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 boxandwhisker plots
 Data distributions, including mean, variance, standard deviation, normal distributions, and zscores
 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 pvalues
 Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chisquare
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!
What Will You Learn?
 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 boxandwhisker plots
 Data distributions, including mean, variance, and standard deviation, and normal distributions and zscores
 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 pvalues
 Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chisquare
Course Content
01 – Getting started

A Message from the Professor

001 – What well learn in this course.mp4
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002 – How to get the most out of this course.mp4
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003 – Download the formula sheet.html
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004 – The EVERYTHING download.html
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02 – Visualizing data

005 – Introduction to visualizing data.mp4
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006 – RESOURCE Quiz solutions for this section.html
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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
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Section Quiz
03 – Analyzing data

028 – Introduction to analyzing data.mp4
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029 – RESOURCE Quiz solutions for this section.html
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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
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Section Quiz
04 – Data distributions

039 – Introduction to data distributions.mp4
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040 – RESOURCE Quiz solutions for this section.html
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041 – Mean variance and standard deviation.html
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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
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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
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05 – Probability

058 – Introduction to probability.mp4
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059 – RESOURCE Quiz solutions for this section.html
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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
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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
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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
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Section Quiz
07 – Sampling

090 – Introduction to sampling.mp4
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091 – RESOURCE Quiz solutions for this section.html
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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
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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
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Section Quiz
09 – Regression

134 – Introduction to regression.mp4
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135 – RESOURCE Quiz solutions for this section.html
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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
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Section Quiz
10 – Final exam and wrapup

145 – Practice final exam 1 optional.html
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146 – Practice final exam 2 optional.html
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147 – Probability Statistics final exam.html
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148 – Wrapup.mp4
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