How to Ace Calculus: The Art of Doing Well in Technical Courses
Tips: Reading Assignments & Problemsets, Tips: Studying November 14th. 2008, 2:08pmTangent Troubles
Calculus is easy. Or at least, it can be. The key is how you digest the material. Here’s an example: when you’re first taught derivatives in calculus class, do you remember it like this…

Or do you intuit this image…

As I will argue in this post, for any technical course — be it calculus, physics, or microeconomics — the key between an ‘A’ and a struggle comes down to this distinction. Below I’ll explain exactly what I mean and reveal how top technical students use this realization to consistently ace their classes.
How Every Technical Class is Taught
Technical classes have a simple structure. In each lecture, the professor presents a series of concepts. Depending on the difficulty of the material, she may cover anywhere from one to more than a dozen. For each concept, the professor will derive the result from concepts you already know and/or provide an example of the concept in practice.
That’s it.
This simplicity is good. It will make it easier for us to develop a strategy to conquer the material…
The Magic of Insight
What do you do with the concepts being spewed by the professor? Most students dutifully copy them down along with their accompanying examples. For example, if it’s the first week of calculus, you might record the standard derivative equation I reproduced above.
This is fine, but it’s not enough….
In addition to capture, you need to develop insight.
What do I mean by insight? That click in your brain — the moment when the tumblers of your mental locks align, the door swings opens, and an intuitive sense of what and why come flooding out. Forget the equations you copied from the blackboard, I’m talking about developing an understanding deep down in your bones.
For our example of the derivative, this might mean having a solid mental grasp of this image:

A derivative at a given point is just the slope of the tangent line that kisses that point. Even more intuitively: it can be though of as the “steepness” of the graph at that point. That’s all. The complicated equation from above is just a way to calculate a specific number that describes this steepness.
If you understand this graph — really understand it — you understand the insight behind derivatives. If all you know is the equation from above, then you’re screwed.
Insightful Studying
I am now ready to reveal the big dark secret about technical class studying: If you want to do well in a technical class all you have to do is develop insight for every single concept covered in lecture.
That’s the whole ballgame.
That’s how every high-scoring technical student does it.
There’s no shortcut.
It’s the only way.
Here’s what I commonly observe: the students who struggle in technical courses are those who skip the insight-developing phase. They capture concepts in their notes and they study by reproducing their notes. Then, when they sit down for the exam and are faced with problems that apply the ideas in novel ways, they have no idea what to do. They panic. They do poorly. They proclaim that they are “not math people.” They switch to a philosophy major.
Without insight you can’t do well.
How to Develop Insight
Developing insight can be hard. (Though it gets easier with practice.) Especially when you’re given a dozen new concepts per lecture. The implication: you have to invest a lot of effort during the semester — not just right before the exam — to keep up with a technical course. Every one of those concepts described in lecture has to be translated from symbols on a blackboard to a shiver-inducing deep comprehension. It’s not easy, but at least the challenge is now well-defined.
Here are some tips that can help:
- If you have a hard time understanding the material as the professor presents it, prep the concepts before class by reading the textbook.
- Ask questions when the professor loses you. Often their answer can knock you back on track to insightful understanding.
- Ask the professor or TA for clarifications immediately following lecture.
- Try to review your notes as soon as possible after class to cement insights while the information is still fresh in your brain.
- Always go to office hours. But before you show up, spend time with the troublesome concepts trying to build insight. Figure out exactly where you get stuck. This will help the TA or professor give you targeted, useful advice. Never just say: I don’t get it.”
- Keep a running list of every concept taught so far in the semester. Mark the ones that you have an insight for and the ones you don’t understand. It helps to see clearly exactly what insights you still need.
The Practice Factor
Once you’ve developed an insight for every concept in a technical course, the final step before a test is to do a small number of practice problems for each to practice applying it. (This is where the mega-problem sets of Straight-A come into play.)
Here’s the crucial observation: if you skip the insight-generating phase, no amount of practice problems will help you side-step exam disaster. If it’s a week before the exam, and you lack insights on most of the concepts: you’re out of luck.
It’s Not Easy, But It’s Also Not Complicated
It’s hard to do well in technical courses. But it’s not complicated.
During the semester, you have to see yourself like a lone soldier trying to fight back the tide of encroaching concepts. Do everything you can to build insights in the heat of battle. Become obsessive about conquering concepts.
Once you’ve turned your attention to the real battle needed to do well in technical classes, you can invest your time and energy exactly where it’s needed.
And if not, there’s always philosophy…



November 14th, 2008 at 4:17 pm
Cal,
This post couldn’t have come at a better time! Thank you!
November 14th, 2008 at 6:16 pm
You’re absolutely spot on: insight is the key. Kalid Azad (http://betterexplained.com/) calls it the “a ha” moment. His website has several articles you might find useful.
November 14th, 2008 at 6:41 pm
What exactly qualifies as a technical course? I find myself doing this for my hydrology and biology classes, but they involve more complex systems and memorization than math concepts.
November 14th, 2008 at 6:46 pm
Roughly speaking, courses with math or similar logic-based problems (i.e., theoretical computer science.)
November 14th, 2008 at 9:42 pm
Then would you recommend using a computer to take notes, or would you recommend pencil & paper? I currently take notes in my hydrology class (good combo of equations & bulleted concepts) with Word and the Equation Editor, but would this be applicable for a Calculus course?
November 14th, 2008 at 10:25 pm
Wow, I shudder to think what kind of response you’ll get from philosophy majors!
What you said captures everything I ever learned (the hard way) about the optimal way to learn. I definitely know the awesome feeling when my mental gears click into place. I experienced it a lot while learning physics. Every new concept simply falls into place, as if it couldn’t help being there given the other concepts I’d learned. It’s an addictive feeling!
I would argue though, that the rate at which many science classes move makes it very hard to stop and turn things over in your head until you can achieve deep comprehension. I took Stats last year and the class moved very quickly to a point where it required vastly more math knowledge than the class had to justify why stat tests are done the way they are done (so our prof was always like, “If you want to know that, take Probability.” Good call.)
I’m all for learning a moderate amount very well rather than learning an encyclopedia’s worth superficially, but some course objectives necessitate the latter. It was very frustrating not understanding things thoroughly. Next semester I’ll have to take a biopsyc class whose teacher lectures so fast, it’s all people can do to put things down, then go home and digest it all. The thought doesn’t make me happy. Did you ever take a class like that and what did you do?
@Amy: I think that’s the kind of question you’ll do better to figure out for yourself rather than have someone tell you. Just try taking notes with a computer and a pencil and see what works better given your notetaking speed and the materials.
November 14th, 2008 at 10:53 pm
this is a great post! it’s exactly what I’ve learned the past 3 years of engineering classes. There’s no quick and easy way to gain insight – it’s a gradual process that can’t wait until the week before a major test…
November 15th, 2008 at 12:31 am
Definitely a helpful post. I feel like the quiz and recall method tests ‘insight’ particularly well, since you have to explain concepts back to yourself outloud, in your own words.
November 15th, 2008 at 2:19 am
@Linh, cmon!
you know there is no discrimination or anything against any other major, just an example in which you do not need calculus to graduate.
November 15th, 2008 at 3:44 am
I think this post hits home. Speaking of which I did send an e-mail about how to study for Calculus(but i didn’t respond, sorry!)I’ve never done the insight step, but I have followed the tips. I guess I should follow this article when I retake Calculus.
November 15th, 2008 at 3:45 am
Lay off the philosophy majors already – philosophy is tough in its own way.
I would argue that this post also reflects what you need to do well in music performance classes. There is just a different application. To play a phrase a certain way, you have a formula that tells you when to play each note, etc. To actually play it well you have to not only understand the formula but know what’s going on behind it and how to do that with your instrument. You can’t fake it, and you can’t just learn how to read music. You have to learn how to play it.
November 15th, 2008 at 3:49 am
As a right brained person, I’ve always found that the technical courses were the death of me. Being a visual learner, I have to have an image to represent a concept. So I’d have to agree with this post being very useful and probably the key to most courses out there. That being said, some of the best technical courses I’ve taken, the instructor has done an amazing job taking abstract topics and making them concrete.
November 15th, 2008 at 4:40 am
Posts like these make me glad that I placed out of Calculus I and II, although at times I consider what it would be like as a mechanical engineer over a biology undergrad.
November 15th, 2008 at 7:23 am
Great post! More of these technical posts will be greatly greatly appreciated!!!
November 15th, 2008 at 11:49 am
To fulfill Linh’s expectations (probably not):
I major in philosophy and actually, these tips come in quite handy.
But to switch so a philosophy major if you tend to skip the insight-developing phase is not the best idea I read from you.
November 15th, 2008 at 12:43 pm
Currently, I’m thinking of my philosophy class as a technical course, because the vocabulary being used is technical. I wonder how well this approach would work for that [bi-weekly hell]?
November 15th, 2008 at 2:32 pm
I studied a lot of philosophy both at college and grad school. It was harder than any math course I’ve ever taken. I like to imagine that when new philosophy students complain about the difficulty, the professors say: “if you can’t hack it, go become a math major.” There’s a nice symmetry to that…
November 15th, 2008 at 2:38 pm
In How to Become a Straight-A Student I recommended using pencil and paper for technical courses. That’s my approach. But then again, I’ve met a lot of people with those fancy Tablet PCs where they can take notes on the screen, which seems to work as well…
Exactly! That’s why in my last book I talked about adding “technical explanation questions” to your mega problem sets — to make sure you’ve got the key insights down.
Very interesting…
I’m trying to keep at least one technical post per week…
November 15th, 2008 at 2:38 pm
Tell us more about the specific study challenge here…
November 15th, 2008 at 10:51 pm
What a great post, it’s exactly what i have to do with subjects like microeconomics, macroeconomics and others. It is really amazing how you capture the intuition thing, wich is fundamental. You should write more about this stuff, it’s very interesting and there’s a lot of us out there studying to become an engineer, so would be very helpful.
P.S (Sorry about my english)(Greetings from South America, Chile)
November 16th, 2008 at 2:06 am
Excelent post Cal. I will start applying these techniques in my finance and accounting courses.
November 18th, 2008 at 4:32 am
I find this easier said than done.
November 18th, 2008 at 2:32 pm
@a,
practice with something relatively simple, then go more complex as you feel comfortable.
November 18th, 2008 at 6:18 pm
Agreed.
However it is so refreshing to see a post that isn’t catering to liberal arts majors for once
November 20th, 2008 at 12:01 am
Great article, thanks a lot. =)
What would you say to someone who believe they DO understand the concepts, but maybe doesn’t because they still do poorly on the exams?
I find that this is my problem in my math and physics classes. I can usually follow what the professor is saying in class, I can see how he does the example problems. I can even do the hardest HW problems from the book and beyond (albeit I do these in the comfort of my apartment and not in a lecture hall, and sometimes they take me awhile, but I DO eventually figure them out), but then when the exam comes its like I’ve never seen those types of problems before, those “problems that apply the ideas in novel ways” as you said.
I am hesitant to go to office hours because I never have “specific questions” which is what the TA’s and professors usually field. It’s so frustrating to always go into the exam confident, but always leaving angry and disappointed.
Any advice?
November 21st, 2008 at 12:14 am
@Golden Bear
I’d take along the lecture notes/problems you’re working on to office hours. As Cal pointed out in an earlier point, showing the professor your partial solution to the problem will tell that professor exactly where you are stuck and what conceptual difficulties you are having. It will also set you apart from all the other students who come to office hours looking for the solution.
November 21st, 2008 at 7:01 am
OMG!! THANKYOU CAL! I’ve been looking for these type of articles for long. Looking forward to more of these. Question though, assuming this applies to high school as well as I am a high school student. I am often one of those people who say I’m just ‘not a maths person’. Teachers always tell us its effort and hard work and that if you work hard and do the work you’ll get the results. I’ve worked hard the entire year and still really struggle in technical subjects like maths. I can do all the problems from the textbook in class, even my teacher says I should get A the entire year but I never do, even with all the revision I do. It really sucks, I walk out of the exam and figure out what I did wrong. There are a few straight A students in my grade and after reading this, I have no doubt that they use insight, probably without knowing it. But do you honestly believe that everyone can do it? I think intelligence plays a big part which doesn’t give me hope. I hate that I’m surrounded by genius friends who are in a far different league than me but with common goals.Their constant ‘i don’t study’ line is really annoying and they always get an A. It’s also interesting that the people who have a mathematical brain don’t do very well in humanities and vice versa. They would say ‘I could never do history’…
November 21st, 2008 at 7:18 am
I also agree on both points. But having faced those novel problems in calculus and having done very well in calculus, I can wholeheartedly say that this was the key to my success. More please. After all, Cal, you’ve conquered these technical courses. what you did and what worked for you. I’m also going to be thinking about this issue some more.
November 21st, 2008 at 7:20 am
Sorry, I meant to say: “tell us what you did and what worked for you.”
November 21st, 2008 at 10:26 pm
What seems to work is the combination of insight building plus practice of deploying the insights (i.e., through practice problems in your mega-problem sets.) If you have insights without application practice you will freeze up — as you’ve experienced — on the test when you have to apply it.
At the high school level? Of course. The difference between students is simply their confidence and exposure to the material up to that point. The student’s who have always been told they are math people, tend to attack problems with more confidence, and struggle longer until they get answers — a type of delibrative practice that increases their ability.
You can catch-up. It does take time, but the right type of time. Make sure you have the insights learned. Then practice doing novel problems under time pressure. Work on your test-taking tactics. You’ll catch up.
November 22nd, 2008 at 2:17 am
Heh.
No offense taken re: the philosophy cracks. However, I’m not sure how useful the advice to switch to philosophy is for those unable to develop mathematical insights, considering high-level mathematical logic is often, if not a required course at the undergraduate level, at least required for success in upper-division philosophy of science courses, etc., as well as being a robust field of philosophy in its own right. This is true of every major analytic program in the country.
Perhaps you should advise erstwhile math majors to switch to English.
November 25th, 2008 at 8:57 pm
[...] the high-level, my strategy was exactly what I spelled out in my How to Ace Calculus post of two weeks ago: learn the insights. But I want to dive into the details of how I [...]
November 28th, 2008 at 5:01 pm
[...] Holistic Learning for Math – Cal Newport has an excellent article about how to do well in technical courses like math or physics. He focuses on developing what he calls “insightful studying”, however I think his approach fits nicely with holistic learning. Cal’s emphasis isn’t on memorization, but on breaking down all the details to their core, so you understand them intuitively. A must read. [...]
December 1st, 2008 at 2:53 am
I’m a little unsatisfied with your post. You’ve highlighted the key to success in the technical field – developing mathematical insight, physical intuition, etc. However, you’ve not actually told us how to do this. It is like my piano teachers telling me, “You must play that passage softer!” without actually showing me how to do it. I find your books and blogs rife with this kind of pseudo-advice, and I find it very frustrating.
What is a meaningful measure of how insightful you are about a concept? What techniques can be employed to ensure you’re gaining this “insight”? I can construct the wavefunction for hydrogen from scratch, but I don’t feel I have any “insight” into the myriad quantum numbers that fall out of the calculation.
Regarding your tips:
1. Reading the textbook may be helpful, but it’s very difficult to gleam what’s relevant on a first pass. In fact, I find that the most “insight” I gleam out of a book is when I pick it up again a year after last studying from it. Then I ask myself, “Why didn’t I get this stuff before? It’s so simple when I look at it now!”
2. It’s not always so simple to just “ask” the professor about what’s confusing you. Speaking personally, I find it difficult to ask meaningful questions in class when my mind is swirling with confusion, and professors have a bad habit of misinterpreting your question and going off on an irrelevant tangent for 5 minutes, further confusing and discouraging me.
3. It’s not as easy as “finding exactly where the problem is.” Have you ever had an unexplainable feeling of confusion? You know something’s not right. Something about the concept is bothering you, but you can’t place your finger on it, and so you can’t ask a meaningful question? What is one to do in such a situation? If I knew exactly where my problems lay, I would have them cleared up immediately.
4. This is the first piece of useful advice. I find review of notes helps clear up some of the confusion that was experienced the first time around.
5. Same as 3.
6. Again, what is a measure of “insight”? Sometimes I think I have excellent physical intution, and then I talk to someone and realize I don’t have a clue.
You can see my frustration, I’m sure. It’s not enough to present the challenge. One also needs to present the solution, and a means of gauging one’s progress.
I don’t mean to come across as harsh. Many principles outlined in your book and blog have helped me immensely, but these are mostly related to organizing my study time. I haven’t found much helpful advice on how I should best use that study time to learn, memorize, gain insight! into the material.
It may just be that I’m a stupid, slow learner, though. I wish not to have to admit that quite yet, though.
December 1st, 2008 at 5:30 pm
As I described in my follow-up post about my discrete math class, one way to solve this is later, when trying to write out the proof (or explanation) for a concept, you’ll identify exactly where you get stuck. You can then begin looking for information to get unstuck. You might start with the textbook or a web search. If still stuck, you’ll have a very specific question to bring to your professor or T.A.
December 4th, 2008 at 1:55 am
Very good article! I’m wondering what tools you recommend for organizing and visualizing concepts. Do you find mind maps helpful here or something else?
December 13th, 2008 at 7:19 am
This is exactly the philosophy with which I have approached most of my work (with variable success). You are not learning for the sake of a grade or any performance, but for what exactly says, that “deep down in your bones.” This is actually the foundation of learning anything, not just math. It is easier to see with math though.
@Adam, how to actually do this?
In my ponderings, the internalization of material comes through two things, active mental thought * TIME. You need to give yourself the time to sit down and just ponder/power through the material.
More insight on how to do this successfully? Approach everything, everything, with a sense of confidence, an absolute sense. You can learn the material, it will come to you, if you put in the requisite effort required (for me the effort to do this in a physics class is lower than a, I dunno, let’s say organic chemistry class, it was simply that way, different sorts of insights).
The thing is, if you approach it with confidence, that you can get there, you brain will be mentally prepared receive the information, be plastic enough to itnernalize it, and go to the efforts of time and concentration that it might require. If you don’t approach it with confidence, you might be just like “PV=nRT… right” and just keep going on and on… the best advice I can give is CHECK YOURSELF WHEN YOU ARE FALLING INTO THAT MENTALITY, take a break, get a drink of water, take deep breaths and hit the books again.
I think Cal has hit the nail on a lot of good tactic INSIGHTS into how to learn at the college level, but the more fundamental level most of us need learn our purpose/motivation in doing the things we do, and then attacking with full effort and confidence.
December 22nd, 2008 at 8:56 pm
Hi Cal, I ran across this post — I completely agree with the philosophy and enjoy how you phrased it. When learning, I aim for those epiphanies where everything clicks and you don’t need to memorize symbols, you see the formula for the concept it represents.
Unfortunately, math is such a pyramid of ideas that if you have a loose foundation it becomes easy to lose insight for the subsequent topics. I definitely think there’s an element of mental perseverance to believe you can “get” it at an intuitive level, even if things aren’t clear now.
Unfortunately, in school it seems our rush to cover material means we can forget the higher purpose of what we’re learning (which isn’t to memorize and forget, memorize and forget
). Anyway, great post!
January 4th, 2009 at 3:43 am
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January 18th, 2009 at 6:09 pm
Dear Cal Newport,
First, thank you for having written and published those two wonderful books of yours. Thank you, thank you, thank you. Secondly, thank you for your blog. Thank you so much. Third, I am a French student enrolled at UVA as an international student. I chose applied calculus as one of my classes and I’ve always struggled with mathematics, even when I was starting to like it. And , one of my problems was I did not understand the interest of what I was learning. What I want to ask you is, what I have been taught by my private math tutor and some of my math professors is that I have to do a lot of exercises, and being very focused. What do you think and what advices could you give me to ace my applied calculus class ?
January 19th, 2009 at 5:44 pm
Their advice fits, more or less, what I say above. You have to develop insight for every technique. Focusing very hard on an exercise, trying to figure out *why* you’re doing what you’re doing (and not just hoping to stumble into the right answer), and enlisting the help of your tutor/professor when stuck, is a good path toward insight development.
January 25th, 2009 at 3:03 am
This art, as you call it (and I agree!), is what made me fall in love with the sciences, and what is keeping me right by its side. Because of my lack of efficient study skills, I’ve often skipped the insight phase. As a result, my grades went down and I began losing confidence in myself and my abilities. At times I wonder if the sciences are really right for me. Only time and a stronger commitment to effective studying will answer this question, but after reading your article, the insight phase is now something tangible, something I can grasp again.
Thank you so much for the advice you provide on your blog, it is so valuable and can still be so easily reached by many.
February 24th, 2009 at 2:31 pm
[...] out sensible, useful ideas on how to get on top of your workload. It also talks a lot about maths. This post gives some excellent suggestions on techniques for tackling tough, technical topics such as [...]
February 27th, 2009 at 10:59 pm
[...] from effective study groups to class attendance. The advice is all built around a common theme (familar to Study Hacks readers): understanding the material is everything and the only thing that [...]
March 1st, 2009 at 5:39 pm
I think this post hits home. Speaking of which I did send an e-mail about how to study for Calculus(but i didn’t respond, sorry!)I’ve never done the insight step, but I have followed the tips. I guess I should follow this article when I retake Calculus
April 12th, 2009 at 8:59 am
[...] Read the article [...]
April 16th, 2009 at 2:01 pm
[...] Replace the ambiguous action “work through” with a specific active recall strategy. For example, to review a given mega-problem set means that you can answer every question, while narrating your steps outloud, without peeking at your notes. If you can do this, you’re done with the mega-problem set. If you can’t, review the right answers and come back later to try again. Nothing less will work for math. [...]
May 27th, 2009 at 5:55 pm
Related feedback from the philosophy department: If you give up math for philosophy, you’re probably still screwed. I teach philosophy. The students who do best are the ones who try to understand the issues at stake and why they’re at stake, rather than just trying to remember whatever it was that Socrates (or Hegel or Lucretius) said. The latter can barely do more than spit back at me whatever dead words were on a page or in their notebooks; the former are set up to think through the matter when I ask them what Socrates (or Hegel or Lucretius) would have said about x (or would have said to each other). It’s not easy, but IMO, working smarter up front means not having to work so hard later.
May 27th, 2009 at 8:58 pm
I was begin facetious. Philosophy classes were among the hardest I took at college. I’ve since studied it at a more advance level in graduate school (including Hegel, but not Lucretius), so I have a very healthy respect for those who do it well.
May 29th, 2009 at 3:12 pm
[...] is how you develop true math skill. It’s about developing insight. This link explains what I mean: Study Hacks ? Blog Archive ? How to Ace Calculus: The Art of Doing Well in Technical Courses Are you taking college math courses? Teaching [...]
June 2nd, 2009 at 4:58 pm
Thanks for this post Cal. I have your books and plan to go reread them before the beginning of my new semester. I’m transferring to a University this fall from a community college. I’m looking to get a Liberal Arts degree along with a teaching credential but am going to specialize in math. It’s not like I’ll be going into seriously hard math classes with only a specialization in math, but I thought I would start to read up on your technical posts anyhow. Here I found that this is something I do intuitively. I suppose that’s why I “get math”. It’s good to be aware of the process though and to use it to your best advantage.
Thanks as always Cal!
June 2nd, 2009 at 5:05 pm
Ps. Cal, you should read “What’s Math Got To Do With It” by Jo Boaler. It’s a very fascinating book about how math is being taught in America and why we are producing so many kids that don’t “get math.” It’s interesting because your post does touch on part of that. Jo Boaler says that teaching kids simply how to do the equation and asking them to repeat the problem over and over again, just with different numbers, never teaches them what’s actually going on in the equation. As a result, students have a hard time doing problems that don’t have a memorized equation that they can apply because they really don’t know how numbers or equations really work.
August 11th, 2009 at 6:40 pm
Bravo. I think that this applies to all technical science classes, where you need to understand the relationship between different concepts in order to correctly complete the coursework. I’m still a highschooler, but going into Junior year, I think this is going to come in handy.
August 29th, 2009 at 1:39 pm
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October 28th, 2009 at 9:18 am
Once you have an “intuitive sense of what and why”, you know you have developed the necessary insight for a concept.
How much sample problems are necessary to ensure you won’t “freeze up”?
October 28th, 2009 at 9:18 am
edit: how many
November 5th, 2009 at 8:39 pm
[...] see it when they are just starting out. A few months ago, I read an article on Study Hacks called “How to Ace Calculus”. Now when somebody asks me about doing better in their Calculus class, I point them to this [...]
November 21st, 2009 at 10:10 am
I know this comment is late, but it’s what I always try to get my students to do, and I like the clear way you layed it out. I remember how before I graduated someone asked me how I managed to get good grades on the tests in one of the challenging classes(linguistics attracts a lot of english majors who aren’t used to science)- my answer was just that you have to remember every single lesson during the semester, and understand how to apply it. Seemed like a pretty basic concept, there was no “trick.” I like your wording – developing insight for every concept introduced in lecture.
December 2nd, 2009 at 1:54 am
Yes! Yes! I have a math test tomorrow and this is exactly what I needed! Since the 6th grade I have thought that math was my weakest subject and so I would copy down every single little thing that the teacher explained…and when test time came all I had was a notebook full of formulas and notes that I couldn’t understand…I have been following this method until now and YOU made me realize my mistake. THANK YOU! You’re a lifesaver
December 2nd, 2009 at 1:56 am
Since I know the secret now, with a little insight and practice, I will ace my test tomorrow….and it will be the first math test I have aced in 7 years… I am SO putting this page on my favorites..
December 2nd, 2009 at 2:02 am
I’ve always wondered why all the smart kids in my class aced their tests…and whenever I asked them how much they studied, they told me that they didn’t study anything for the test. I was always confused b/c it seemed like I was working much much harder than they were…b/c I was practicing problems late into the night and I always bombed the tests, and was nervous and anxious on test day while they looked calm and collected.
January 28th, 2010 at 1:05 pm
[...] insights per concept I chance upon in my subjects. Like what the venerable Cal Newport said in this article, we should gain insights for every concept that is taught in our technical subjects. [...]
March 15th, 2010 at 8:18 am
maybe a bit late for me..next week, adv calc test, the upcoming week, adv calc, adv stats n linear algebra final exam..i’m dead
July 29th, 2010 at 7:14 am
I was also confused about the math when I was in school.I think that’s the kind of question you’ll do better to figure out for yourself rather than have someone tell you.
August 15th, 2010 at 3:15 pm
After attending college (while working part-time) for four yrs without completing a degree,I entered the full-time work force as an Electronics Technician(wishing to be an Engineer). I am now nearing retirement with the hope of returning to college studies as part of my retirement. Because of the current economy, I will probably need to continue working part-time. Thus back to the same issues of not having the necessary time to do all the calculus homework to really get to an “a ha” moment. Anyone have any thoughts or comments?
August 16th, 2010 at 12:52 pm
There’s no real magic shortcut here. At the base level, for any subject, you have to identify: what is the understanding necessary to do well in this class. You can then search for the most efficient possible ways to build this understanding, but the time will still remain substantial for a tough subject.
If there’s not enough time in your schedule to match this requirement, then there’s not enough time.
September 17th, 2010 at 10:17 pm
I see formulas not as numbers and variables arranged in a function to arrive at a conclusion, but as the way that they appear in a graph. Would you consider that as insight? That’s for my Calculus classes at least. Doing this for Physics or Chemistry is MUCH harder.
November 13th, 2010 at 12:21 am
awesome. rite on!
December 10th, 2010 at 6:48 am
Good God, I wish I knew this from before. Now I understand exactly why I never did well in my Physics course despite doing hundreds of questions. Exam is in a few days… I suppose there’s nothing else to be done.
February 27th, 2011 at 3:50 am
Cal I think you’re great but I think your answer to Wtldavis was a little dismissive.
Wtldavis as someone who has never taken an advanced Math class I’m probably not qualified to answer but as someone who took an FX makeup class that took a ridiculous amount of practice time (about 60 hrs for class, lab and practice)while working part time, I wonder if it would be best to take one class at a time per semester. I know that means it would take a long time to get your degree but it’s quicker than getting over your head and than quitting. Good luck I know what it’s like to be older and go back to school.
March 23rd, 2011 at 6:28 pm
Wonderful post!
I need to think of how I can use it for my students (I TA in a statistics course…)
March 24th, 2011 at 2:33 am
Speaking as a degree holder in both IS and philosophy and a person whose delivered enterprise-grade code, I feel I must retort.
I have often been asked “when do you use your philsophy degree?” My answer is
“Every day.” Many times, I wonder how people think clearly without one. Then,
one day, when reading yet another email from an engineering team that I was
supporting that was rambling, mentioned several facts but contained no directed
wish, and was non-sensical I realized: this is what the world to people
who don’t know how to argue clearly looks like!
This explains why so many engineers are treated as “trolls” by the suits. They
get trotted out for the dog and pony, but if you can’t explain the upside of
your area of expertise, then you will never advance beyond a tactical level.
Ask any engineer who’s made it big time (Technical Staff, Distinguished
Engineer), and this is the crticial skill between the alphas and the betas.
While much of the content of IS or CS degrees will change (SNOBOL versus
Haskell), the ability to reason, explore with tenacity, and structure thought
(arguably what programming also is, but in a human language), is a feature of
our condition and is unlikely to change.
It should also be noted that many philosophy degree holders are required totake symbolic logic. This makes languages (or notation systems) like the
lambda calculus or Haskell an exercise in the concepts already studied in the
pure abstract (noumenon, as we say) sans the luxury of a compiler to say if we
got it right!
Lastly, philosophy degree holders demonstrate a great deal of tenacity in the
pursuit of understanding structured thought. If you can stick through Being
and Time or the Critique of Pure Reason and derive the essential
insights located therein, you can follow a messy call stack
with the best of them.
Besides, CS is the study of a finite state machine, philosophy is the study of
the conditions of human experience, an infinite state machine
Regina scienitarum non deiecta est, amice.
March 24th, 2011 at 8:15 pm
[...] point for a discussion on what it means to really understand something. Check out the article, here, and come back tomorrow, when I’ll be sharing my own experiences doing research and studying [...]
March 27th, 2011 at 1:53 pm
Cal, you blew it.
Your explanation of the ‘intuitive’ side of differentiation is not good.
Qualification: Maybe your explanation is okay for an MIT ‘plug and grind computer scientist’, but let’s set those people aside!
!!
First, yes, in calculus and in nearly all of ‘mathematical analysis’ of which calculus is the most important part at first, ‘intuition’ is important. Really, for each good definition, theorem, or proof, there is a ‘picture’ (graph, diagram, etc.) that illustrates what is going on and makes much of the algebraic manipulation fairly obvious.
So, you are correct encouraging pictures.
Second, your picture omits any illustration of the role of h. So, you need to draw not just the tangent line but a few ‘secant’ lines, one for each value of h you want to illustrate.
Third, the derivative is a ‘local linear approximation’ to the function. Or, pick a value of h, remove the lim_{h \rightarrow 0}, rearrange, and get approximately
f(a + h) = f(a) + h f’(a)
which shows that as tweak h, f(a + h) gets tweaked by approximately just hf’(a) which is linear in h. Of course, the right side here has just the first two terms in the Taylor series.
That we are taking a limit here is crucial because we get the ‘chain rule’ that says, roughly, if we differentiate f(g(a)), then we get the local linear approximation of f evaluated at g(a) times the local linear approximation of g evaluated at a — when we differentiate a composition of two functions (here f composed with g), we get the product of the two linear approximations. This fact generalizes to where f and/or g is a vector valued function of a vector variable — nice since we get a product of two matrices.
This chain rule is especially nice since in the related subject of ‘calculus of finite differences’ we do not take a limit as h –> 0 and do not get a chain rule.
Here we see a secret: One good approximation to a complicated discrete situation is to ‘smooth’ the situation and use calculus. Can get some practical attacks on some NP-complete problems this way, etc.; some of these attacks are called ‘Lagrangian relaxation’.
Third, differentiation is linear: So with mild assumptions
(af(x) + bg(x))’ = af’(x) + bg’(x)
which is important. The two main pillars of analysis are continuity and linearity, and here we see linearity (again).
Fourth, what happens at a = 0 for f(a) = |a|, that is, the absolute value of a? Right: Without some ‘smoothness’ assumptions, there need not be a unique tangent to f at a. So, essentially everywhere in science and engineering where calculus gets used, we are asking for some ‘smoothness’ conditions. Such an assumption is more reasonable than we might think because every continuous function can be approximated as closely as we please by a function ‘smooth’ enough to be differentiable.
Fifth, the tangent, local linear approximation, and derivative get much of their importance from the fundamental theorem of calculus that if integrate f’ then get back f. A good illustration is to have f be distance traveled so that f’ is speed. Then if for, say, each second, multiply speed f’ by time of one second and add, get a good approximation to f. That is, at a, f’(a) tells us how rapidly we are ‘accumulating’ f. Or the speedometer tells us how fast we are eating up road on our way to our SO’s house.
Sixth, yes, in solving problems, first we have to guess at manipulations that might get us to a solution, and for good guesses intuition is crucial. But to do well on tests, still need to be able to solve the problems. One way to know that can solve lots of problems is to take a good sampling of the problems in the book and solve those.
Net, intuition does help and at times is crucial but is not sufficient.
March 28th, 2011 at 6:03 pm
@Steven:
Read the f*cking comments asshat. Cal clearly stated he was being facetious..twice.
April 20th, 2011 at 4:04 am
[...] Study Hacks » Blog Archive » How to Ace Calculus: The Art of Doing Well in Technical Courses (tags: math learning education study productivity) [...]
May 13th, 2011 at 4:28 am
This insight building phase was missed in the red book. In the red book, you said to forget the ideas and focus on the steady stream of examples presented by the professor. Then construct the mega problem sets, using the technical explanation questions. Even the technical explanation questions didn’t help much, accept to know the process of solving the problem. I focused on the problems in class and assignments, explaining the process of how to solve the questions via the TEQ. However, all i got was average marks. You should give better examples of how you made your TEQ, and how you developed insight.
May 13th, 2011 at 5:39 pm
This was missed in the red book. In the red book, you said to forget the ideas but focus on the examples presented in class. What you wrote, contradicted what you wrote in the red book. I focused on the example and problem assignments. I made my mega problem sets and the technical explanation questions to go along with it. The TEQ I made, required me to explain the procedure of solving the problems. The result, average marks. You should provide mores examples of how you went about developing insight, and some of your TEQ.
June 1st, 2011 at 7:09 am
[...] from effective study groups to class attendance. The advice is all built around a common theme (familar to Study Hacks readers): understanding the material is everything and the only thing that [...]
July 10th, 2011 at 6:28 pm
How can one study most effectively?…
There are very few rules for how to study most effectively because there are too many variables. Here is a basic algorithm followed by some general tips, both of which can be generalized across many settings: Repertoire: 1. List the repertoire that wil…
November 19th, 2011 at 11:58 pm
I had to take calculus for my job in 2010. I got it done.
Background: I got a computer science degree, in some sense, in the early 1980s. But, to avoid some money situations (drastic change of major to computer science, taking business calculus), and fear of “the” calculus due to a bad trig teacher…. So, I had to take “the” calculus. I got a bunch of dummy books, and a TI-89 calculator. My background of doing computer code maintenance for years got me through this. Those tests I took: calculators were not permitted. But, basic trig formulas were provided. Calc II course in the summer: we were allowed the integration formulas, only, along with trig identities. Of course,during that summer, I hired a lawn mower service and house cleaning service while I was taking calculus II in the summer’s 8 week course.
Key: Get to know classmates! Work with them. Get into study groups. Without my classmates, I would have not gotten my high A’s in calculus, probably gotten low B’s to C’s, without them for sure in calculus II.
In this day and age: get dummy/idiot books (I did), and read/work those problems as well.