Diffusion of Neutrons

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Probability and Statistics

Covers probability, statistics, independence, covariance, correlation, and random variables.

Neutron moderation

Covers neutron slowing down, elastic collisions, energy loss, equations, lethargy, and Fermi age theory.

Statistics: Exploratory Data Analysis

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

Neuromorphic Computing: Concepts and Hardware Implementations

Covers neuromorphic computing, challenges in ternary and binary computing, hardware simulations of the brain, and new materials for artificial brain cells.

Introduction to Inference

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

Multi-arm Bandits: Exploration vs Exploitation

Explores the balance between exploration and exploitation in multi-arm bandit algorithms.

Probability and Statistics

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

Normal Distribution: Properties and Calculations

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

Probability: Complement and Union of Events

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