Udemy - Statistics with StatCrunch by the Math Sorcerer

What you'll learn
How to use StatCrunch for Statistics
The Difference Between Qualitative and Quantitative Data
The Difference Between Discrete and Continuous Data
Definitions of Population, Parameter, Sample, and Statistic
Levels of Measurement: Nominal, Ordinal, Interval, Ratio
Random Samples versus Simple Random Samples
Cluster Sampling, Stratified Sampling, Convenience Sampling, and Systematic Sampling
How to Construct a Frequency Table/Frequency Distribution from Scratch given the Data
How to Fill in a Frequency Table given some Information
How to Compute the Class Width from the Formula and from the Table
How to Compute the Class Limits, Frequencies, Relative Frequencies, Class Midpoints, Cumulative Frequencies, and Class Boundaries
Determine if a Frequency Table is Normal
The Definition of an Outlier
Finding the Mean and Standard Deviation from a Frequency Table
How to Read a Histogram
How to Identify the Shape of a Histogram
How to Determine if a Histogram is Normal
How to Create a Pareto Chart in StatCrunch
How to Create a Pie Chart in StatCrunch
How to Create a StemDescription(Stem and Leaf Display) in StatCrunch
How to Create a Scatter Description in StatCrunch
How to Create a DotDescription in StatCrunch
How to Read Statistical Graphs and Recognize Bad Graphs
Understand the Notation in Statistics
Understand the Measures of Center: Mean, Median, Mode, and Midrange
Compute all the Measures of Center using StatCrunch
Understand the Measures of Variation: Range, Standard Deviation, Variance, and Coefficient of Variation
Compute all the Measures of Variation using StatCrunch
How to Compute the Coefficient of Variation by Hand
Understand Z-Scores and What they Mean Intuitively
How to Compute Z-Scores by Hand with the Formula
How to Find the Value of x Given the Z-Score
How to Compute the Maximum and Minimum Usual Values
Understand BoxDescriptions(Box and Whisker Descriptions), the Five Number Summary, and the IQR(Interquartile Range)
Create a BoxDescription, Find the Five Number Summary, and Find the IQR using StatCrunch
Understand How to Read BoxDescriptions
How to Find Percentiles Given the Data with StatCrunch
Understand what a Probability Is
Understand the Various ways to Compute Probabilities
Understand The Basic Rules of Probability
Understand Complements in Probability
Understand the Addition Rule Formula for Probability and What it Means Intuitively
How to use the Addition Rule in Probability Problems
How to Compute Probabilities from a Table
Understand the Multiplication Rule for Probability
How to use the Multiplication Rule for Probability Both With and Without Replacement
Understand Conditional Probability
How to Compute Conditional Probabilities in Various Scenarios, including those which Include a Table
Understand the Multiplication Rule for Counting(AKA the Fundamental Principle of Counting) and How to Use it
Understand what a Permutation Actually Means
Understand what a Combination Actually Means
Understand the Difference between Permutations and Combinations
Compute Permutations and Combinations by Hand with the Formulas
Compute Permutations by Hand without the Formula
Compute Permutations and Combinations with StatCrunch
Compute Various Probabilities using the Theory of Counting(Multiplication Rule, Combinations, Permutations)
Understand what a Random Variable Actually Is
Determine if a Random Variable is Discrete or Continuous
Understand what a Probability Distribution Actually is
Determine if the Given Table Defines a Probability Distribution
Compute Probabilities from a Given Probability Distribution using StatCrunch and By Hand
Compute the Mean and Standard Deviation Given a Probability Distribution using StatCrunch
Understand What the Expected Value Means in the Context of the Real World(Lottery) and How to Compute it by Hand
Understand the Binomial Distribution and it's Purpose
Compute Probabilities by Hand with the Binomial Distribution
Compute Probabilities with StatCrunch and the Binomial Distribution
Compute the Mean and Standard Deviation of the Binomial Distribution by Hand
Understand the Poisson Distribution(Very Cool!)
Compute Probabilities using the Poisson Distribution by Hand
Use StatCrunch to Compute Probabilities with the Poisson Distribution
Compute the Mean and Standard Deviation of the Poisson Distribution
Construct a Probability Distribution for the Sample Means by Hand
Construct a Probability Distribution for the Sample Proportions by Hand
Understand the Normal Distribution and the Standard Normal Distribution
How to Compute Probabilities with the Normal Distribution and StatCrunch
Find the Area under the Normal Distribution with StatCrunch
Compute Z-Scores given the Area under the Normal Curve with StatCrunch
Find Percentiles with the Normal Distribution and StatCrunch
Sketch Areas under the Normal Distribution with StatCrunch
Find Cut-off Values with the Normal Distribution and StatCrunch
Find Quartiles with the Normal Distribution and StatCrunch
Understand and Use the Central Limit Theorem with StatCrunch
Construct Confidence Intervals for the Population Proportion or Population Percentage using StatCrunch
Find the Sample Size Needed to Estimate a Population Proportion or Percentage using StatCrunch
Construct Confidence Intervals for the Population Mean using Z and StatCrunch
Construct Confidence Intervals for the Population mean using T and StatCrunch
Find the Sample Size needed to Estimate a Population Mean with StatCrunch
Construct Confidence Intervals for Two Population Means using StatCrunch
Construct Confidence Intervals for Two Population Proportions using StatCrunch
Perform a Full Hypothesis Test for a Population Proportion or Percentage with StatCrunch
Perform a Full Hypothesis Test for a Population Mean with StatCrunch
Perform a Full Hypothesis Test for Two Population Means with StatCrunch
Perform a Full Hypothesis Test for Two Population Proportions with StatCrunch
Perform a Full Hypothesis Test for Dependent Data with StatCrunch
How to Compute P-Values, Test Statistics, and Critical Values for Various Hypothesis Tests with StatCrunch
Understand the Basics of Linear Correlation and What it Means Intuitively
Understand what the Linear Correlation Coefficient Actually Means and Represents
How to Determine if there is a Linear Correlation Both Mathematically and Graphically
How to Compute the Linear Correlation Coefficient and Coefficient of Determination using StatCrunch
How to Compute the Least Squares Line(Regression Line) using StatCrunch
How to Make Predictions when there is a Linear Correlation using StatCrunch
How to Make Predictions when there is not a Linear Correlation using StatCrunch
Description
This is a complete college level course in Statistics which uses StatCrunch.
****In order to fully benefit from this course, you must have access to StatCrunch.***
If you are currently taking Statistics using StatCrunch or plan to take Statistics in College using StatCrunch, then this is the PERFECT COURSE!!!
Basically just,
1) Watch the videos, and try to follow along with a pencil and paper, take notes!
2) Eventually you should be able to do the problems before I do them. Try! Keep watching until you can do the problems on your own:)
3) Repeat!
If you finish even 50% of this course you will know A LOT of Statistics and more importantly your Statistics skills will improve a ton!
Statistics is an awesome class because it gives you real life examples of how mathematics is used. This is really the ideal course for anyone who wants to learn Statistics and already has StatCrunch or is willing to get it.
I hope you enjoy watching these videos and working through these problems as much as I have:)
Who this course is for
Anyone Currently Taking a Course using StatCrunch
Anyone who wants to Learn Statistics using StatCrunch(must have StatCrunch)
https://www.udemy.com/course/statistics-with-statcrunch-by-the-math-sorcerer/