Collective Action
Section 16 Colonel Blotto
Section 15 Randomness and Random Walks
Section 14 Networks
Section 13 Path Dependence
Section 12 Coordination and Culture
Section 11 Lyapunov Functions
Section 10 Markov Processes
Section 09 Diversity and Innovation
Section 08 Economic Growth
Section 07 Tipping Points
Section 06 Categorical and Linear Models
Section 05 Thinking Electrons Modeling People
Section 04 Decision Models
Section 03 Aggregation
Section 02 Segregation and Peer Effects
Section 01 Why Model
21 - 4 - 20.4) The Many Model Thinker (7-11).srt
21 - 4 - 20.4) The Many Model Thinker (7-11).mp4
21 - 3 - 20.3) Diversity Prediction Theorem (11-54).srt
21 - 3 - 20.3) Diversity Prediction Theorem (11-54).mp4
21 - 2 - 20.2) Linear Models (5-02).srt
21 - 2 - 20.2) Linear Models (5-02).mp4
21 - 1 - 20.1) Prediction (2-25).srt
21 - 1 - 20.1) Prediction (2-25).mp4
20 - 4 - 19.4) Variation or Six Sigma (5-39).srt
20 - 4 - 19.4) Variation or Six Sigma (5-39).mp4
20 - 3 - 19.3) Fisher-'s Theorem (11-57).srt
20 - 3 - 19.3) Fisher-'s Theorem (11-57).mp4
20 - 2 - 19.2) The Replicator Equation (13-29).srt
20 - 2 - 19.2) The Replicator Equation (13-29).mp4
20 - 1 - 19.1) Replicator Dynamics (4-37).srt
20 - 1 - 19.1) Replicator Dynamics (4-37).mp4
19 - 4 - 18.4) Public Projects (12-21).srt
19 - 4 - 18.4) Public Projects (12-21).mp4
19 - 3 - 18.3) Auctions (19-59).srt
19 - 3 - 18.3) Auctions (19-59).mp4
19 - 2 - 18.2) Hidden Action and Hidden Information (9-53).srt
19 - 2 - 18.2) Hidden Action and Hidden Information (9-53).mp4
19 - 1 - 18.1) Mechanism Design (4-00).srt
19 - 1 - 18.1) Mechanism Design (4-00).mp4
18 - 5 - 17.5) No Panacea (6-03).srt
18 - 5 - 17.5) No Panacea (6-03).mp4
18 - 4 - 17.4) Collective Action and Common Pool Resource Problems (7-23).srt
18 - 4 - 17.4) Collective Action and Common Pool Resource Problems (7-23).mp4
18 - 3 - 17.3) Seven Ways To Cooperation (15-20).srt
18 - 3 - 17.3) Seven Ways To Cooperation (15-20).mp4
18 - 2 - 17.2) The Prison-ners-' Dilemma Game (13-45).srt
18 - 2 - 17.2) The Prison-ners-' Dilemma Game (13-45).mp4
18 - 1 - 17.1) Intro- The Prison-ners-' Dilemma and Collective Action (3-44).srt
18 - 1 - 17.1) Intro- The Prison-ners-' Dilemma and Collective Action (3-44).mp4
17 - 5 - 16.5) Blotto and Competition (10-41).srt
17 - 5 - 16.5) Blotto and Competition (10-41).mp4
17 - 4 - 16.4) Blotto- Troop Advantages (6-27).srt
17 - 4 - 16.4) Blotto- Troop Advantages (6-27).mp4
17 - 3 - 16.3) Applications of Colonel Blotto (7-08).srt
17 - 3 - 16.3) Applications of Colonel Blotto (7-08).mp4
17 - 2 - 16.2) Blotto- No Best Strategy (7-27).srt
17 - 2 - 16.2) Blotto- No Best Strategy (7-27).mp4
17 - 1 - 16.1) Colonel Blotto Game (1-53).srt
17 - 1 - 16.1) Colonel Blotto Game (1-53).mp4
16 - 6 - 15.6) Finite Memory Random Walks (8-18).srt
16 - 6 - 15.6) Finite Memory Random Walks (8-18).mp4
16 - 5 - 15.5) Random Walks and Wall Street (7-51).srt
16 - 5 - 15.5) Random Walks and Wall Street (7-51).mp4
16 - 4 - 15.4) Random Walks (12-29).srt
16 - 4 - 15.4) Random Walks (12-29).mp4
16 - 3 - 15.3) Skill and Luck (8-28).srt
16 - 3 - 15.3) Skill and Luck (8-28).mp4
16 - 2 - 15.2) Sources of Randomness (5-15).srt
16 - 2 - 15.2) Sources of Randomness (5-15).mp4
16 - 1 - 15.1) Randomness and Random Walk Models (3-05).srt
16 - 1 - 15.1) Randomness and Random Walk Models (3-05).mp4
15 - 4 - 14.4) Network Function (13-10).srt
15 - 4 - 14.4) Network Function (13-10).mp4
15 - 3 - 14.3) The Logic of Network Formation (10-03).srt
15 - 3 - 14.3) The Logic of Network Formation (10-03).mp4
15 - 2 - 14.2) The Structure of Networks (19-30).srt
15 - 2 - 14.2) The Structure of Networks (19-30).mp4
15 - 1 - 14.1) Networks (7-04).srt
15 - 1 - 14.1) Networks (7-04).mp4
14 - 6 - 13.6) Path Dependent or Tipping Point (9-52).srt
14 - 6 - 13.6) Path Dependent or Tipping Point (9-52).mp4
14 - 5 - 13.5) Path Dependence and Increasing Returns (12-31).srt
14 - 5 - 13.5) Path Dependence and Increasing Returns (12-31).mp4
14 - 4 - 13.4) Path Dependence and Chaos (11-08).srt
14 - 4 - 13.4) Path Dependence and Chaos (11-08).mp4
14 - 3 - 13.3) Mathematics on Urn Models (14-46).srt
14 - 3 - 13.3) Mathematics on Urn Models (14-46).mp4
14 - 2 - 13.2) Urn Models (16-26).srt
14 - 2 - 13.2) Urn Models (16-26).mp4
14 - 1 - 13.1) Path Dependence (7-23).srt
14 - 1 - 13.1) Path Dependence (7-23).mp4
13 - 5 - 12.5) Coordination and Consistency (17-03).srt
13 - 5 - 12.5) Coordination and Consistency (17-03).mp4
13 - 4 - 12.4) Emergence of Culture (11-01).srt
13 - 4 - 12.4) Emergence of Culture (11-01).mp4
13 - 3 - 12.3) Pure Coordination Game (13-48).srt
13 - 3 - 12.3) Pure Coordination Game (13-48).mp4
13 - 2 - 12.2) What Is Culture And Why Do We Care- (15-43).srt
13 - 2 - 12.2) What Is Culture And Why Do We Care- (15-43).mp4
13 - 1 - 12.1) Coordination and Culture (3-37).srt
13 - 1 - 12.1) Coordination and Culture (3-37).mp4
12 - 6 - 11.6) Lyapunov or Markov (7-24).srt
12 - 6 - 11.6) Lyapunov or Markov (7-24).mp4
12 - 5 - 11.5) Lyapunov- Fun and Deep (8-40).srt
12 - 5 - 11.5) Lyapunov- Fun and Deep (8-40).mp4
12 - 4 - 11.4) Time to Convergence and Optimality (8-04).srt
12 - 4 - 11.4) Time to Convergence and Optimality (8-04).mp4
12 - 3 - 11.3) Exchange Economies and Externalities (9-18).srt
12 - 3 - 11.3) Exchange Economies and Externalities (9-18).mp4
12 - 2 - 11.2) The Organization of Cities (12-14).srt
12 - 2 - 11.2) The Organization of Cities (12-14).mp4
12 - 1 - 11.1) Lyapunov Functions (9-13).srt
12 - 1 - 11.1) Lyapunov Functions (9-13).mp4
11 - 5 - 10.5) Exapting the Markov Model (10-11).srt
11 - 5 - 10.5) Exapting the Markov Model (10-11).mp4
11 - 4 - 10.4) Markov Convergence Theorem (10-33).srt
11 - 4 - 10.4) Markov Convergence Theorem (10-33).mp4
11 - 3 - 10.3) Markov Model of Democratization (8-21).srt
11 - 3 - 10.3) Markov Model of Democratization (8-21).mp4
11 - 2 - 10.2) A Simple Markov Model (11-27).srt
11 - 2 - 10.2) A Simple Markov Model (11-27).mp4
11 - 1 - 10.1) Markov Models (4-26).srt
11 - 1 - 10.1) Markov Models (4-26).mp4
10 - 5 - 9.5) Recombination (11-02).srt
10 - 5 - 9.5) Recombination (11-02).mp4
10 - 4 - 9.4) Teams and Problem Solving (11-05).srt
10 - 4 - 9.4) Teams and Problem Solving (11-05).mp4
10 - 3 - 9.3) Heuristics (9-29).srt
10 - 3 - 9.3) Heuristics (9-29).mp4
10 - 2 - 9.2) Perspectives and Innovation (16-57).srt
10 - 2 - 9.2) Perspectives and Innovation (16-57).mp4
10 - 1 - 9.1) Problem Solving and Innovation (5-06).srt
10 - 1 - 9.1) Problem Solving and Innovation (5-06).mp4
9 - 6 - 8.6) Why Do Some Countries Not Grow- (11-30).srt
9 - 6 - 8.6) Why Do Some Countries Not Grow- (11-30).mp4
9 - 5 - 8.5) WIll China Continue to Grow- (11-55).srt
9 - 5 - 8.5) WIll China Continue to Grow- (11-55).mp4
9 - 4 - 8.4) Solow Growth Model (11-41).srt
9 - 4 - 8.4) Solow Growth Model (11-41).mp4
9 - 3 - 8.3) Basic Growth Model (13-59).srt
9 - 3 - 8.3) Basic Growth Model (13-59).mp4
9 - 2 - 8.2) Exponential Growth (10-53).srt
9 - 2 - 8.2) Exponential Growth (10-53).mp4
9 - 1 - 8.1) Introduction To Growth (6-43).srt
9 - 1 - 8.1) Introduction To Growth (6-43).mp4
8 - 6 - 7.6) Measuring Tips (13-39).srt
8 - 6 - 7.6) Measuring Tips (13-39).mp4
8 - 5 - 7.5) Classifying Tipping Points (8-26).srt
8 - 5 - 7.5) Classifying Tipping Points (8-26).mp4
8 - 4 - 7.4) Contagion Models 2- SIS Model (9-12).srt
8 - 4 - 7.4) Contagion Models 2- SIS Model (9-12).mp4
8 - 3 - 7.3) Contagion Models 1- Diffusion (7-24).srt
8 - 3 - 7.3) Contagion Models 1- Diffusion (7-24).mp4
8 - 2 - 7.2) Percolation Models (11-48).srt
8 - 2 - 7.2) Percolation Models (11-48).mp4
8 - 1 - 7.1) Tipping Points (5-58).srt
8 - 1 - 7.1) Tipping Points (5-58).mp4
7 - 7 - 6.7) The Big Coefficient vs The New Reality (11-26).srt
7 - 7 - 6.7) The Big Coefficient vs The New Reality (11-26).mp4
7 - 6 - 6.6) From Linear to Nonlinear (6-11).srt
7 - 6 - 6.6) From Linear to Nonlinear (6-11).mp4
7 - 5 - 6.5) Reading Regression Output (11-44).srt
7 - 5 - 6.5) Reading Regression Output (11-44).mp4
7 - 4 - 6.4) Fitting Lines to Data (11-48).srt
7 - 4 - 6.4) Fitting Lines to Data (11-48).mp4
7 - 3 - 6.3) Linear Models (8-10).srt
7 - 3 - 6.3) Linear Models (8-10).mp4
7 - 2 - 6.2) Categorical Models (15-13).srt
7 - 2 - 6.2) Categorical Models (15-13).mp4
7 - 1 - 6.1) Introduction to Linear Models (4-27).srt
7 - 1 - 6.1) Introduction to Linear Models (4-27).mp4
6 - 5 - 5.5) When Does Behavior Matter- (12-40).srt
6 - 5 - 5.5) When Does Behavior Matter- (12-40).mp4
6 - 4 - 5.4) Rule Based Models (12-30).srt
6 - 4 - 5.4) Rule Based Models (12-30).mp4
6 - 3 - 5.3) Behavioral Models (12-49).srt
6 - 3 - 5.3) Behavioral Models (12-49).mp4
6 - 2 - 5.2) Rational Actor Models (16-09).srt
6 - 2 - 5.2) Rational Actor Models (16-09).mp4
6 - 1 - 5.1) Thinking Electrons- Modeling People (6-29).srt
6 - 1 - 5.1) Thinking Electrons- Modeling People (6-29).mp4
5 - 6 - 4.6) Value of Information (8-41).srt
5 - 6 - 4.6) Value of Information (8-41).mp4
5 - 5 - 4.5) Decision Trees (14-38).srt
5 - 5 - 4.5) Decision Trees (14-38).mp4
5 - 4 - 4.4) Probability- The Basics (10-06).srt
5 - 4 - 4.4) Probability- The Basics (10-06).mp4
5 - 3 - 4.3) Spatial Choice Models (11-08).srt
5 - 3 - 4.3) Spatial Choice Models (11-08).mp4
5 - 2 - 4.2) Multi-Criterion Decision Making (8-18).srt
5 - 2 - 4.2) Multi-Criterion Decision Making (8-18).mp4
5 - 1 - 4.1) Introduction to Decision Making (5-37).srt
5 - 1 - 4.1) Introduction to Decision Making (5-37).mp4
4 - 6 - 3.6) Preference Aggregation (12-19).srt
4 - 6 - 3.6) Preference Aggregation (12-19).mp4
4 - 5 - 3.5) Cellular Automata (18-07).srt
4 - 5 - 3.5) Cellular Automata (18-07).mp4
4 - 4 - 3.4) Game of Life (14-36).srt
4 - 4 - 3.4) Game of Life (14-36).mp4
4 - 3 - 3.3) Six Sigma (5-11).srt
4 - 3 - 3.3) Six Sigma (5-11).mp4
4 - 2 - 3.2) Central Limit Theorem (18-52).srt
4 - 2 - 3.2) Central Limit Theorem (18-52).mp4
4 - 1 - 3.1) Aggregation (10-15).srt
4 - 1 - 3.1) Aggregation (10-15).mp4
3 - 6 - 2.6) The Identification Problem (10-18).srt
3 - 6 - 2.6) The Identification Problem (10-18).mp4
3 - 5 - 2.5) The Standing Ovation Model (18-05).srt
3 - 5 - 2.5) The Standing Ovation Model (18-05).mp4
3 - 4 - 2.4) Peer Effects (6-58).srt
3 - 4 - 2.4) Peer Effects (6-58).mp4
3 - 3 - 2.3) Measuring Segregation (11-30).mp4
3 - 2 - 2.3) 字幕暂缺.txt
3 - 2 - 2.2) Schelling-'s Segregation Model (11-30).srt
3 - 2 - 2.2) Schelling-'s Segregation Model (11-30).mp4
3 - 1 - 2.1) Sorting and Peer Effects Introduction (5-11).srt
3 - 1 - 2.1) Sorting and Peer Effects Introduction (5-11).mp4
2 - 5 - Lecture 1.5) Using Models to Decide, Strategize, and Design (15-26).srt
2 - 5 - Lecture 1.5) Using Models to Decide, Strategize, and Design (15-26).mp4
2 - 4 - Lecture 1.4) Using and Understanding Data (10-14).srt
2 - 4 - Lecture 1.4) Using and Understanding Data (10-14).mp4
2 - 3 - Lecture 1.3) Thinking More Clearly (10-50).srt
2 - 3 - Lecture 1.3) Thinking More Clearly (10-50).mp4
2 - 2 - Lecture 1.2) Intelligent Citizens of the World (11-31).srt
2 - 2 - Lecture 1.2) Intelligent Citizens of the World (11-31).mp4
2 - 1 - Lecture 1.1) Why Model- (8-53).srt
2 - 1 - Lecture 1.1) Why Model- (8-53).mp4
week 5.zip
week 4.zip
week 3.zip
week 2.zip
Week 1.zip
unit 7.zip
Unit 6.zip
8 - 1 - Review - Frequentist vs. Bayesian Inference (28-27).mp4
Stanford Statistical Learning 2014
Mining Massive Datasets
Getting and Cleaning Data
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bookL.pdf
13_TrustRank_10-05.txt
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13_TrustRank_10-05.pdf
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12_Spam_Farms_8-00.txt
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03_Sets_and_Strings_With_a_High_Degree_of_Similarity_11-29_Advanced.txt
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08_Examples_of_Eigendecompositions_of_Graphs_6-16_Advanced.txt
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06_What_Makes_a_Good_Cluster_8-48_Advanced.txt
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04_Solving_the_BIGCLAM_9-19.txt
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06_Finding_Duplicate_News_Articles_6-08.mp4
05_Fingerprint_Matching_7-07.txt
05_Fingerprint_Matching_7-07.srt
05_Fingerprint_Matching_7-07.pdf
05_Fingerprint_Matching_7-07.mp4
04_Applications_of_LSH_11-40.txt
04_Applications_of_LSH_11-40.srt
04_Applications_of_LSH_11-40.pdf
04_Applications_of_LSH_11-40.mp4
03_Locality-Sensitive_Hashing_19-24.txt
03_Locality-Sensitive_Hashing_19-24.srt
03_Locality-Sensitive_Hashing_19-24.pdf
03_Locality-Sensitive_Hashing_19-24.mp4
02_Minhashing_25-18.txt
02_Minhashing_25-18.srt
02_Minhashing_25-18.pdf
02_Minhashing_25-18.mp4
01_Finding_Similar_Sets_13-37.txt
01_Finding_Similar_Sets_13-37.srt
01_Finding_Similar_Sets_13-37.pdf
01_Finding_Similar_Sets_13-37.mp4
11_How_we_Really_Compute_PageRank_13-49.txt
11_How_we_Really_Compute_PageRank_13-49.srt
11_How_we_Really_Compute_PageRank_13-49.pdf
11_How_we_Really_Compute_PageRank_13-49.mp4
10_Why_Teleports_Solve_the_Problem_12-26.txt
10_Why_Teleports_Solve_the_Problem_12-26.srt
10_Why_Teleports_Solve_the_Problem_12-26.pdf
10_Why_Teleports_Solve_the_Problem_12-26.mp4
09_PageRank-_The_Google_Formulation_12-08.txt
09_PageRank-_The_Google_Formulation_12-08.srt
09_PageRank-_The_Google_Formulation_12-08.pdf
09_PageRank-_The_Google_Formulation_12-08.mp4
08_PageRank-_Power_Iteration_10-34.txt
08_PageRank-_Power_Iteration_10-34.srt
08_PageRank-_Power_Iteration_10-34.pdf
08_PageRank-_Power_Iteration_10-34.mp4
07_PageRank-_The_Matrix_Formulation_8-02.txt
07_PageRank-_The_Matrix_Formulation_8-02.srt
07_PageRank-_The_Matrix_Formulation_8-02.pdf
07_PageRank-_The_Matrix_Formulation_8-02.mp4
06_PageRank-_The_Flow_Formulation_9-16.txt
06_PageRank-_The_Flow_Formulation_9-16.srt
06_PageRank-_The_Flow_Formulation_9-16.pdf
06_PageRank-_The_Flow_Formulation_9-16.mp4
05_Link_Analysis_and_PageRank_9-39.txt
05_Link_Analysis_and_PageRank_9-39.srt
05_Link_Analysis_and_PageRank_9-39.pdf
05_Link_Analysis_and_PageRank_9-39.mp4
04_Combiners_and_Partition_Functions_12-17_Advanced.txt
04_Combiners_and_Partition_Functions_12-17_Advanced.srt
04_Combiners_and_Partition_Functions_12-17_Advanced.pdf
04_Combiners_and_Partition_Functions_12-17_Advanced.mp4
03_Scheduling_and_Data_Flow_12-43.txt
03_Scheduling_and_Data_Flow_12-43.srt
03_Scheduling_and_Data_Flow_12-43.pdf
03_Scheduling_and_Data_Flow_12-43.mp4
02_The_MapReduce_Computational_Model_22-04.txt
02_The_MapReduce_Computational_Model_22-04.srt
02_The_MapReduce_Computational_Model_22-04.pdf
02_The_MapReduce_Computational_Model_22-04.mp4
01_Distributed_File_Systems_15-50.txt
01_Distributed_File_Systems_15-50.srt
01_Distributed_File_Systems_15-50.pdf
01_Distributed_File_Systems_15-50.mp4
Week4
Week3
Week2
Week1
4 - 5 - Data Resources (3-33).txt
4 - 5 - Data Resources (3-33).srt
4 - 5 - Data Resources (3-33).mp4
4 - 4 - Working with Dates (6-02).txt
4 - 4 - Working with Dates (6-02).srt
4 - 4 - Working with Dates (6-02).mp4
4 - 3 - Regular Expressions II (8-00).txt
4 - 3 - Regular Expressions II (8-00).srt
4 - 3 - Regular Expressions II (8-00).mp4
4 - 2 - Regular Expressions I (5-16).txt
4 - 2 - Regular Expressions I (5-16).srt
4 - 2 - Regular Expressions I (5-16).mp4
4 - 1 - Editing Text Variables (10-46).txt
4 - 1 - Editing Text Variables (10-46).srt
4 - 1 - Editing Text Variables (10-46).mp4
04_05_dataResources.pdf
04_04_workingWithDates.pdf
04_03_regularExpressionsII.pdf
04_02_regularExpressions.pdf
04_01_editingTextVariables.pdf
3 - 5 - Merging Data (6-19).txt
3 - 5 - Merging Data (6-19).srt
3 - 5 - Merging Data (6-19).mp4
3 - 4 - Reshaping Data (9-13).txt
3 - 4 - Reshaping Data (9-13).srt
3 - 4 - Reshaping Data (9-13).mp4
3 - 3 - Creating New Variables (10-32).txt
3 - 3 - Creating New Variables (10-32).srt
3 - 3 - Creating New Variables (10-32).mp4
3 - 2 - Summarizing Data (11-37).txt
3 - 2 - Summarizing Data (11-37).srt
3 - 2 - Summarizing Data (11-37).mp4
3 - 1 - Subsetting and Sorting (6-51).txt
3 - 1 - Subsetting and Sorting (6-51).srt
3 - 1 - Subsetting and Sorting (6-51).mp4
03_05_mergingData.pdf
03_04_reshapingData.pdf
03_03_creatingNewVariables.pdf
03_02_summarizingData.pdf
03_01_subsettingAndSorting.pdf
2 - 5 - Reading From Other Sources (4-44).txt
2 - 5 - Reading From Other Sources (4-44).srt
2 - 5 - Reading From Other Sources (4-44).mp4
2 - 4 - Reading From APIs (7-57).txt
2 - 4 - Reading From APIs (7-57).srt
2 - 4 - Reading From APIs (7-57).mp4
2 - 3 - Reading from The Web (6-47).txt
2 - 3 - Reading from The Web (6-47).srt
2 - 3 - Reading from The Web (6-47).mp4
2 - 2 - Reading from HDF5 (6-45).txt
2 - 2 - Reading from HDF5 (6-45).srt
2 - 2 - Reading from HDF5 (6-45).mp4
2 - 1 - Reading from MySQL (14-44).txt
2 - 1 - Reading from MySQL (14-44).srt
2 - 1 - Reading from MySQL (14-44).mp4
02_05_readingFromOtherSources.pdf
02_04_readingFromAPIs.pdf
02_03_readingFromTheWeb.pdf
02_02_readingHDF5.pdf
02_01_readingMySQL.pdf
1 - 9 - The data.table Package (11-18).txt
1 - 9 - The data.table Package (11-18).srt
1 - 9 - The data.table Package (11-18).mp4
1 - 8 - Reading JSON (5-03).txt
1 - 8 - Reading JSON (5-03).srt
1 - 8 - Reading JSON (5-03).mp4
1 - 7 - Reading XML (12-39).txt
1 - 7 - Reading XML (12-39).srt
1 - 7 - Reading XML (12-39).mp4
1 - 6 - Reading Excel Files (3-55).txt
1 - 6 - Reading Excel Files (3-55).srt
1 - 6 - Reading Excel Files (3-55).mp4
1 - 5 - Reading Local Files (4-55).txt
1 - 5 - Reading Local Files (4-55).srt
1 - 5 - Reading Local Files (4-55).mp4
1 - 4 - Downloading Files (7-09).txt
1 - 4 - Downloading Files (7-09).srt
1 - 4 - Downloading Files (7-09).mp4
1 - 3 - Components of Tidy Data (9-25).txt
1 - 3 - Components of Tidy Data (9-25).srt
1 - 3 - Components of Tidy Data (9-25).mp4
1 - 2 - Raw and Processed Data (7-07).txt
1 - 2 - Raw and Processed Data (7-07).srt
1 - 2 - Raw and Processed Data (7-07).mp4
1 - 1 - Obtaining Data Motivation (5-38).txt
1 - 1 - Obtaining Data Motivation (5-38).srt
1 - 1 - Obtaining Data Motivation (5-38) .mp4
01_09_dataTable.pdf
01_08_readingJSON.pdf
01_07_readingXML.pdf
01_06_readingExcelFiles.pdf
01_05_readingLocalFiles.pdf
01_04_downLoadingFiles.pdf
01_03_componentsOfTidyData.pdf
01_02_rawAndProcessedData.pdf
01_01_obtainingDataMotivation.pdf