This course gives an introduction to probability and statistics, with emphasis on engineering applications. Course topics include events and their probability, the total probability and Bayes' theorems, discrete and continuous random variables and vectors, uncertainty propagation and conditional analysis. Second-moment representation of uncertainty, random sampling, estimation of distribution parameters (method of moments, maximum likelihood, Bayesian estimation), and simple and multiple linear regression. Concepts illustrated with examples from various areas of engineering and everyday life.

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Introduction to Statistical Methods in Economics

This course will provide a solid foundation in probability and statistics for...

This course will provide a solid foundation in probability and statistics for...

Probability and Statistics in Engineering

This class covers quantitative analysis of uncertainty and risk for engineering...

This class covers quantitative analysis of uncertainty and risk for engineering...

Stat2.2x: Introduction to Statistics: Probability

An introduction to probability, with the aim of developing probabilistic intuition...

An introduction to probability, with the aim of developing probabilistic intuition...

Probability and Random Variables

This course introduces students to probability and random variables. Topics...

This course introduces students to probability and random variables. Topics...

Special Seminar in Applied Probability and Stochastic Processes

This seminar is intended for doctoral students and discusses topics in applied...

This seminar is intended for doctoral students and discusses topics in applied...

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Building a Future with Robots

Explore the role of robots and autonomous systems in the factories, homes, hospitals...

Explore the role of robots and autonomous systems in the factories, homes, hospitals...

Challenges in Antibiotic Resistance: Gram Negative Bacteria

This course by BSAC is for healthcare professionals managing infections. You...

This course by BSAC is for healthcare professionals managing infections. You...

Precalculus: the Mathematics of Numbers, Functions and Equations

Gain an introduction to the essential mathematical knowledge and skills required...

Gain an introduction to the essential mathematical knowledge and skills required...

Data Science in the Games Industry

Learn how the games industry can use big data to enhance the gaming experience...

Learn how the games industry can use big data to enhance the gaming experience...

Written in Bone: An Introduction to Forensic and Bio-archaeology

Learn to use human skeletal analysis to read and uncover the story behind human...

Learn to use human skeletal analysis to read and uncover the story behind human...

还有MIT OpenCourseWare:

Introduction to Computers and Engineering Problem Solving

This course presents the fundamentals of object-oriented software design and...

This course presents the fundamentals of object-oriented software design and...

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1.011 Project Evaluation covers methodologies for evaluating civil engineering...

Introduction to Civil Engineering Design

1.012 introduces students to the theory, tools, and techniques of engineering...

1.012 introduces students to the theory, tools, and techniques of engineering...

Computing and Data Analysis for Environmental Applications

This subject is a computer-oriented introduction to probability and data analysis...

This subject is a computer-oriented introduction to probability and data analysis...

Ecology I: The Earth System

We will cover fundamentals of ecology, considering Earth as an integrated dynamic...

We will cover fundamentals of ecology, considering Earth as an integrated dynamic...

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