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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Reproducible Research

Learn the concepts and tools behind reporting modern data analyses in a reproducible...

Learn the concepts and tools behind reporting modern data analyses in a reproducible...

Data Analysis with R. Visually Analyze and Summarize Data Sets

Data is everywhere and so much of it is unexplored. Learn how to investigate...

Data is everywhere and so much of it is unexplored. Learn how to investigate...

Network Analysis in Systems Biology

An introduction to data integration and statistical methods used in contemporary...

An introduction to data integration and statistical methods used in contemporary...

Data Science

This course examines learning from data in order to gain useful predictions...

This course examines learning from data in order to gain useful predictions...

Biomedical Signal and Image Processing

This course presents the fundamentals of digital signal processing with particular...

This course presents the fundamentals of digital signal processing with particular...

还有标题«工程科学»:

Biochemistry: the Molecules of Life

Explore the impact of biochemistry on bioenergy and health, discovering why...

Explore the impact of biochemistry on bioenergy and health, discovering why...

Discovering Science: Atmospheric Chemistry

What can we learn about Earth, and other planets in and beyond our solar system...

What can we learn about Earth, and other planets in and beyond our solar system...

Teaching Primary Science: Physics

Enhance your physics subject knowledge for teaching primary science and discover...

Enhance your physics subject knowledge for teaching primary science and discover...

Identifying Food Fraud

An introduction to modern analytical science techniques and how they can be...

An introduction to modern analytical science techniques and how they can be...

Using Infection Control to Combat Antimicrobial Resistance

Find out how effective infection control in health and social care can tackle...

Find out how effective infection control in health and social care can tackle...

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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