I just read this excellent article Pragmatic Learning: It’s not “fun” on Roger Schank’s blog. It’s a very good post that calls bullshit on the “gamification” cargo cult which is widespread in the edtech and corporate training world. Just adding points, badges, and levels to a corporate training program that teaches you something boring is not going to suddenly make it fun. The author’s main observation is that forced learning is not fun and we need not pretend it is. Consider an employer who wants their employees to know X because it is required by law, or a bunch of students forced to learn Y or else they’ll fail. These “forced” trainings are not fun, and gamifying them is akin to putting lipstick on a pig.
How does one learn to code? Students in computer science and software engineering will have a few first-year programming courses, with the first one introducing basics like variables, control flow, and loops. Autodidact programmers probably started with a tutorial somewhere, but eventually got a book on the subject. Regardless of the learner’s path, we’re talking about a book that teaches “the basics.”
It’s May. Winter is done now, so it’s time for spring cleaning! In addition to cleaning your living space, Spring is also a good time to clean out the “project plans” and focus on one or two key goals for the summer. This is what I intend to do in this post. Read on to learn about the recent developments, and the strategic plan for Minireference Co. for the coming year.
Using version control is very useful for storing text documents like papers and books. It’s amazing how easy it is to track changes to documents, and communicate these changes with other authors. In my career as a researcher, I’ve had the chance to initiate many colleagues to the use of mercurial and git for storing paper manuscripts. Also, when working on my math books, I’ve had the fortune to work with an editor who understands version control and performed her edits directly to the books’ source repo. This blog post is a brainstorming session on the what a git user interface specific to author’s needs could look like.
I’ve done a lot of writing in my life. From the choose-your-own-adventure books I wrote as a kid, to the various blogs which I wrote through university, and my book-length theses I wrote in grad school. Of course, I count the No bullshit guide to math and physics and the No bullshit guide to linear algebra as major writing achievements too. So I figured, I should be a good writer by now, right? Nope!
The No bullshit guide to linear algebra is almost finished. I know I have been saying something along these lines for almost two years now, but it’s for real this time. Read below for a general preview of the new chapters, and the story about why it took so long to write them.
Last week I attended the NIPS conference and it felt like grappa shot: intense but good for brain function. There are so many advances in research, and industry is shipping ML in products, and GPUs make previously-impossible things possible. Definitely an exciting time to be.
It has been almost a year now since the linear algebra book is “almost finished.” I don’t have any real, legitimate excuse for this delay. The first seven chapters are now done, and have been thoroughly edited and finalized. What is taking forever is finishing the applications chapters, which I’m being super slow at. The only thing I can say in my defense is that there are A LOT of applications of linear algebra, and writing about even a small part of them takes a lot of time.
Okay, so what’s coming?
- The applications chapter covers topics in cryptography, error correcting codes, network coding, Fourier analysis, as well as the standard topics of least-squares fitting and solving equations.
- I’ve decided to cut the section on linear programming (the simplex method). Despite trying very hard to make the material interesting and concise, I wasn’t able to. It’s just a boring-as-hell topic, so I don’t see the point of including it in the book. The text is almost done though, so I’ll probably release it as a free PDF for students who have to do this in their class.
- I added a new chapter on probability theory, Markov chains, and quantum mechanics. This will be optional reading, but I think I managed to fit all the important things (Dirac notation, postulates of QM, quantum gates, examples, etc.) to make a decent introduction to the subject.
The final version of the book will be around 450 pages, which is kind of chunky. Not cool, but I think it’s good to include the chapter on probability theory and QM, even though they are not “core” for a linear algebra class. What do y’all think? Should I include prob. theory and QM or cut it to make the book shorter by 60 pages (reply in the comments or by email)?
The other good news™ is my friend agreed to prepare exercises and problems for the book, which means the first edition (v1.0) will be very solid and complete. Estimated time of release is circa February 1st. Dear readers, I apologize for the massive delays. Hang in there, LA is coming!
It has been a long time since I last wrote something, but I haven’t been idle altogether. I’ve been planning what to do next for the books, calculating my move, so to say. It’s slowly starting to become clearer. Given my background as linux sysadmin and tutor, it only makes sense if the revolution looks to me like an open source software stack for schools. Read on to find the general strategy. Listen to this good tune if you’re missing an accompanying soundtrack; here is some more tunes in case the blog post ends up long.
I’m going to write a toolbox for every school out there to print their own textbooks and other educational material.
The best-in-class existing exercise framework is already available as open source and can be hosted on the school’s server (or virtual on AWS for $40/mo), but since we’re going to have a “school server,” wouldn’t we want to run some other stuff on there too?
- printable exercises sheets for doing in class
- printable problems to give as homework
- printable exams (different version for each student)
- print affordable textbooks (using POD service like lulu.com)
I’m happy for all the kids with iPods and computers at home, but not every school has the budget for computers, so let’s try to keep the costs to at most $20 per class for the week. A few good laser printers could keep the school running with students learning from top notch material, at the cost of a few thousand dollars per month. Toner and paper.
Okay, but where are you going to get the content.
There’s plenty of OER out there, but there could be more and it could be made more easily accessible.
Here I must confess, I will be biased, because as a django person, I see the world through my own prism. A very good way for presenting structured content exists already, as free software. That’s the best place to start. Everything else on the content management side, and exporting printable PDFs I can script myself. The main content pipeline will be something like
.md --> .tex --> .pdf; the softcover/polytexnic toolchain is very good at this.
The key is to make it easy for teachers to browse, use, and contribute content. The graph structure (and possible common core math categorization) will help the browsing, the
.toPDF() methods will make the content immediately usable, and the only real problem remaining is the user experience that entices teachers to contribute content. That’s the biggie. But it can be done.
Software requirement specification
Given a collection of content items (paragraphs of text, entire sections of book, exercises, or problems), the system allows teachers to assemble custom “playlists” which consists of a sequence of content items with a `.toPDF` method.
No way I’m going to let them run the high schools. We’re taking over that business too now.
Aren’t big publishers better?
The market forces will prevail. What is better for a cash-strapped school, to order some crusty mainstream algebra textbook, that may or may not be standard-compliant, but sure is long and talks to students as retards, or to demand the printing of one copy of the best free book on the subject, for 1/10 of the cost.
How will you make money?
Nothing changes really. Minireference continues to sell university-level textbooks; we just make the high school material and the toolchain free. As for the potential loss of business due to high schools printing on their own instead of buying textbooks from me, I’d call that a win overall.
In this day of practically infinite knowledge, we need orientation to find our way. Let me tell you what infinite knowledge is. Since from the time of Newton to now, we have come close to doubling knowledge every 17 years, more or less. And we cope with that, essentially, by specialization. In the next 340 years at that rate, there will be 20 doublings, i.e. a million, and there will be a million fields of specialty for every one field now. It isn’t going to happen. The present growth of knowledge will choke itself off until we get different tools. I believe that books which try to digest, coordinate, get rid of the duplication, get rid of the less fruitful methods and present the underlying ideas clearly of what we know now, will be the things the future generations will value.