Engineering-Probability-Statistics

The Computer Assignments of Engineering Probability & Statistics.

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The Computer Assignments of the engineering Probability Statistics Course.

Computer Assignment 0:

• Books Classification using Bayes Rule

Computer Assignment 1:

1. Binomial Distribution relationship with Bernoulli
2. Estimation of Binomial Distribution using Normal and Poisson Distributions
3. Importance of Normal Distribution (Part 1)
4. Importance of Normal Distribution (Part 2)

Computer Assignment 2:

1. Conditional Distribution
2. Moment Generating Function
3. Bayesian Estimation and Bayesian Inference

Computer Assignment 3: Working with mnist dataset

1. Mean Squared Error
2. Regression & Least Squares
3. Central Limit Theorem & Sampling