Statistics and probability (STAT 101)

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

Total Lessonses 34 Total hours : 13:28:17 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 :

    Introduction and Overview of Statistics, Organization and Presentation of Statistical Data, Mean-Median- Mode of The Simple Data- and The Frequency Distribution, The Range – The Variance and The Standard Deviation, Coefficient of Variation of The Simple Data and The Frequency Distribution, Sample Space and Events, Counting Techniques Permutation and Combinations, Definition of The Probability, Probability Rules, Probability Applications, Conditional Probability and Bayes Theorem, Independence of Events, The Probability Distribution of The Random Variable, Some Special Probability Distributions, The Normal Distribution.



  • Target Group :

    *Academic Level : Academic University Student
    * Speciality : Mathematics
    * Material : Statistics and probability (STAT 101)
    * University Name : Majmaah University



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Total Lessonses 34 Total Hours 13:28:17 Duration Of Course 17 weeks
Introduction and Overview of Statistics
1 Lessons 0:20:08
Introduction to Statistics
0:20:08
Show
Recorded Session
Organization and Presentation of Statistical 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
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
The Range – The Variance and The Standard Deviation
2 Lessons 0:50:06
Measures of Variability Part 1
0:26:50
Closed
Recorded Session
Measures of Variability Part 2
0:23:16
Closed
Recorded Session
Coefficient of Variation of The Simple Data and The Frequency Distribution
1 Lessons 0:04:03
Coefficient of Variations
0:04:03
Closed
Recorded Session
Sample Space and Events
2 Lessons 0:45:19
Diagram of the Sample Space
0:25:40
Closed
Recorded Session
Probability
0:19:39
Closed
Recorded Session
Counting Techniques Permutation and Combinations
1 Lessons 0:25:11
‏Permutation and Combination
0:25:11
Closed
Recorded Session
Counting Rule and Probability
1 Lessons 0:31:18
Counting Rule and Probability
0:31:18
Closed
Recorded Session
Probability and Counting Rules
2 Lessons 0:27:51
Probability and Counting Rules
0:18:50
Closed
Recorded Session
Calculating Probability for Addition
0:09:01
Closed
Recorded Session
Definition of The Probability
2 Lessons 0:44:18
Definition and concept of probabbility 1
0:30:11
Closed
Recorded Session
Definition and Concept of Probabbility Part 2
0:14:07
Closed
Recorded Session
Probability Rules
2 Lessons 0:48:50
Addition and Multiplication Rules part 1
0:23:49
Closed
Recorded Session
Addition and Multiplication Rules part 2
0:24:16
Closed
Recorded Session
Probability Applications
1 Lessons 0:21:25
Fundamental Theorem of Probability
0:21:25
Closed
Recorded Session
Conditional Probability and Bayes Theorem
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
0:24:16
Closed
Recorded Session
Conditional Probability and Independence Events Part 3
0:20:45
Closed
Recorded Session
The Probability Distribution of The Random Variable
4 Lessons 1:30:02
Discrete Probabilitu Distributions
0:20:10
Closed
Recorded Session
Continous Random Varible Distribution Part 1
0:31:00
Closed
Recorded Session
Continous Random Varible Distribution Part 2
0:16:40
Closed
Recorded Session
Probability Distributions
0:22:12
Closed
Recorded Session
Some Special Probability Distributions
1 Lessons 0:13:10
Bernoulli Trails
0:15:38
Closed
Recorded Session
Binomial Distributions
2 Lessons 0:22:51
Binomial Probability Distribution
0:15:38
Closed
Recorded Session
The Negative Binomial Distribution
0:07:13
Closed
Recorded Session
Poison Distribution
1 Lessons 0:14:14
Poison Distribution
0:14:14
Closed
Recorded Session
The Normal Distribution
3 Lessons 1:18:22
Z _Score
0:25:13
Closed
Recorded Session
The Normal Distribution Part 1
0:29:10
Closed
Recorded Session
The Normal Distribution Part 2
0:23:59
Closed
Recorded Session
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مجموعة المستقبل للتعليم

Academic University Student

Speciality : Mathematics

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Saad IBRAHIM Aleidi
very good

علي محمد كمال
good job