Principles of Statistics and Probability (STAT 121)

جمع البيانات، التلخيص، الارتباط، الانحدار، الاحتمالية، أخذ العينات، التقدير، اختبارات الأهمية.

Total Lessonses 32 Total hours : 13:52:47 Duration Of Course 17 weeks
  • About the Course :

    Course Description: This is an introductory course in statistics aimed at students from a wide range of disciplines. Topics covered include the representation and description of data, the normal curve, regression, probability, statistical inference, confidence intervals, and hypothesis testing with real-world applications. Students also have the opportunity to analyze data sets.



  • You Will Learn :

    Organizing Data, Frequency Distributions Histogram Polygon Curve and Pie chart Stem-and-Leaf Display, Measures of Central Tendency, Measures of Dispersion, Experiment-Outcome-and Sample Space, Counting Rule-Factorials-Combinations-and Permutations, Calculating Probability, Compound Events-Dependent Events- Impossible Events -Independent Events -Sure Events, Joint Probability- Relative Frequency Concept of Probability, The Multiplication Rule, The Addition Rule, Marginal Probability and Conditional Probability, Random Variables, Probability Distribution of Discrete Random Variable, Continuous Random Variable, Standardizing a Normal Distribution, Simple Linear Regression, Linear Correlation Coefficient, Poison Probability Distribution Correlations.



  • Target Group :

    *Academic Level : Academic University Student
    * Speciality : Mathematics
    * Material : Principles of Statistics and Probability (STAT 121)
    * University Name : University of Tabuk



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Total Lessonses 32 Total Hours 13:52:47 Duration Of Course 17 weeks
Introduction to Statistics
1 Lessons 0:20:08
Introduction to Statistics
0:20:08
Show
Recorded Session
Organizing Data
2 Lessons 0:38:57
Organization of Data Part 1
0:25:07
Show
Recorded Session
Organization of Data Part 2
0:13:50
Show
Recorded Session
Frequency Distributions Histogram Polygon Curve and Pie chart Stem-and-Leaf Display
2 Lessons 0:40:26
Graphical Representation Part 1
0:26:29
Closed
Recorded Session
Graphical Representation Part 2
0:13:57
Closed
Recorded Session
Measures of Central Tendency
3 Lessons 1:03:07
Measures of Central Tendency Part 1
0:23:59
Closed
Recorded Session
Measures of Central Tendency Part 2
0:25:57
Closed
Recorded Session
Measures of Central Tendency Part 3
0:13:11
Closed
Recorded Session
Measures of Variability
2 Lessons 0:50:06
Measures of Variability Part 1
0:2650
Closed
Recorded Session
Measures of Variability Part 2
0:23:16
Closed
Recorded Session
Experiment, Outcome, and Sample Space
1 Lessons 0:19:39
Probability
0:19:39
Closed
Recorded Session
Counting Rule, Factorials, Combinations, and Permutations
1 Lessons 0:25:11
‏Permutation and combination
0:25:11
Closed
Recorded Session
Calculating Probability
2 Lessons 0:44:18
Definition and Concept of Probabbility Part 1
0:30:11
Closed
Recorded Session
Definition and Concept of Probabbility Part 2
0:14:07
Closed
Recorded Session
Compound Events ، Dependent Events Impossible Events Independent Events Sure Events
1 Lessons 0:21:25
Fundamental Theorem of Probability
0:21:25
Closed
Recorded Session
Joint probability، Relative Frequency Concept of Probability
1 Lessons 0:18:50
Probability and Counting Rules
0:18:50
Closed
Recorded Session
The Multiplication Rule
2 Lessons 0:48:05
Addition and Multiplication Rules part 1
0:23:49
Closed
Recorded Session
Addition and Multiplication Rules part 2
0:24:16
Closed
Recorded Session
The Addition Rule
1 Lessons 0:09:01
Calculating Probability for Addition
0:09:01
Closed
Recorded Session
Marginal Probability and Conditional Probability
3 Lessons 1:17:30
Conditional Probability and Independence Events Part 1
0:31:20
Closed
Recorded Session
Conditional Probability and Independence Events Part 2
0:25:26
Closed
Recorded Session
Conditional Probability and Independence Events Part 3
0:20:45
Closed
Recorded Session
Discrete Random Variable
1 Lessons 0:20:10
Discrete Probability Distributions
0:20:10
Closed
Recorded Session
Probability Distributions
1 Lessons 0:22:12
Probability Distributions
0:22:12
Closed
Recorded Session
Continuous Random Variables
2 Lessons 0:47:40
Continous Random Varible Distribution Part 1
0:31:00
Closed
Recorded Session
Continous Random Varible Distribution Part 2
0:16:40
Closed
Recorded Session
Standardizing a Normal Distribution
2 Lessons 0:53:09
The Normal Distribution Part 1
0:29:10
Closed
Recorded Session
The Normal Distribution Part 2
0:23:59
Closed
Recorded Session
Simple Linear Regression
1 Lessons 0:08:37
Linear Regression
0:08:37
Closed
Recorded Session
Linear Correlation Coefficient
1 Lessons 0:17:58
Linear Regression and Correlations
0:17:58
Closed
Recorded Session
Pearson and Superman Regression
1 Lessons 0:19:26
Pearson and Superman Regression
0:19:26
Closed
Recorded Session
Poison Probability Distribution Correlations
1 Lessons 0:24:53
Poison Probability Distribution Correlations
0:24:53
Closed
Recorded Session
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