Introduction to Probability & Statistics (AI302 / IPS) | 8 Most Important Questions for RGPV Exam

Title - Introduction to Probability & Statistics (AI302 / IPS) | 8 Most Important Questions for RGPV Exam | @Growwithfarooque

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In this video, we cover the complete Introduction to Probability and Statistics course for B-Tech 3rd Semester.
This video includes unit-wise syllabus, repeated exam questions, and the most important problems to score maximum marks.

SYLLABUS of IPS RGPV:

Unit 1: Basic Probability
Conditional probability, Bayes theorem, random variables, expectation, variance, Chebyshev inequality.

Unit 2: Continuous Distributions
Normal distribution, exponential distribution, gamma distribution, mean and variance.

Unit 3: Bivariate Distributions
Joint distribution, conditional distribution, correlation, regression.

Unit 4: Statistics
Mean, median, mode, skewness, kurtosis, binomial, Poisson, normal distribution.

Unit 5: Applied Statistics
Curve fitting, least squares, hypothesis testing, large sample tests.

Unit 6: Small Sample Tests
t-test, chi-square test, goodness of fit, independence test.

MOST IMPORTANT 8 QUESTIONS

Bayes theorem problems
Mean and variance of distributions
Normal distribution numerical
Correlation and regression
Chi-square test
Curve fitting (least squares)
Hypothesis testing
Short notes on distributions

This video is helpful for:

RGPV B-Tech students
Probability & statistics exam preparation
Last-minute revision
Scoring 60+ marks

#rgpvexam

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