Lectures related to Number Representation and Algorithms

Normal Distribution: Properties and Calculations

Covers properties and calculations related to the normal distribution, including probabilities and quantiles.

Introduces statistics basics, including data analysis and probability theory, emphasizing central tendency, dispersion, and distribution shapes.

Probability and Statistics: Fundamentals

Covers the fundamental concepts of probability and statistics, including interesting results, standard model, image processing, probability spaces, and statistical testing.

Probability and Statistics

Covers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.

Probability: Complement and Union of Events

Explores the probability of complementary events and unions, with examples on dice rolls and number selection.

Introduction to Convexity

Introduces the key concepts of convexity and its applications in different fields.

Probability and Statistics

Delves into probability, statistics, paradoxes, and random variables, showcasing their real-world applications and properties.

Introduction to Inference

Covers the basics of probability theory, random variables, joint probability, and inference.