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Learning AI
Machine Learning cơ bản
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Data analysing softwares
Khan Academy Statistics
0 students
Last updated
Sep 2025
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Overview
Course content
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About the course
Khan Academy Statistics
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Course content
Sections:
1
•
Activities:
1
•
Resources:
65
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Section 1
Contents
Announcements
001 Statistics The average Descriptive statistics Probability and Statistics Khan Academy
003 Statistics Variance of a population Probability and Statistics Khan Academy
004 Statistics Sample variance Descriptive statistics Probability and Statistics Khan Academy
005 Statistics Standard deviation Descriptive statistics Probability and Statistics Khan Academy
007 Introduction to Random Variables
008 Probability density functions Probability and Statistics Khan Academy
009 Binomial Distribution 1
010 Binomial Distribution 2
011 Binomial Distribution 3
012 Binomial Distribution 4
013 Expected Value EX
014 Expected value of binomial distribution Probability and Statistics Khan Academy
015 Poisson process 1 Probability and Statistics Khan Academy
016 Poisson process 2 Probability and Statistics Khan Academy
017 Law of large numbers Probability and Statistics Khan Academy
018 Normal distribution excel exercise Probability and Statistics Khan Academy
019 Introduction to the normal distribution Probability and Statistics Khan Academy
020 ck12org normal distribution problems Qualitative sense of normal distributions Khan Academy
021 ck12org normal distribution problems z score Probability and Statistics Khan Academy
022 ck12org normal distribution problems Empirical rule Probability and Statistics Khan Academy
023 k12org exercise Standard normal distribution and the empirical Khan Academy
024 ck12org More empirical rule and z score practice Probability and Statistics Khan Academy
025 Central limit theorem Inferential statistics Probability and Statistics Khan Academy
026 Sampling distribution of the sample mean Probability and Statistics Khan Academy
027 Sampling distribution of the sample mean 2 Probability and Statistics Khan Academy
028 Standard error of the mean Inferential statistics Probability and Statistics Khan Academy
029 Sampling distribution example problem Probability and Statistics Khan Academy
030 Mean and variance of Bernoulli distribution example Probability and Statistics Khan Academy
031 Bernoulli distribution mean and variance formulas Probability and Statistics Khan Academy
032 Margin of error 1 Inferential statistics Probability and Statistics Khan Academy
033 Margin of error 2 Inferential statistics Probability and Statistics Khan Academy
034 Confidence interval example Inferential statistics Probability and Statistics Khan Academy
035 Small sample size confidence intervals Probability and Statistics Khan Academy
036 Hypothesis testing and p values Inferential statistics Probability and Statistics Khan Academy
037 One tailed and two tailed tests Inferential statistics Probability and Statistics Khan Academy
038 Z statistics vs T statistics Inferential statistics Probability and Statistics Khan Academy
039 Type 1 errors Inferential statistics Probability and Statistics Khan Academy
040 Small sample hypothesis test Inferential statistics Probability and Statistics Khan Academy
041 T statistic confidence interval Inferential statistics Probability and Statistics Khan Academy
042 Large sample proportion hypothesis testing Probability and Statistics Khan Academy
043 Variance of differences of random variables Probability and Statistics Khan Academy
044 Difference of sample means distribution Probability and Statistics Khan Academy
045 Confidence interval of difference of means Probability and Statistics Khan Academy
046 Clarification of confidence interval of difference of means Khan Academy
047 Hypothesis test for difference of means Probability and Statistics Khan Academy
048 Comparing population proportions 1 Probability and Statistics Khan Academy
049 Comparing population proportions 2 Probability and Statistics Khan Academy
050 Hypothesis test comparing population proportions Probability and Statistics Khan Academy
051 Squared error of regression line Regression Probability and Statistics Khan Academy
052 Proof part 1 minimizing squared error to regression line Khan Academy
053 Proof part 3 minimizing squared error to regression line Khan Academy
054 Proof part 4 minimizing squared error to regression line Khan Academy
055 Regression line example Regression Probability and Statistics Khan Academy
056 Proof part 2 minimizing squared error to regression line Khan Academy
057 R squared or coefficient of determination Regression Probability and Statistics Khan Academy
058 Second regression example Regression Probability and Statistics Khan Academy
059 Calculating R squared Regression Probability and Statistics Khan Academy
060 Covariance and the regression line Regression Probability and Statistics Khan Academy
061 Chi square distribution introduction Probability and Statistics Khan Academy
062 Pearsons chi square test goodness of fit Probability and Statistics Khan Academy
063 Contingency table chi square test Probability and Statistics Khan Academy
064 ANOVA 1 Calculating SST total sum of squares Probability and Statistics Khan Academy
065 ANOVA 2 Calculating SSW and SSB total sum of squares within and between Khan Academy
066 ANOVA 3 Hypothesis test with F statistic Probability and Statistics Khan Academy
067 Correlation and causality Statistical studies Probability and Statistics Khan Academy
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Khan Academy Statistics
Course modified date:
22 Sept 2025
Khan Academy Statistics
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