Probability and Statistics

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Related lectures (53)

Statistical Analysis: Boxplot and Normal Distribution Log in to Mediaspace to watch this video

Introduces statistical analysis concepts like boxplot and normal distribution using real data examples.

Stochastic Processes: Definitions and Examples Log in to Mediaspace to watch this video

Covers the definitions and examples of continuous-time stochastic processes.

Supervised Learning Fundamentals Log in to Mediaspace to watch this video

Introduces the fundamentals of supervised learning, including loss functions and probability distributions.

Probability and Statistics: Basics and Applications Log in to Mediaspace to watch this video

Covers fundamental concepts of probability and statistics, focusing on data analysis, graphical representation, and practical applications.

Hydrologic and Hydraulic Design Log in to Mediaspace to watch this video

Explores the design of engineering works for floods, focusing on 100-year flood determination and the collapse of levees during extreme events.

Graphical Models: Probability Distributions and Factor Graphs Log in to Mediaspace to watch this video

Covers graphical models for probability distributions and factor graphs representation.

Central Limit Theorem: Illustration and Applications Log in to Mediaspace to watch this video

Explores the Central Limit Theorem and its applications in statistical analysis.

Elementary probability: Theory and calculations Log in to Mediaspace to watch this video

Introduces elementary probability theory, set theory operations, and probability calculations with practical examples.

Probability and Statistics Log in to Mediaspace to watch this video

Covers mathematical concepts from number theory to probability and statistics.

Combinatorial Principles: Factorials and Probabilities Log in to Mediaspace to watch this video

Introduces combinatorial principles, factorials, probabilities, harmonic series convergence, and strategic decision-making in a romantic scenario.

Special Families of Models Log in to Mediaspace to watch this video

Explores completeness, minimal sufficiency, and special statistical models, focusing on exponential and transformation families.

Fracture Mechanics: Crack Growth and Weakest Link Log in to Mediaspace to watch this video

Explores fracture mechanics, crack growth, and the weakest link theory, emphasizing the statistical distribution of crack sizes and the significance of the largest crack in material failure.

Statistics: Exploratory Data Analysis Log in to Mediaspace to watch this video

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

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