This subject is a computer-oriented introduction to probability and data analysis. It is designed to give students the knowledge and practical experience they need to interpret lab and field data. Basic probability concepts are introduced at the outset because they provide a systematic way to describe uncertainty. They form the basis for the analysis of quantitative data in science and engineering. The MATLAB® programming language is used to perform virtual experiments and to analyze real-world data sets, many downloaded from the web. Programming applications include display and assessment of data sets, investigation of hypotheses, and identification of possible casual relationships between variables. This is the first semester that two courses, Computing and Data Analysis for Environmental Applications (1.017) and Uncertainty in Engineering (1.010), are being jointly offered and taught as a single course.

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Measure and Integration

This graduate-level course covers Lebesgue's integration theory with applications...

This graduate-level course covers Lebesgue's integration theory with applications...

Qualitative Research: Design and Methods (Spring 2005)

This seminar explores the development and application of qualitative research...

This seminar explores the development and application of qualitative research...

Data Analysis

Learn about the most effective data analysis methods to solve problems and achieve...

Learn about the most effective data analysis methods to solve problems and achieve...

Computing for Data Analysis

This course is about learning the fundamental computing skills necessary for...

This course is about learning the fundamental computing skills necessary for...

Statistical Thinking and Data Analysis

This course is an introduction to statistical data analysis. Topics are chosen...

This course is an introduction to statistical data analysis. Topics are chosen...

还有标题«工程科学»:

Supply Chain Innovation: How Technology Can Create a Sustainable Future

Understand how new technologies can make supply chains more sustainable and...

Understand how new technologies can make supply chains more sustainable and...

Forensic Facial Reconstruction: Finding Mr. X

Learn about the forensic technique of facial reconstruction from the experts...

Learn about the forensic technique of facial reconstruction from the experts...

Modern Building Design

Learn how climate change, technology and regulation are changing modern building...

Learn how climate change, technology and regulation are changing modern building...

Technical Report Writing for Engineers

Get an introduction to technical report writing. Find out how to communicate...

Get an introduction to technical report writing. Find out how to communicate...

Beneath the Blue: The Importance of Marine Sediments

Understand the importance of our planet's seafloor and get an introduction to...

Understand the importance of our planet's seafloor and get an introduction to...

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...

Uncertainty in Engineering

This course gives an introduction to probability and statistics, with emphasis...

This course gives an introduction to probability and statistics, with emphasis...

Project Evaluation

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

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...

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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