Introduction to statistics and probability (STAT 111)

Data collection, summarization, correlation, regression, probability, sampling, estimation, tests of significance.

Total Lessonses 33 Total hours : 12:38:58 Duration Of Course 17 weeks
  • About the Course :

    It is an introductory course in statistics intended for students in a wide variety of areas of study. Topics discussed include displaying and describing data, the normal curve, regression, probability, statistical inference, confidence intervals, and hypothesis tests with applications in the real world. Students also have the opportunity to analyze data sets.



  • You Will Learn :

    Variables and Types of Data, Data Collection and Sampling Techniques, Graphical Representation, The Mean, The Median, Mode and The Weighted Mean, Measures of Variability, Pearson and Superman Regression, Linear Regression, Linear Regression Models, Linear Regression and Correlations, Probability, Definition and Concept of Probability, Conditional Probability and Independence Events, Probability and Counting Rules, The Binomial Distribution and Bernoulli Trails, Hypergeometric Distributions, Poisson Distributions, Z _Score, The Normal Distribution, Testing Hypothesis and Confidence Intervals.



  • Target Group :

    *Academic Level : Academic University Student
    * Speciality : Mathematics
    * Material : Introduction to statistics and probability (STAT 111)
    * University Name : Imam Mohammad Ibn Saud Islamic University



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Total Lessonses 33 Total Hours 12:38:58 Duration Of Course 17 weeks
Variables and Types of Data
1 Lessons 0:20:08
Introduction to Statistics
0:20:08
Show
Recorded Session
Data Collection and Sampling Techniques
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
Graphical Representation
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
The Mean , The Median , Mode and The Weighted Mean
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
0:26:50
Closed
Recorded Session
Measures of Variability Part 2
0:23:16
Closed
Recorded Session
Pearson and Superman Regression
1 Lessons 0:19:26
Pearson and Superman Regression
0:19:26
Closed
Recorded Session
Linear Regression
1 Lessons 0:08:37
Linear Regression
0:08:37
Closed
Recorded Session
Linear Regression Models
1 Lessons 0:24:53
Poison Probability Distribution Correlations
0:24:53
Closed
Recorded Session
Linear Regression and Correlations
1 Lessons 0:17:58
Linear Regression and Correlations
0:17:58
Closed
Recorded Session
Probability
1 Lessons 0:19:39
Probability
0:19:39
Closed
Recorded Session
Definition and Concept of 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
Conditional Probability and Independence Events
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
Probability and Counting Rules
1 Lessons 0:18:50
Probability and Counting Rules
0:18:50
Closed
Recorded Session
The Binomial Distribution and Bernoulli Trails
2 Lessons 0:28:48
Bernoulli Trails
0:13:10
Closed
Recorded Session
Binomial Probability Distribution
0:15:38
Closed
Recorded Session
Hypergeometric Distributions
2 Lessons 0:25:49
Hypergeometric
0:07:23
Closed
Recorded Session
Hyper Geometric and Negative Binomial Distribution
0:18:26
Closed
Recorded Session
Poisson Distributions
2 Lessons 0:39:07
Poison Distribution
0:14:14
Closed
Recorded Session
Poison Probability Distribution
0:24:53
Closed
Recorded Session
Z _Score
1 Lessons 0:25:13
Z _Score
0:25:13
Closed
Recorded Session
The 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
Testing Hypothesis and Confidence Intervals
3 Lessons 0:48:58
Hypothesis Tests for Difference Variance
0:12:36
Closed
Recorded Session
Confidence Interval Estimation
0:18:22
Closed
Recorded Session
Sampling Statistics as Estimation of Mean
0:18:00
Closed
Recorded Session
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Speciality : Mathematics

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Saad IBRAHIM Aleidi
very good

علي محمد كمال
good job