Statistics And Probability 2.0
4.0
(1)
13 learners
What you'll learn
This course includes
- 26.3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 67 lessons • 26.3 hours of video
Statistics And Probability 2.0
67 lessons
• 26.3 hours
Statistics And Probability 2.0
67 lessons
• 26.3 hours
- Overview, Sample Space & Types of Events | By GP Sir 29:32
- Probability & Additional Theorem | By GP Sir 25:26
- Probability of Independent Events & Some Deduction | By GP Sir 15:09
- Conditional Probability | By GP Sir 16:14
- Bayes Theorem | By GP Sir 24:34
- Discrete Random Variable & Probability Mass Function | By GP Sir 23:06
- Continuous Random Variable & Probability Density Function | By GP Sir 24:13
- Mathematical Expectation | By GP Sir 23:13
- Variance of Random Variable | By GP Sir 26:32
- Moments about a Point, Moment about Mean & Origin | By GP Sir 34:00
- Pearson's Coefficient, Skewness & Kurtosis | By GP Sir 31:17
- Binomial Distribution | Mean and Variance | By GP Sir 29:17
- MGF, CF & Recurrence Relation | By GP Sir 23:56
- Fitting of Binomial Distribution | Mean and Variance | By GP Sir 20:18
- Poisson Distribution | By GP Sir 18:11
- Poisson Distribution | Mean and Variance | By GP Sir 16:08
- MGF, Recurrence Relation & Fit of Poisson Distribution | By GP Sir 19:23
- Normal Distribution | Mean and Variance | By GP Sir 18:40
- Normal Distribution | MGF & Standard Normal Distribution | By GP Sir 15:50
- Normal Distribution | Area Under The Standard Probability Curve | By GP Sir 31:34
- Normal Distribution | Area Under The Standard Probability Curve | By GP Sir 19:15
- Uniform Distribution | Mean, Variance & M.G.F | By GP Sir 18:15
- Exponential Distribution | By GP Sir 20:32
- Bivariate Discrete Random Variable | By GP Sir 28:09
- Bivariate Continuous Random Variable, Joint PDF, Marginal PDF x and y | By GP Sir 18:33
- Correlation Coefficient Concept & Example | By GP Sir 25:29
- Rank Correlation Coefficient | Spearman Rank Correlation | By GP Sir 16:34
- Rank Correlation Coefficient Part 2 | Spearman Rank Correlation | By GP Sir 16:51
- Regression Coefficients & Line of Regression | By GP Sir 21:35
- Angle between Two Lines of Regression | By GP Sir 11:20
- Curve Fitting of Straight Line | By GP Sir 11:30
- Parabolic Curve Fitting | By GP Sir 14:25
- Partial Correlation | By GP Sir 16:05
- Multiple Correlation | By GP Sir 20:07
- Gamma Distribution | Mean & Variance M.G.F | By GP Sir 22:13
- Beta Distribution of First Kind | Mean, Variance & Harmonic Mean | By GP Sir 14:05
- Beta Distribution of Second Kind | Mean, Variance & Harmonic Mean | By GP Sir 18:00
- Gamma & Beta Distribution Important Example | By GP Sir 23:22
- Cauchy Distribution | Proof & Examples | By GP Sir 21:49
- Laplace Distribution | Double Exponential Distribution | By GP Sir 28:22
- Weibul Distribution | Mean & Variance MGF | By GP Sir 19:26
- Log Normal Distribution | Mean & Variance MGF | By GP Sir 18:41
- CHI - Square Distribution | Concept & Example By GP Sir 29:04
- CHI - Square Distribution | Mean, Variance, Mode, Skewness, Kurtosis MGF | By GP Sir 17:13
- CHI - Square Distribution | Limiting Form Important Theorem By GP Sir 33:56
- CHI -Square Test of Testing of Hypothesis | Population of Variance By GP Sir 37:36
- CHI -Square Test of Testing Hypothesis | Independece of Attribute By GP Sir 34:00
- CHI Square Test Explained | Testing of Hypothesis | Goodness of Fit | By GP Sir 40:35
- CHI Square Test Explained | Hypothesis Testing & Yates Correction | By GP Sir 20:56
- T Distribution | PDF Derivation & Theory | By GP Sir 21:32
- T Distribution | Mean, Variance, Mode & Limiting Case Explained | By GP Sir 29:24
- t - Test Population Mean | Hypothesis Testing Explained Simply | By GP Sir 37:26
- t - Test | Difference Between Two Means | Hypothesis Testing Step by Step | By GP Sir 39:11
- Paired t - Test Explained | Hypothesis Testing Made Easy | By GP Sir 24:37
- t - Test | Hypothesis Testing of Correlation Coefficient Explained Simply | By GP Sir 16:52
- F - Distribution | Concept & Derivation of PDF | By GP Sir 21:38
- F - Distribution | Mean, Median & Mode Complete Derivation | By GP Sir 16:22
- F - Test | Hypothesis Testing Variance Ratio Test | By GP Sir 30:34
- Fisher's Z Distribution | Complete Concept & Derivation of PDF of Fisher's Z Distribution By GP Sir 10:59
- Fisher's Z Test | Hypothesis Testing | Concept & Example By GP Sir 18:43
- Fisher's Z Test | Hypothesis Testing | Difference Between Correlation Coefficient By GP Sir 11:39
- Testing of Hypothesis for Large Sample | About Population Mean By GP Sir 20:27
- Testing of Hypothesis for Large Sample | Difference Two Population Mean | By GP Sir 28:50
- Testing of Hypothesis for Large Sample | About Population Proportion | By GP Sir 35:44
- Testing of Hypothesis for Large Sample | Difference Between Two Population Proportion | By GP Sir 30:28
- Hypothesis Testing | Type 1 & Type 2 | By GP Sir 38:48
- ANOVA and It's Types | One Way ANOVA (CRD) | Analysis of Variance Explained | By GP Sir 40:47
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