Search Results for: linear algebra

Workshop — The Geometry of Linear Algebra

I’m running a workshop for math teachers tonight titled The Geometry of Linear Algebra. We’ll take a purely geometric approaching to developing the important properties of linear transformations and explore how those properties connect to fundamental notions of linear algebra like vectors, matrix multiplication, and change of basis.

The workshop is part of the ongoing learning that’s happening as a result of teaching linear algebra at the high school level. I’ve taught linear algebra many times, but only in recent years did the course start making sense to me as a whole. The key, as it has been so often in my teaching career, was to see it as a geometry course.

I’ll be offering the workshop through Math for America, where I’ve given talks and offered workshops on linear algebra, geometry, and many other topics.

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Workshop — It’s All Linear Algebra

Tonight I’ll be running my workshop “It’s All Linear Algebra” for teachers at Math for America.

This workshop is designed to show teachers how the big ideas of linear algebra — linear combinations, vectors, systems, dependence — are present in all the courses in the middle school and high school curriculum. Making these connections can help enrich the teaching of these topics in earlier courses, create threads that connect ideas throughout the sequence, and preview what lies ahead in more advanced courses.

This workshop is based on my experience teaching linear algebra in high schools for the past 10 years. After a short break I’m teaching it again this year, and I’m having a blast revisiting the ideas with a fresh perspective.

I’ve been learning a lot this year and I’m excited to share my experiences, and some great math, with teachers in this workshop.

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The Basic Algebra Behind Secret Codes and Space Communication — Quanta Magazine

How can you use systems of linear equations to send secret messages? Just do what NASA does! In my latest column for Quanta Magazine I explore the school math behind Reed-Solomon codes, which are used to safely and securely send data across the solar system.

Space exploration requires tremendous precision. When you’re landing a rover on Mars 70 million miles away from the nearest service station, you need to maximize efficiency and prepare for the unexpected. This applies to everything from spacecraft design to data transmission: Those messages returning to Earth as a steady stream of 0s and 1s are bound to contain some errors, so you need to be able to identify and correct them without wasting precious time and energy.

That’s where math comes in. Mathematicians have invented ingenious ways to transmit and store information. One surprisingly effective method uses Reed-Solomon codes, which are built on the same basic algebra that students learn in school. Let’s drop in on a math class to see how Reed-Solomon codes help transmit and secure information while correcting any costly errors that pop up.

The full article is freely available is here.

Replace Algebra with … Algebra?

linear functionsArguments that suggest we over-emphasize mathematics in education don’t bother me.  I love math and see its utility in every aspect of my life, but I understand not everyone feels this way.  Also, when someone says we shouldn’t teach math, or we should teach less, it encourages me to reflect on my own beliefs about math and teaching.  This is usually a valuable experience.

So I read “Is Algebra Necessary?“, Andrew Hacker’s OpEd in the New York Times, knowing that I probably wouldn’t agree with much of it, but still prepared to examine my beliefs.  Hacker offers up a few of the standard reasons why students shouldn’t be forced to take “Algebra” in high school (“it’s too hard”; “it turns kids off”; “not everyone’s going to be an engineer”), but he doesn’t really bring anything new or substantial to the discussion.

One thing I did find interesting, however, was Hacker’s suggested fix:  instead of “Algebra”, we should be teaching courses like “Citizen Statistics”.

It could, for example, teach students how the Consumer Price Index is computed, what is included and how each item in the index is weighted — and include discussion about which items should be included and what weights they should be given.

This is indeed a good idea.  Ironically, exploring the mathematics of the CPI is largely an algebraic activity.

Discussing which items should be included means creating a mathematical model and declaring variables for the unknown quantities we wish to investigate.  These fundamental skills are taught and emphasized in high school algebra.

Determining the weights that these items should be given essentially amounts to finding the coefficients of some function of those variables and exploring the consequences of those choices.  In their basic forms, these skills are also taught and developed in high school algebra.

Thus, it seems to me that Hacker is suggesting we replace Algebra, with, well, Algebra.

There are worthwhile discussions to be had about what we are teaching, why we are teaching, and how we are teaching.  But those discussions should be led by people who really understand what’s going on.  If Andrew Hacker thinks we should replace Algebra with Algebra, then someone else should be leading the discussion.

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Workshop — Applying Math Through Modeling

Last night I ran a workshop for teachers about mathematical modeling. Modeling can be nebulous and overwhelming to those unaccustomed to applied math, so my goal was to give teachers an accessible introduction to the modeling process that allowed them to experience what distinguishes modeling from what might be considered “school math”.

The workshop was based on the work I’ve done building and running a mathematical modeling program at my school the past three years, where I’ve drawn heavily on resources from the Consortium for Mathematics and its Applications (COMAP) and modeling competitions like the MathWorks M3 Challenge.

Modeling is a wonderful way to get students doing authentic applied math, and even though I’ve got a lot to learn myself, I was happy to share what’s worked for me and my students as we have built our program.

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