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Dear MathOverflow community,

In about a year, I think I will be starting my undergraduate studies at a Dutch university. I have decided to study mathematics. I'm not really sure why, but I'm fascinated with this subject. I think William Dunham's book 'Journey through Genius ' has launched this endless fascination.

I can't wait another whole year, however, following the regular school-curriculum and not learning anything like the things Dunham describes in his book. Our mathematics-book at school is a very 'calculus-orientated' one, I think. I don't think it's 'boring', but it's not a lot of fun either, compared to the evalutation of $\zeta(2)$, for example. Which is why I took up a 'job' as as a tutor for younger children to help them pass examinations. I wanted to make money (I've gathered about 300 euros so far) to buy some new math-books. I have already decided to buy the book ' Introductory Mathematics: Algebra and Analysis' which should provide me with some knowledge on the basics of Linear Algebra, Algebra, Set Theory and Sequences and Series. But what should I read next? What books should I buy with this amount of money in order to acquire a firm mathematical basis? And in what order? (The money isn't that much of a problem, though, I think my father will provide me with some extra money if I can convince him it's a really good book). Should I buy separate books on Linear Algebra, Algebra and a calculus book, like most university web-pages suggest their future students to buy?

Notice that it's important for me that the books are self-contained, i.e. they should be good self-study books. I don't mind problems in the books, either, as long as the books contain (at least a reasonable portion) of the answers (or a website where I can look some answers up).

I'm not asking for the quickest way to be able to acquire mathematical knowledge at (graduate)-university level, but the best way, as Terence Tao once commented (on his blog): "Mathematics is not a sprint, but a marathon".

Last but not least I'd like to add that I'm especially interested in infinite series. A lot of people have recommended me Hardy's book 'Divergent Series' (because of the questions I ask) but I don't think I posess the necessary prerequisite knowledge to be able to understand its content. I'd like to understand it, however!

Max Muller
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    Walter Rudin's Principles of Mathematical analysis, Nicolas Bourbaki's Topologie Generale (part I&II), and his Algebre (part I). Do not waste your time with Bourbaki's book on set theory. – Harry Gindi Jun 14 '10 at 21:00
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    Please take what Harry says with a grain of salt,Max.He thinks anything with motivation is not mathematics and that's not good for beginners. – The Mathemagician Jun 14 '10 at 21:10
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    @Harry Gindi: These books look nice, too. But isn't Topology more of a graduate subject? – Max Muller Jun 14 '10 at 21:12
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    @Andrew L: I understand what you mean, now... Mister Gindi: I think the Bourbaki Books are (far) too difficult at the moment, for me. – Max Muller Jun 14 '10 at 21:21
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    Max, I think that the sooner you stop worrying about questions like "But isn't Topology more of a graduate subject?", the better. Most Bourbaki's books do not make good first reading for the subject, that's true, but there are topology books that can, and should be, read while still undergraduate. There is no such thing as undergraduate/graduate subject, there is mathematics and something else. – Vladimir Dotsenko Jun 14 '10 at 21:34
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    Oh ok, thanks for the advice, mister Dotsenko. But don't you think it's better to read a book on algebra $first$ and $then$ read a book on Topology? Or isn't it that important? – Max Muller Jun 14 '10 at 21:41
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    @Max Depends on how the topology book is organized,Max.If it has a mainly geometric approach,like the McCleary book for example-then you should definitely learn algebra first. If the emphasis is on point-set methods-then you need to master calculus/real analysis first and some basic set theory. – The Mathemagician Jun 14 '10 at 21:56
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    Well, some real analysis is a prerequisite for topology, but not algebra. The book by Steenrod and Chinn I mention in my answer below is a great example of an introductory topology book for which, at least up to some point, you don't need much except for enthusiasm... – Vladimir Dotsenko Jun 14 '10 at 21:56
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  • Some of the answers you have received are a little odd, IMO. I see some fairly difficult graduate level books being recommended for a high school student who knows some calculus. (Homological algebra? Really?) I honestly don't know what to make of this.
  • Generic advice that may or may not be something you need to hear: Don't get discouraged. Math is hard for everybody. Be persistent, but if you have a book you can't make progress on, don't feel the least bit of shame in turning to a more elementary treatment or going back to learn prerequisite topics or whatever it takes.
  • – Michael Benfield Jun 14 '10 at 22:10
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    Aack! If you want italics, on MO put underscores _ or asterisks * on either side, not dollar signs. In TeX, use {\em text }. Dollar signs make the computer process whatever's inside as math, as if you had all those variables to multiply together. The classic example is $difference$ versus difference — notice the spacing around the f s. (In the default TeX font, the correct look is $\textit{difference}$.) The spacing is even weirder for words with ffi: $spiffier$, $\textit{spiffier}$, spiffier. – Theo Johnson-Freyd Jun 14 '10 at 22:10
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    The Spivak book "Calculus" is well-suited to self-study since it has lots of exercises (theory and computation). The Steenrod-Chinn book mentioned below will open your eyes to the topology of the real line (I read it before I learned rigorous calculus, and loved it; but lacks enough exercises). Another fun book is Gerald Edgar's undergraduate book "Measure, Topology, and fractal geometry". It has many exercises/examples and will lead you into first steps of metric spaces, measure, and topology in concrete settings. Don't rush. Weyl & Serre & category theory can wait for later in life. :) – Boyarsky Jun 14 '10 at 22:23
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    Dear Max, I learnt (rigorous) calculus and some basic topological concepts when I was in high-school, via self-study, from The elements of real analysis, by Bartle. It is a (very!) long time since I looked at it, but it had a careful treatment of concepts like continuity and limits in terms of epsilons and deltas, and also in the more topological language of open and closed sets. If I remember correctly, it introduced concepts such as connectedness and compactness (in the context of subsets of $\mathbb R^n$). It also gave a nice treatment of lots of classical analysis topics. – Emerton Jun 15 '10 at 00:28
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    I looked at the table of contents for the book the OP linked to ("Introductory Mathematics:...") and they define things like sets, functions, injective, bijective, complex numbers, vector spaces, etc. I think it would be considerate if people kept this in mind when suggesting books. Some people have not done this, and I would agree with Mike Benfield that you shouldn't be discouraged if a randomly chosen book from the answers is too difficult to understand right now. Many of them will still be difficult after several years of studying math. – Peter Samuelson Jun 15 '10 at 00:33
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    @Andrew L: I'm sure this will rather surprise you, but I actually picked up Bourbaki's book on integration, and guess how they motivate the idea of a measure! Physics! It turns out that people who don't actually read Bourbaki and just say things based on preconceived notions oftentimes look rather siily.... – Harry Gindi Jun 15 '10 at 04:57
  • Also, @Op: Bourbaki's book on topology is one of the most modern and comprehensive treatments of point-set topology. It makes use of filters and uniformities, something that most other books do not cover at all. Don't listen to Andrew L, he basically thinks that Bourbaki is the devil. – Harry Gindi Jun 15 '10 at 05:09
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    @Harry I just said they were bad books for the beginner,that's all. I don't like them in general,but they do give a complete overview of mathematics with complete rigor and modernity.By the way,Harry-filters and uniformities can be found in Willard and Engelking as well-and easier to break into.I first learned general convergence myself from Bartle's classic paper "Nets and filters in topology". – The Mathemagician Jun 15 '10 at 06:17
  • Good Max, keep on studying and wondering in math. This is one of the most posts I've ever read on MO! – Unknown Jun 15 '10 at 07:12
  • @ Mister Solomon: Do you mean 'best' post? Thanks anyhow, as I think I should consider your comment as a compliment;) – Max Muller Jun 15 '10 at 10:26
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    @Harry: Bourbaki's motivation via physics is not in the main text, just in historical notes at the end. Bourbaki only provides (some historical) motivation in appendices, and not for all main notions introduced in the text itself (as would be appropriate for beginners). Andrew L. is correct: the style in which the actual Bourbaki texts are written (not the appendices) has zero motivation. As a test case for the irrelevance of much motivation, please read Chapter IV--VI of Bouraki Lie algebras and then discuss what you "learned" with your professors who know representation theory. – Boyarsky Jun 15 '10 at 16:43
  • @Max, I think it was because you did not write as @Solomon, that the comment did not reach me. However, after two years, I ended up reading this post again. I meant as you said. I wish you all the best in your mathematical adventure. – Unknown Mar 11 '12 at 18:58
  • Contributing a vote as no longer relevant. The questions seems to have run its course; later answers seem to have hardly attracted attention anymore. –  Oct 23 '12 at 11:41