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8周学习 大数据的顶级统计学视频学习教程 美国大学必修学分 英文+字幕+pdf文档

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admin 发表于 2017-6-19 17:04:09 | 显示全部楼层 |阅读模式
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8周学习 大数据的顶级统计学视频学习教程 美国大学必修学分 英文+字幕+pdf文档
221103z2xjp992roz1z192.png 221013f1hfj1f77fd7v1v3.png 221031chwf6f856ysdyzh9.jpg 221036sglhh277hzz12hxq.png 221117s7mp4hgpw290bmon.png
课程介绍:

8周学习 大数据的顶级统计学视频学习教程 美国大学必修学分 英文+字幕+pdf文档


详细目录:


├─01_Week_1-_Summarising_Data
│      01_1.1_Introduction.mp4
│      01_1.1_Introduction.srt
│      01_1.1_Introduction.txt
│      02_1.2_Five_Number_Summary.mp4
│      02_1.2_Five_Number_Summary.srt
│      02_1.2_Five_Number_Summary.txt
│      02_1.2_Five_Number_Summary_0_Life_expectancy_data.txt
│      03_1.3_The_Centre_of_the_Data_and_the_Effects_of_Extreme_Values.mp4
│      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.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_1_NY_Red_Bulls_salary_data.txt
│      04_1.4_The_Spread_of_the_Data.mp4
│      04_1.4_The_Spread_of_the_Data.srt
│      04_1.4_The_Spread_of_the_Data.txt
│      04_1.4_The_Spread_of_the_Data_0_Life_expectancy_data.txt
│      04_1.4_The_Spread_of_the_Data_1_NY_Red_Bulls_salary_data.txt
│      05_1.5_The_Shape_of_the_Data.mp4
│      05_1.5_The_Shape_of_the_Data.srt
│      05_1.5_The_Shape_of_the_Data.txt
│      05_1.5_The_Shape_of_the_Data_0_Life_expectancy_data.txt
│      05_1.5_The_Shape_of_the_Data_1_Skeleton_data.txt
│      05_1.5_The_Shape_of_the_Data_2_NY_Red_Bulls_salary_data.txt
│      06_1.6_Categorical_Variables.mp4
│      06_1.6_Categorical_Variables.srt
│      06_1.6_Categorical_Variables.txt
│      06_1.6_Categorical_Variables_0_Life_expectancy_data_with_region.txt
│      06_1.6_Categorical_Variables_1_Skeleton_data.txt
│      07_1.7_Some_Features_of_Data.mp4
│      07_1.7_Some_Features_of_Data.srt
│      07_1.7_Some_Features_of_Data.txt
│      07_1.7_Some_Features_of_Data_0_Skeleton_data.txt
│      07_1.7_Some_Features_of_Data_1_NY_Red_Bulls_salary_data.txt
│      
├─02_Optional_R_Videos_for_Week_1
│      01_Installing_R_-_Mac_OSX.mp4
│      01_Installing_R_-_Mac_OSX.srt
│      01_Installing_R_-_Mac_OSX.txt
│      02_Installing_R_-_PC.mp4
│      02_Installing_R_-_PC.srt
│      02_Installing_R_-_PC.txt
│      03_R_tutorial_for_1.2_Five_Number_Summary.mp4
│      03_R_tutorial_for_1.2_Five_Number_Summary.srt
│      03_R_tutorial_for_1.2_Five_Number_Summary.txt
│      03_R_tutorial_for_1.2_Five_Number_Summary_0_R_Console.txt
│      03_R_tutorial_for_1.2_Five_Number_Summary_1_Life_Expectancy_data.txt
│      04_R_tutorial_for_1.3_The_Centre_of_The_Data.mp4
│      04_R_tutorial_for_1.3_The_Centre_of_The_Data.srt
│      04_R_tutorial_for_1.3_The_Centre_of_The_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_1_Skeleton_Data.txt
│      05_R_tutorial_for_1.4_The_Spread_of_The_Data.mp4
│      05_R_tutorial_for_1.4_The_Spread_of_The_Data.srt
│      05_R_tutorial_for_1.4_The_Spread_of_The_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_1_Life_Expectancy_data.txt
│      06_R_tutorial_for_1.5_The_Shape_of_The_Data.mp4
│      06_R_tutorial_for_1.5_The_Shape_of_The_Data.srt
│      06_R_tutorial_for_1.5_The_Shape_of_The_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_1_Life_Expectancy_data.txt
│      06_R_tutorial_for_1.5_The_Shape_of_The_Data_2_Skeleton_Data.txt
│      07_R_tutorial_for_1.6_Categorical_Variables.mp4
│      07_R_tutorial_for_1.6_Categorical_Variables.srt
│      07_R_tutorial_for_1.6_Categorical_Variables.txt
│      07_R_tutorial_for_1.6_Categorical_Variables_0_R_Console.txt
│      07_R_tutorial_for_1.6_Categorical_Variables_1_Life_Expectancy_by_Region.txt
│      07_R_tutorial_for_1.6_Categorical_Variables_2_Skeleton_Data.txt
│      
├─03_Week_2-_Relationships_and_Data_Collection
│      01_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.mp4
│      01_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.srt
│      01_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.txt
│      02_2.2_Examining_Relationships_Between_Two_Categorical_Variables.mp4
│      02_2.2_Examining_Relationships_Between_Two_Categorical_Variables.srt
│      02_2.2_Examining_Relationships_Between_Two_Categorical_Variables.txt
│      02_2.2_Examining_Relationships_Between_Two_Categorical_Variables_0_Skeleton_data.txt
│      03_2.3_Relationships_Between_Two_Quantitative_Variables.mp4
│      03_2.3_Relationships_Between_Two_Quantitative_Variables.srt
│      03_2.3_Relationships_Between_Two_Quantitative_Variables.txt
│      04_2.4_Data_Collection_-_Sampling.mp4
│      04_2.4_Data_Collection_-_Sampling.srt
│      04_2.4_Data_Collection_-_Sampling.txt
│      05_2.5_Data_Collection_-_Observational_Studies.mp4
│      05_2.5_Data_Collection_-_Observational_Studies.srt
│      05_2.5_Data_Collection_-_Observational_Studies.txt
│      06_2.6_Data_Collection_-_Experiments.mp4
│      06_2.6_Data_Collection_-_Experiments.srt
│      06_2.6_Data_Collection_-_Experiments.txt
│      
├─04_Optional_R_Videos_for_Week_2
│      01_R_tutorial_for_2.1_Relationships_Between_Quantitative_and_Categorical_Variables.mp4
│      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.txt
│      02_R_tutorial_for_2.2_Examining_Relationships_Between_Two_Categorical_Variables.mp4
│      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.txt
│      02_R_tutorial_for_2.2_Examining_Relationships_Between_Two_Categorical_Variables_0_R_Console.txt
│      03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables.mp4
│      03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables.srt
│      03_R_tutorial_for_2.3_Relationships_Between_Two_Quantitative_Variables.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_2_Skeleton_Data_new.txt
│      
├─05_Week_3-_Introduction_to_Probability
│      01_3.1_The_Need_for_Probability.mp4
│      01_3.1_The_Need_for_Probability.srt
│      01_3.1_The_Need_for_Probability.txt
│      02_3.2_Some_Probability_Basics.mp4
│      02_3.2_Some_Probability_Basics.srt
│      02_3.2_Some_Probability_Basics.txt
│      03_3.3_Probability_Distributions.mp4
│      03_3.3_Probability_Distributions.srt
│      03_3.3_Probability_Distributions.txt
│      04_3.4_Long-Run_Averages.mp4
│      04_3.4_Long-Run_Averages.srt
│      04_3.4_Long-Run_Averages.txt
│      05_3.5_Sampling_Distributions.mp4
│      05_3.5_Sampling_Distributions.srt
│      05_3.5_Sampling_Distributions.txt
│      
├─06_Optional_R_video_for_Week_3
│      01_R_tutorial_for_Week_3-_Introduction_to_Probability.mp4
│      01_R_tutorial_for_Week_3-_Introduction_to_Probability.srt
│      01_R_tutorial_for_Week_3-_Introduction_to_Probability.txt
│      01_R_tutorial_for_Week_3-_Introduction_to_Probability_0_R_Console.txt
│      
├─07_Week_4-_Confidence_Intervals
│      01_4.1_Introduction_to_Confidence_Intervals.mp4
│      01_4.1_Introduction_to_Confidence_Intervals.srt
│      01_4.1_Introduction_to_Confidence_Intervals.txt
│      02_4.2_Confidence_Intervals_for_Proportions.mp4
│      02_4.2_Confidence_Intervals_for_Proportions.srt
│      02_4.2_Confidence_Intervals_for_Proportions.txt
│      03_4.3_Sample_Size_for_Estimating_a_Proportion.mp4
│      03_4.3_Sample_Size_for_Estimating_a_Proportion.srt
│      03_4.3_Sample_Size_for_Estimating_a_Proportion.txt
│      04_4.4_Confidence_Intervals_for_Means.mp4
│      04_4.4_Confidence_Intervals_for_Means.srt
│      04_4.4_Confidence_Intervals_for_Means.txt
│      04_4.4_Confidence_Intervals_for_Means_0_Perceived_age_change_data.txt
│      04_4.4_Confidence_Intervals_for_Means_1_Skeleton_data.txt
│      05_4.5_Robustness_of_Confidence_Intervals.mp4
│      05_4.5_Robustness_of_Confidence_Intervals.srt
│      05_4.5_Robustness_of_Confidence_Intervals.txt
│      
├─08_Optional_R_videos_for_Week_4
│      01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions.mp4
│      01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions.srt
│      01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions.txt
│      01_R_tutorial_for_4.2_Confidence_Intervals_for_Proportions_0_R_Console.txt
│      02_R_tutorial_for_4.3_Sample_Size_for_Estimating_a_Proportion.mp4
│      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.txt
│      02_R_tutorial_for_4.3_Sample_Size_for_Estimating_a_Proportion_0_R_Console.txt
│      03_R_tutorial_for_4.4_Confidence_Intervals_for_Means.mp4
│      03_R_tutorial_for_4.4_Confidence_Intervals_for_Means.srt
│      03_R_tutorial_for_4.4_Confidence_Intervals_for_Means.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_1_Plastic_surgery_data.txt
│      03_R_tutorial_for_4.4_Confidence_Intervals_for_Means_2_Skeleton_Data.txt
│      
├─09_Week_5-_Statistical_Tests_of_Significance
│      01_5.1_Introduction_to_Statistical_Tests.mp4
│      01_5.1_Introduction_to_Statistical_Tests.srt
│      01_5.1_Introduction_to_Statistical_Tests.txt
│      02_5.2_The_Structure_of_Statistical_Tests.mp4
│      02_5.2_The_Structure_of_Statistical_Tests.srt
│      02_5.2_The_Structure_of_Statistical_Tests.txt
│      03_5.3_Hypothesis_Testing_for_Proportions.mp4
│      03_5.3_Hypothesis_Testing_for_Proportions.srt
│      03_5.3_Hypothesis_Testing_for_Proportions.txt
│      04_5.4_Hypothesis_Testing_for_Means.mp4
│      04_5.4_Hypothesis_Testing_for_Means.srt
│      04_5.4_Hypothesis_Testing_for_Means.txt
│      04_5.4_Hypothesis_Testing_for_Means_0_Perceived_age_change_data.txt
│      04_5.4_Hypothesis_Testing_for_Means_1_Skeleton_data.txt
│      04_5.4_Hypothesis_Testing_for_Means_2_Body_temperature_data.txt
│      05_5.5_Power_and_Type_I_and_Type_II_Errors.mp4
│      05_5.5_Power_and_Type_I_and_Type_II_Errors.srt
│      05_5.5_Power_and_Type_I_and_Type_II_Errors.txt
│      06_5.6_Some_General_Advice_About_Statistical_Tests.mp4
│      06_5.6_Some_General_Advice_About_Statistical_Tests.srt
│      06_5.6_Some_General_Advice_About_Statistical_Tests.txt
│      
├─10_Optional_R_videos_for_Week_5
│      01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions.mp4
│      01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions.srt
│      01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions.txt
│      01_R_tutorial_for_5.3_Hypothesis_Testing_for_Proportions_0_R_Console.txt
│      02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means.mp4
│      02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means.srt
│      02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means.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_1_Plastic_surgery_data.txt
│      02_R_tutorial_for_5.4_Hypothesis_Testing_for_Means_2_Body_temperature_data.txt
│      
├─11_Week_6-_Tests_Confidence_Intervals_and_Comparing_Two_Samples
│      02_6.2_Matched_Pairs.mp4
│      02_6.2_Matched_Pairs.srt
│      02_6.2_Matched_Pairs.txt
│      03_6.3_Comparing_Two_Proportions.mp4
│      03_6.3_Comparing_Two_Proportions.srt
│      03_6.3_Comparing_Two_Proportions.txt
│      04_6.4_Comparing_Two_Means.mp4
│      04_6.4_Comparing_Two_Means.srt
│      04_6.4_Comparing_Two_Means.txt
│      04_6.4_Comparing_Two_Means_0_Skeleton_data.txt
│      04_6.4_Comparing_Two_Means_1_Life_expectancy_with_region.txt
│      
├─12_Optional_R_videos_for_Week_6
│      01_R_tutorial_for_6.2_Matched_Pairs.mp4
│      01_R_tutorial_for_6.2_Matched_Pairs.R
│      01_R_tutorial_for_6.2_Matched_Pairs.srt
│      01_R_tutorial_for_6.2_Matched_Pairs.txt
│      01_R_tutorial_for_6.2_Matched_Pairs_0_R_Console.txt
│      01_R_tutorial_for_6.2_Matched_Pairs_0_Subtitles_(srt).srt
│      01_R_tutorial_for_6.2_Matched_Pairs_1_Skeleton_Data.txt
│      02_R_tutorial_for_6.3_Comparing_Two_Proportions.mp4
│      02_R_tutorial_for_6.3_Comparing_Two_Proportions.R
│      02_R_tutorial_for_6.3_Comparing_Two_Proportions.srt
│      02_R_tutorial_for_6.3_Comparing_Two_Proportions.txt
│      02_R_tutorial_for_6.3_Comparing_Two_Proportions_0_R_Console.txt
│      03_R_tutorial_for_6.4_Comparing_Two_Means.mp4
│      03_R_tutorial_for_6.4_Comparing_Two_Means.R
│      03_R_tutorial_for_6.4_Comparing_Two_Means.srt
│      03_R_tutorial_for_6.4_Comparing_Two_Means.txt
│      03_R_tutorial_for_6.4_Comparing_Two_Means_0_R_Console.txt
│      03_R_tutorial_for_6.4_Comparing_Two_Means_1_Skeleton_Data.txt
│      
├─13_Week_7-_Linear_Regression
│      01_7.1_The_Linear_Regression_Formula.mp4
│      01_7.1_The_Linear_Regression_Formula.srt
│      01_7.1_The_Linear_Regression_Formula.txt
│      01_7.1_The_Linear_Regression_Formula_0_Skeleton_data_with_quantitative_BMI.txt
│      01_7.1_The_Linear_Regression_Formula_1_Life_expectancy_data_with_GDP.txt
│      02_7.2_Regression_Coefficients_Residuals_and_Variances.mp4
│      02_7.2_Regression_Coefficients_Residuals_and_Variances.srt
│      02_7.2_Regression_Coefficients_Residuals_and_Variances.txt
│      02_7.2_Regression_Coefficients_Residuals_and_Variances_0_Skeleton_data_with_quantitative_BMI.txt
│      02_7.2_Regression_Coefficients_Residuals_and_Variances_1_Life_expectancy_data_with_GDP.txt
│      03_7.3_Regression_Inference_and_Limitations.mp4
│      03_7.3_Regression_Inference_and_Limitations.srt
│      03_7.3_Regression_Inference_and_Limitations.txt
│      04_7.4_Residual_Analysis_and_Transformations.mp4
│      04_7.4_Residual_Analysis_and_Transformations.srt
│      04_7.4_Residual_Analysis_and_Transformations.txt
│      
├─14_Optional_R_videos_for_Week_7
│      01_R_tutorial_for_7.1_7.2_7.3.mp4
│      01_R_tutorial_for_7.1_7.2_7.3.R
│      01_R_tutorial_for_7.1_7.2_7.3.srt
│      01_R_tutorial_for_7.1_7.2_7.3.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_1_Skeleton_Data_new.txt
│      02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.mp4
│      02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.R
│      02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.srt
│      02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations.txt
│      02_R_tutorial_for_7.4_Residual_Analysis_and_Transformations_0_R_Console.txt
│      
├─15_Week_8-__The_Process_of_Statistical_Inquiry
│      01_8.1_Introduction_to_the_Case_Study.mp4
│      01_8.1_Introduction_to_the_Case_Study.srt
│      01_8.1_Introduction_to_the_Case_Study.txt
│      02_8.2_Study_Design.mp4
│      02_8.2_Study_Design.srt
│      02_8.2_Study_Design.txt
│      03_8.3_The_First_Look_at_the_Data.mp4
│      03_8.3_The_First_Look_at_the_Data.srt
│      03_8.3_The_First_Look_at_the_Data.txt
│      03_8.3_The_First_Look_at_the_Data_0_CCD_data.txt
│      04_8.4_Formal_Analyses_and_Conclusions.mp4
│      04_8.4_Formal_Analyses_and_Conclusions.srt
│      04_8.4_Formal_Analyses_and_Conclusions.txt
│      04_8.4_Formal_Analyses_and_Conclusions_0_CCD_data.txt
│      05_8.5_Optional_Final_Song.mp4
│      
└─16_Optional_R_video_for_Week_8
        01_R_tutorial_for_8.2_8.3.mp4
        01_R_tutorial_for_8.2_8.3.R
        01_R_tutorial_for_8.2_8.3.srt
        01_R_tutorial_for_8.2_8.3.txt
        01_R_tutorial_for_8.2_8.3_0_R_Console.txt
        01_R_tutorial_for_8.2_8.3_1_Case_study_data.txt



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Frankie 发表于 2017-6-19 17:04:14 | 显示全部楼层
这个QQ被一个女人偷走了,现在拿回来了…不认识我的人请自动删除我
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Nicky 发表于 2017-6-22 07:39:38 | 显示全部楼层
梦想不能实现,都是因为它不够现实。
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胡说八道 发表于 2017-7-15 07:43:19 | 显示全部楼层
有的人,有一股,让人想一辈子跟他做陌生人的强大的气场。
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545602158 发表于 2017-8-17 08:06:31 | 显示全部楼层
谢谢楼主分享
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rafael_wl 发表于 2017-8-19 09:29:55 | 显示全部楼层
今年楼主不送礼,送礼就给楼下的!
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狗狗汪汪 发表于 2017-9-3 05:25:27 | 显示全部楼层
一念起,万水千山;一念灭,沧海桑田。
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ailinchen 发表于 2017-9-7 14:25:59 | 显示全部楼层
老子误吃了一瓶“乌鸡白凤丸”.这下可好,每个月都要流几天的鼻血.
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cindeya 发表于 2017-9-23 18:24:35 | 显示全部楼层
楼主,你说,你几个意思?
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阿九 发表于 2017-9-30 16:41:52 | 显示全部楼层
不要和地球人一般见识.
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