Which books for Calculus AND Linear Algebra

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Discussion Overview

The discussion revolves around selecting appropriate textbooks for studying Calculus and Linear Algebra, with a focus on two proposed paths. Participants share their experiences and preferences regarding various books, aiming for a rigorous mathematical approach suitable for future studies in Computer Vision.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant proposes two paths for study: (a) Keisler's approach followed by Nitecki's books and Freidberg's Linear Algebra, or (b) Simmons' Calculus with analytic geometry followed by Apostol's volumes and Shilov's Linear Algebra.
  • Another participant mentions a positive experience with Spivak's "Calculus," suggesting it as a worthwhile resource, noting its smoothness compared to Apostol.
  • Some participants express confidence in the recommendations made by micromass, citing reliability based on their own experiences with Nitecki's works.
  • There is a suggestion that Apostol integrates Linear Algebra into his Calculus teachings, which may reduce the necessity for a separate text on Linear Algebra.
  • One participant emphasizes that studying Apostol thoroughly is a valuable investment of time.

Areas of Agreement / Disagreement

Participants generally agree on the quality of Apostol and Simmons' texts, but there is no consensus on the necessity of additional Linear Algebra resources after studying Apostol. Multiple competing views on the best sequence of books remain unresolved.

Contextual Notes

Some participants express uncertainty about the availability of reviews for Nitecki's books and the overall effectiveness of different approaches to learning. The discussion reflects a variety of personal experiences and preferences in mathematical education.

Who May Find This Useful

Readers interested in self-studying Calculus and Linear Algebra, particularly those seeking rigorous mathematical texts and those preparing for advanced studies in fields like Computer Vision.

Elementalnature
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I wanted to go through Calculus and then Linear Algebra following either of two paths:

a) Keisler's Infinitesmal approach>>>Nitecki Deconstructing Calculus>>>Nitecki Calculus in 3D>>>Freidberg's Linear Algebra

OR

b) Simmons Calculus with analytic geometry>>>Apostol Vol 1>>>>Apostol Vol 2>>>>Shilov's Linear Algebra

The first path (a), follows micromass's self-study article but the problem I have with it is that it is almost impossible to find any reviews on both of Nitecki's books.

I have a pretty good level of Mathematical Maturity from my studies in Mechanical Engineering but never studied Maths in a systematic way and had terrible teachers. Therefore I want to change that by following a regime using a sequence of books. I've grown to realize that I think more like a mathematician/philosopher so I like the idea of proofs which I did rudimentarily while in high school.

If it helps I'd like the linear Algebra and Calculus I learn to be relevant for a graduate course in Computer Vision. Although I still want to gain the full benefit of a rigorous mathematical approach to Calculus and Linear Algebra, not an engineering approach.
I considered using Lang's intro Calculus and Linear Algebra books in place of Simmons for Calculus and also as an additional book for learning Linear Algebra. If you have opinions on this, I would like to hear them too.
 
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MyWrathAcademia said:
I have a pretty good level of Mathematical Maturity from my studies in Mechanical Engineering but never studied Maths in a systematic way and had terrible teachers. Therefore I want to change that by following a regime using a sequence of books. I've grown to realize that I think more like a mathematician/philosopher so I like the idea of proofs which I did rudimentarily while in high school.

Same for me. At the beginning it was fun and useful, but then I abandoned the project :sorry:

Btw here on PF, someone once suggested me Spivak's "Calculus". It is really good and since you have te same interest I had, I can assure you it is a book worth reading (or at least consulting... you know, 600 or more pages... ). From what I have understood is more or less on the same level of Apostol, but it is "smoother" (?). Anyway I don't know the other books so I can't really say what you should do, but if you can download Spivak's book you can check if you like it.
 
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you cannot go wrong with either choice. in the first place the mere fact that micromass rcommended those books is in itself a positive review and one by someone you know is very reliable. as a second one i will say that i was very positively impressed by the only book i have read by nitecki, his DE book.

in the second choice of course i rcommend anything by apostol and simmons.
 
Maybe someone else can comment on this, but as far as I know, Apostol teaches linear algebra as you go. So, a dedicated text after Apostol might not totally be necessary. If Apostol teaches enough linear algebra and you have enough mathematical maturity, you're time could be best spent on really understanding Apostol and not worrying about other books.
 
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