Become a Probability & Statistics Master

About Course

Learn probability and statistics from beginner to advanced with this comprehensive online course, completely free of cost! This course is taught by experienced instructor Krista King and is packed with video lessons, quizzes, and workbooks to help you master the subject. It’s perfect for students, professionals, or anyone who wants to develop a strong understanding of probability and statistics.

This course covers a wide range of topics, including:

Visualizing data with bar graphs, pie charts, Venn diagrams, histograms, and dot plots
Analyzing data with mean, median, mode, range, IQR, and box-and-whisker plots
Data distributions, including mean, variance, standard deviation, normal distributions, and z-scores
Probability, including union vs. intersection, independent and dependent events, and Bayes’ theorem
Discrete random variables, including binomial, Bernoulli, Poisson, and geometric random variables
Sampling, including types of studies, bias, sampling distribution of the sample mean or sample proportion, and confidence intervals
Hypothesis testing, including inferential statistics, significance levels, type I and II errors, test statistics, and p-values
Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-square

This course is offered on Udemy, and it’s completely free for you to access on Theetay. Enroll today and start your journey to becoming a probability and statistics master!

Visualizing data, including bar graphs, pie charts, venn diagrams, histograms, and dot plots
Analyzing data, including mean, median, and mode, plus range and IQR and box-and-whisker plots
Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores
Probability, including union vs. intersection and independent and dependent events and Bayes' theorem
Discrete random variables, including binomial, Bernoulli, Poisson, and geometric random variables
Sampling, including types of studies, bias, and sampling distribution of the sample mean or sample proportion, and confidence intervals
Hypothesis testing, including inferential statistics, significance level, type I and II errors, test statistics, and p-values
Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-square

Course Content

01 – Getting started

A Message from the Professor
001 – What well learn in this course.mp4

00:00
002 – How to get the most out of this course.mp4

00:00
003 – Download the formula sheet.html

00:00
004 – The EVERYTHING download.html

00:00

02 – Visualizing data

005 – Introduction to visualizing data.mp4

00:00
006 – RESOURCE Quiz solutions for this section.html

00:00
007 – Oneway tables.html

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008 – Oneway tables.mp4

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009 – Bar graphs and pie charts.html

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010 – Bar graphs and pie charts.mp4

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011 – Line graphs and ogives.html

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012 – Line graphs and ogives.mp4

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013 – Twoway tables.html

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014 – Twoway tables.mp4

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015 – Venn diagrams.html

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016 – Venn diagrams.mp4

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017 – Frequency tables and dot plots.html

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018 – Frequency tables and dot plots.mp4

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019 – Relative frequency tables.html

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020 – Relative frequency tables.mp4

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021 – Joint distributions.html

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022 – Joint distributions.mp4

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023 – Histograms and stemandleaf plots.html

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024 – Histograms and stemandleaf plots.mp4

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025 – Building histograms from data sets.html

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026 – Building histograms from data sets.mp4

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027 – BONUS Extra practice problems.html

00:00
Section Quiz

03 – Analyzing data

028 – Introduction to analyzing data.mp4

00:00
029 – RESOURCE Quiz solutions for this section.html

00:00
030 – Measures of central tendency.html

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031 – Measures of central tendency.mp4

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032 – Measures of spread.html

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033 – Measures of spread.mp4

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034 – Changing the data and outliers.html

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035 – Changing the data and outliers.mp4

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036 – Boxandwhisker plots.html

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037 – Boxandwhisker plots.mp4

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038 – BONUS Extra practice problems.html

00:00
Section Quiz

04 – Data distributions

039 – Introduction to data distributions.mp4

00:00
040 – RESOURCE Quiz solutions for this section.html

00:00
041 – Mean variance and standard deviation.html

00:00
042 – Mean variance and standard deviation.mp4

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043 – Frequency histograms and polygons and density curves.html

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044 – Frequency histograms and polygons and density curves.mp4

00:00
045 – Symmetric and skewed distributions and outliers.html

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046 – Symmetric and skewed distributions and outliers.mp4

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047 – Normal distributions and zscores.html

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048 – Normal distributions and zscores.mp4

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049 – Chebyshevs Theorem.html

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050 – Chebyshevs Theorem.mp4

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051 – Covariance.html

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052 – Covariance.mp4

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053 – Correlation coefficient.html

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054 – Correlation coefficient.mp4

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055 – Weighted means and grouped data.html

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056 – Weighted means and grouped data.mp4

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057 – BONUS Extra practice problems.html

00:00

05 – Probability

058 – Introduction to probability.mp4

00:00
059 – RESOURCE Quiz solutions for this section.html

00:00
060 – Simple probability.html

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061 – Simple probability.mp4

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062 – The addition rule and union vs intersection.html

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063 – The addition rule and union vs intersection.mp4

00:00
064 – Independent and dependent events and conditional probability.html

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065 – Independent and dependent events and conditional probability.mp4

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066 – Bayes Theorem.html

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067 – Bayes Theorem.mp4

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068 – BONUS Extra practice problems.html

00:00
Section Quiz

06 – Discrete random variables

069 – Introduction to discrete random variables.mp4

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070 – RESOURCE Quiz solutions for this section.html

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071 – Discrete probability.html

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072 – Discrete probability.mp4

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073 – Transforming random variables.html

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074 – Transforming random variables.mp4

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075 – Combinations of random variables.html

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076 – Combinations of random variables.mp4

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077 – Permutations and combinations.html

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078 – Permutations and combinations.mp4

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079 – Binomial random variables.html

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080 – Binomial random variables.mp4

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081 – Poisson distributions.html

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082 – Poisson distributions.mp4

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083 – At least and at most and mean variance and standard deviation.html

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084 – At least and at most and mean variance and standard deviation.mp4

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085 – Bernoulli random variables.html

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086 – Bernoulli random variables.mp4

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087 – Geometric random variables.html

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088 – Geometric random variables.mp4

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089 – BONUS Extra practice problems.html

00:00
Section Quiz

07 – Sampling

090 – Introduction to sampling.mp4

00:00
091 – RESOURCE Quiz solutions for this section.html

00:00
092 – Types of studies.html

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093 – Types of studies.mp4

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094 – Sampling and bias.html

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095 – Sampling and bias.mp4

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096 – Sampling distribution of the sample mean.html

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097 – Sampling distribution of the sample mean.mp4

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098 – Conditions for inference with the SDSM.html

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099 – Conditions for inference with the SDSM.mp4

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100 – Sampling distribution of the sample proportion.html

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101 – Sampling distribution of the sample proportion.mp4

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102 – Conditions for inference with the SDSP.html

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103 – Conditions for inference with the SDSP.mp4

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104 – The students tdistribution.html

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105 – The students tdistribution.mp4

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106 – Confidence interval for the mean.html

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107 – Confidence interval for the mean.mp4

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108 – Confidence interval for the proportion.html

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109 – Confidence interval for the proportion.mp4

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110 – BONUS Extra practice problems.html

00:00
Section Quiz

08 – Hypothesis testing

111 – Introduction to hypothesis testing.mp4

00:00
112 – RESOURCE Quiz solutions for this section.html

00:00
113 – Inferential statistics and hypotheses.html

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114 – Inferential statistics and hypotheses.mp4

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115 – Significance level and type I and II errors.html

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116 – Significance level and type I and II errors.mp4

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117 – Test statistics for one and twotailed tests.html

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118 – Test statistics for one and twotailed tests.mp4

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119 – The pvalue and rejecting the null.html

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120 – The pvalue and rejecting the null.mp4

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121 – Hypothesis testing for the population proportion.html

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122 – Hypothesis testing for the population proportion.mp4

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123 – Confidence interval for the difference of means.html

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124 – Confidence interval for the difference of means.mp4

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125 – Hypothesis testing for the difference of means.html

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126 – Hypothesis testing for the difference of means.mp4

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127 – Matchedpair hypothesis testing.html

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128 – Matchedpair hypothesis testing.mp4

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129 – Confidence interval for the difference of proportions.html

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130 – Confidence interval for the difference of proportions.mp4

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131 – Hypothesis testing for the difference of proportions.html

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132 – Hypothesis testing for the difference of proportions.mp4

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133 – BONUS Extra practice problems.html

00:00
Section Quiz

09 – Regression

134 – Introduction to regression.mp4

00:00
135 – RESOURCE Quiz solutions for this section.html

00:00
136 – Scatterplots and regression.html

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137 – Scatterplots and regression.mp4

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138 – Correlation coefficient and the residual.html

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139 – Correlation coefficient and the residual.mp4

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140 – Coefficient of determination and RMSE.html

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141 – Coefficient of determination and RMSE.mp4

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142 – Chisquare tests.html

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143 – Chisquare tests.mp4

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144 – BONUS Extra practice problems.html

00:00
Section Quiz

10 – Final exam and wrapup

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About Course

What Will You Learn?

Course Content

01 – Getting started

A Message from the Professor

001 – What well learn in this course.mp4

002 – How to get the most out of this course.mp4

003 – Download the formula sheet.html

004 – The EVERYTHING download.html

02 – Visualizing data

005 – Introduction to visualizing data.mp4

006 – RESOURCE Quiz solutions for this section.html

007 – Oneway tables.html

008 – Oneway tables.mp4

009 – Bar graphs and pie charts.html

010 – Bar graphs and pie charts.mp4

011 – Line graphs and ogives.html

012 – Line graphs and ogives.mp4

013 – Twoway tables.html

014 – Twoway tables.mp4

015 – Venn diagrams.html

016 – Venn diagrams.mp4

017 – Frequency tables and dot plots.html

018 – Frequency tables and dot plots.mp4

019 – Relative frequency tables.html

020 – Relative frequency tables.mp4

021 – Joint distributions.html

022 – Joint distributions.mp4

023 – Histograms and stemandleaf plots.html

024 – Histograms and stemandleaf plots.mp4

025 – Building histograms from data sets.html

026 – Building histograms from data sets.mp4

027 – BONUS Extra practice problems.html

Section Quiz

03 – Analyzing data

028 – Introduction to analyzing data.mp4

029 – RESOURCE Quiz solutions for this section.html

030 – Measures of central tendency.html

031 – Measures of central tendency.mp4

032 – Measures of spread.html

033 – Measures of spread.mp4

034 – Changing the data and outliers.html

035 – Changing the data and outliers.mp4

036 – Boxandwhisker plots.html

037 – Boxandwhisker plots.mp4

038 – BONUS Extra practice problems.html

Section Quiz

04 – Data distributions

039 – Introduction to data distributions.mp4

040 – RESOURCE Quiz solutions for this section.html

041 – Mean variance and standard deviation.html

042 – Mean variance and standard deviation.mp4

043 – Frequency histograms and polygons and density curves.html

044 – Frequency histograms and polygons and density curves.mp4

045 – Symmetric and skewed distributions and outliers.html

046 – Symmetric and skewed distributions and outliers.mp4

047 – Normal distributions and zscores.html

048 – Normal distributions and zscores.mp4

049 – Chebyshevs Theorem.html

050 – Chebyshevs Theorem.mp4

051 – Covariance.html

052 – Covariance.mp4

053 – Correlation coefficient.html

054 – Correlation coefficient.mp4

055 – Weighted means and grouped data.html

056 – Weighted means and grouped data.mp4

057 – BONUS Extra practice problems.html

05 – Probability

058 – Introduction to probability.mp4

059 – RESOURCE Quiz solutions for this section.html

060 – Simple probability.html

061 – Simple probability.mp4

062 – The addition rule and union vs intersection.html

063 – The addition rule and union vs intersection.mp4

064 – Independent and dependent events and conditional probability.html

065 – Independent and dependent events and conditional probability.mp4

066 – Bayes Theorem.html

067 – Bayes Theorem.mp4

068 – BONUS Extra practice problems.html

Section Quiz