The Map of Mathematics

The mathematics we learn in school doesn’t
quite do the field of mathematics justice. We only get a glimpse at one corner of it,
but the mathematics as a whole is a huge and wonderfully diverse subject. My aim with this video is to show you all
that amazing stuff. We’ll start back at the very beginning. The origin of mathematics lies in counting. In fact counting is not just a human trait,
other animals are able to count as well and e vidence for human counting goes back to
prehistoric times with check marks made in bones. There were several innovations over the years
with the Egyptians having the first equation, the ancient Greeks made strides in many areas
like geometry and numerology, and negative numbers were invented in China. And zero as a number was first used in India. Then in the Golden Age of Islam Persian mathematicians
made further strides and the first book on algebra was written. Then mathematics boomed in the renaissance
along with the sciences. Now there is a lot more to the history of
mathematics then what I have just said, but I’m gonna jump to the modern age and mathematics
as we know it now. Modern mathematics can be broadly be broken
down into two areas, pure maths: the study of mathematics for its own sake, and applied
maths: when you develop mathematics to help solve some real world problem. But there is a lot of crossover. In fact, many times in history someone’s
gone off into the mathematical wilderness motivated purely by curiosity and kind of
guided by a sense of aesthetics. And then they have created a whole bunch of
new mathematics which was nice and interesting but doesn’t really do anything useful. But then, say a hundred hears later, someone
will be working on some problem at the cutting edge of physics or computer science and they’ll
discover that this old theory in pure maths is exactly what they need to solve their real
world problems! Which is amazing, I think! And this kind of thing has happened so many
times over the last few centuries. It is interesting how often something so abstract
ends up being really useful. But I should also mention, pure mathematics
on its own is still a very valuable thing to do because it can be fascinating and on
its own can have a real beauty and elegance that almost becomes like art. Okay enough of this highfalutin, lets get
into it. Pure maths is made of several sections. The study of numbers starts with the natural
numbers and what you can do with them with arithmetic operations. And then it looks at other kinds of numbers
like integers, which contain negative numbers, rational numbers like fractions, real numbers
which include numbers like pi which go off to infinite decimal points, and then complex
numbers and a whole bunch of others. Some numbers have interesting properties like
Prime Numbers, or pi or the exponential. There are also properties of these number
systems, for example, even though there is an infinite amount of both integers and real
numbers, there are more real numbers than integers. So some infinities are bigger than others. The study of structures is where you start
taking numbers and putting them into equations in the form of variables. Algebra contains the rules of how you then
manipulate these equations. Here you will also find vectors and matrices
which are multi-dimensional numbers, and the rules of how they relate to each other are
captured in linear algebra. Number theory studies the features of everything
in the last section on numbers like the properties of prime numbers. Combinatorics looks at the properties of certain
structures like trees, graphs, and other things that are made of discreet chunks that you
can count. Group theory looks at objects that are related
to each other in, well, groups. A familiar example is a Rubik’s cube which
is an example of a permutation group. And order theory investigates how to arrange
objects following certain rules like, how something is a larger quantity than something
else. The natural numbers are an example of an ordered
set of objects, but anything with any two way relationship can be ordered. Another part of pure mathematics looks at
shapes and how they behave in spaces. The origin is in geometry which includes Pythagoras,
and is close to trigonometry, which we are all familiar with form school. Also there are fun things like fractal geometry
which are mathematical patterns which are scale invariant, which means you can zoom
into them forever and the always look kind of the same. Topology looks at different properties of
spaces where you are allowed to continuously deform them but not tear or glue them. For example a Möbius strip has only one surface
and one edge whatever you do to it. And coffee cups and donuts are the same thing
– topologically speaking. Measure theory is a way to assign values to
spaces or sets tying together numbers and spaces. And finally, differential geometry looks the
properties of shapes on curved surfaces, for example triangles have got different angles
on a curved surface, and brings us to the next section, which is changes. The study of changes contains calculus which
involves integrals and differentials which looks at area spanned out by functions or
the behaviour of gradients of functions. And vector calculus looks at the same things
for vectors. Here we also find a bunch of other areas like
dynamical systems which looks at systems that evolve in time from one state to another,
like fluid flows or things with feedback loops like ecosystems. And chaos theory which studies dynamical systems
that are very sensitive to initial conditions. Finally complex analysis looks at the properties
of functions with complex numbers. This brings us to applied mathematics. At this point it is worth mentioning that
everything here is a lot more interrelated than I have drawn. In reality this map should look like more
of a web tying together all the different subjects but you can only do so much on a
two dimensional plane so I have laid them out as best I can. Okay we’ll start with physics, which uses
just about everything on the left hand side to some degree. Mathematical and theoretical physics has a
very close relationship with pure maths. Mathematics is also used in the other natural
sciences with mathematical chemistry and biomathematics which look at loads of stuff from modelling
molecules to evolutionary biology. Mathematics is also used extensively in engineering,
building things has taken a lot of maths since Egyptian and Babylonian times. Very complex electrical systems like aeroplanes
or the power grid use methods in dynamical systems called control theory. Numerical analysis is a mathematical tool
commonly used in places where the mathematics becomes too complex to solve completely. So instead you use lots of simple approximations
and combine them all together to get good approximate answers. For example if you put a circle inside a square,
throw darts at it, and then compare the number of darts in the circle and square portions,
you can approximate the value of pi. But in the real world numerical analysis is
done on huge computers. Game theory looks at what the best choices
are given a set of rules and rational players and it’s used in economics when the players
can be intelligent, but not always, and other areas like psychology, and biology. Probability is the study of random events
like coin tosses or dice or humans, and statistics is the study of large collections of random
processes or the organisation and analysis of data. This is obviously related to mathematical
finance, where you want model financial systems and get an edge to win all those fat stacks. Related to this is optimisation, where you
are trying to calculate the best choice amongst a set of many different options or constraints,
which you can normally visualise as trying to find the highest or lowest point of a function. Optimisation problems are second nature to
us humans, we do them all the time: trying to get the best value for money, or trying
to maximise our happiness in some way. Another area that is very deeply related to
pure mathematics is computer science, and the rules of computer science were actually
derived in pure maths and is another example of something that was worked out way before
programmable computers were built. Machine learning: the creation of intelligent
computer systems uses many areas in mathematics like linear algebra, optimisation, dynamical
systems and probability. And finally the theory of cryptography is
very important to computation and uses a lot of pure maths like combinatorics and number
theory. So that covers the main sections of pure and
applied mathematics, but I can’t end without looking at the foundations of mathematics. This area tries to work out at the properties
of mathematics itself, and asks what the basis of all the rules of mathematics is. Is there a complete set of fundamental rules,
called axioms, which all of mathematics comes from? And can we prove that it is all consistent
with itself? Mathematical logic, set theory and category
theory try to answer this and a famous result in mathematical logic are Gödel’s incompleteness
theorems which, for most people, means that Mathematics does not have a complete and consistent
set of axioms, which mean that it is all kinda made up by us humans. Which is weird seeing as mathematics explains
so much stuff in the Universe so well. Why would a thing made up by humans be able
to do that? That is a deep mystery right there. Also we have the theory of computation which
looks at different models of computing and how efficiently they can solve problems and
contains complexity theory which looks at what is and isn’t computable and how much
memory and time you would need, which, for most interesting problems, is an insane amount. Ending
So that is the map of mathematics. Now the thing I have loved most about learning
maths is that feeling you get where something that seemed so confusing finally clicks in
your brain and everything makes sense: like an epiphany moment, kind of like seeing through
the matrix. In fact some of my most satisfying intellectual
moments have been understanding some part of mathematics and then feeling like I had
a glimpse at the fundamental nature of the Universe in all of its symmetrical wonder. It’s great, I love it. Ending
Making a map of mathematics was the most popular request I got, which I was really happy about
because I love maths and its great to see so much interest in it. So I hope you enjoyed it. Obviously there is only so much I can get
into this timeframe, but hopefully I have done the subject justice and you found it
useful. So there will be more videos coming from me
soon, here’s all the regular things and it was my pleasure se you next time.

Comments 100

  • I have never liked the idea of separating the so-called “pure” mathematics from applied mathematics. This categorisation si vague: optimisation and game theory can be very abstract, and also theory of computation is actually used in a lot of applications.

  • I think differencial equations should be in the middle between theory and applecation since most of them are used in order to describe physics

  • Negative numbers are also invented in india , if you want you can check.

  • Classifying general statistics (not financial or game theory) to applied math seems questionable to me, especially now, when due to quantum physics we know that universe in depth has pure random nature, as numbers themselfs (as far as I concerned) have random properties, for instance, distribution of primes among natural numbers.

  • Complexe numbers is the best subject in maths 😍😍

  • I learned all of this

  • Whenever people say "maths" it just makes me think of what they might actually be saying: "mathematics-es" lol

  • Quaternians and octonians were forgotten

  • It would take me 5 billion years to learn all of this

  • Thank you ❤️

  • For a second I thought you'd forgotten Set Theory

  • Now how does graphics programming tie into this? ??? Lol

  • "Some infinities are bigger than others."

    Ah yes, I see you're a fan of The Smiths too.

  • Man,i wish i was Omniscience😢

  • "Mathematics is the language with which God has written the universe"

  • Thank you

  • 1 is not a prime number.

  • What about induction proof?

  • Dislike for using BCE

  • It's very naive to say that Godel's incompleteness theorem means that mathematics is made up by humans. The same fundamental relationships can be seen through different sets of axioms: the relationships themselves are objective, and there is ultimately not that much freedom over which ones you choose; but even if there was, mathematics is all discovered given the set of axioms commonly chosen, which could be chosen by any aliens.

  • This is one of the most beautiful videos Ive had the fortune to come across, thanks very much, I might buy it and print it on my wall to keep the inspiration every morning

  • Because we think we made it up, but rather we were allowed to discover it when we were ready.

  • I hate maths.

  • 1:56 thats trippy…

  • So …I can blame Iran for Algebra?

  • I think Math has a lot of problems and should see a therapist ASAP.

  • ……………… pure maths makes me wanna die

  • roses are red
    violets are blue
    the titel is German
    so why aren't you

  • Good video. All of your dice, save one, are incorrect, however. Opposite sides of a regulation die add to seven.

  • You are so cute ❤

  • At 1:40 the coordinate system is wrong. The imaginary part ist the vertical line!

  • Great work. Much Appreciated.

  • This video helps me to sleep
    Thank you dude!!

  • Thank you, that was fun.

  • I learned engineering mathematics and you nailed it

  • For the sectors with given m

  • 10:10 This is exactly why i love science: it is hard but it is rewarding with nirvana

  • What's the point of learning something and stressing about it when we will never use it in the future

  • 3:00 ouch…

  • This is the best video I've seen in a long long time

  • Where do Discrete Mathematics and Abstract Algebra fit in?

  • As far as I know one can not deduce out of Gödel's Incompleteness Theorems that maths is made up by humans
    1. The impossibility to proof in a system of axioms that this system is coherent and non-contradictory does not imply that maths is made up neither that one is not abel to proof this for example in another system of axioms.
    2. This Theorem refers to maths which is expressed within symbolic logic. It does not say that the contentual (formal) logic, which lays behind this, can not be fully coherent, it is just the symbolism, which is limited in its expressiveness. (Finsler is analysing this in his Theorems about Gödels work)

  • We are people still so ignorant about younger disciplines of mathematics? Modern probability is far from being only some "applied mathematics" or a helper for statisticians. The whole Itô theory extends ideas of integration from deterministic integrators to stochastic processes. Or, for example, I solve deep differential geometrical problems or problems in spectral calculus but using completely different, probabilistic, methods, namely Bismut-type formulae. Also other fields of probability like solving Lévy SDEs or extending existing theory to Feller-type processes is far from being applied mathematics.

  • Learnt more in this video than I did in 3 years doing a degree in pure & applied!

  • Well done!

  • للاسف هذا الرجل لم يذكر فضل العرب ويتكلم بثقه غير مفهومه.

  • Chinese invented negative numbers. Egyptians made first equations. India made 0. Thanks! God bless you.

  • …. it's terrifying

  • How can I find a job doing one of these things?

  • Fasinante.

  • It's not really a mystery as to why Math works. It has to do with how we do science. We make an observation, and based on that observation we make a guess, test that guess, and if it doesn't make sense we tweak it. Math doesn't fit anything in the universe it just fits our perspective of the universe.

  • I love math so much but, to be honest, I am not that totally good at it. And now I am taking Bachelor of Secondary Education and I am planning to take math as my major. Love the video.😍

  • You mean the map of hell?

  • There should be operator algebra and functional analysis. Imo.

  • Is it possible to put all the subjects of mathematics in the form of a tree ?

  • Finally I got …What i want .. Thank you

  • Nice video! Thanks!
    Make a video about a map of business, please! (economics, management, marketing, accounting, etc.)
    It would be so cool!

  • Thanks.

  • Does anyone have a recommendation for a book that goes over all these topics more in detail?

  • Your video it’s just a quite well explained modelo of mathemathics, you captured the esence of every single part of maths thank you so much

  • Persians picked algebra from India.

  • The important part of this whole math is #made up by us humans# Nothing else! And oddly it worked. Otherwise we wouldn't see Voyagers one and two travelling interstellarly!

  • do you have one for physics?

  • @1:49 take quaternions, now on the rise with 3D graphics…

  • @5:42 oh look, a composite pendulum shown as the "first instance" of chaos theory: so good
    but, actually, was it? or was the n-body-problem first? yeah, Galileo came before Newton, but…
    you sure?

  • @6:02 well, sort of a web: knowledge is represented on graphs describing ontologies (rdf, owl)

  • 5:23 not necessarily.

  • 0:06 cos theta = O/A lol what?

  • This guy is not counting the Maya culture in math.

  • How to learn all of this?

  • Simplex method

  • In the order of operations which did not come about until around nineteen hundred why is one right and the other wrong. During newton time did not exist when calculus came about.

  • Universal rule of math: you use a human brain

  • Why this video was more along the lines of the history of math I'm much more interested in the progression in the way which math should be learned starting with the very basics of numbers moving on up all the way to the algebra level

  • You forgot a thing


  • 😯😯😯😯😯😯😯😯😯😯😯😯😯😯😯

  • I get curious of math by watching this :3

  • I remember when I was very young and 2x3x3 was something which I was excited to learn about XD.

  • Why am I here? I dont even do math… smh

  • Math is everthing.

  • Math is the language of the gods.

  • Video ends @ 5:52 . Pure Mathematics Gang Rise Up

  • I think your mapping skills are very good bro.😊😃😃🙂😎

  • This is wrong… how can china invent negative numbers without conception of zero…

  • He started with a hisotirical error when he said the persian mathematicians. They are all arab mathematicians and all the mathematical books are written in arabic language in Baghdad and other great arabic cities.

  • 9:20 I don't think this is such a deep mystery. A great definition of math is: the study of patterns. The notation of math is the language we use to describe patterns. The fact that we use math so effectively to build models of phenomena we observe in nature just means: 1) We've honed our tool well to describe lots of different types of patterns and 2) There are lots of patterns in nature.

    Our ability to observe patterns in nature can be attributed to two facts: 1) the universe seems to follow some rules and 2) the universe is a relatively low-entropy system.
    The first is more fundamental and still pretty mysterious. Even in a high-entropy universe that follows rules, patterns should present themselves, just not as clearly. If you point a camera at almost anything in the universe, you'll get an image with lots of structure. In a high-entropy universe, you would expect values to be more-or-less randomly assigned to pixels such that pretty much every photograph would look like TV static. Finding patterns in such a universe would be very difficult, but so would supporting living organisms, so the anthropic principal rears its ugly head. Why the universe follows any rules at all may be a fundamentally un-answerable question.

    I would also like to suggest that each branch of mathematics involves a different specific subset or aspect of patterns. For instance: Probability is the study of patterns for which we have incomplete information.

  • I thought for equation its y=mx+b not y=mx+c

  • Here’s what bothers me,

    My education in game development was spread out over five years: 2 in community college, and three in…’regular college’ or whatever its called.

    In community college I learned all about pure maths; calculas, algerbra, trigonometry, and other stuff. While I managed to get passing grades I didn’t really retain as much of it as I should have because I was more worried about passing my classes than retaining the information.

    In regular college I got to the fun part: actually building games. I learned about design, got to sharpen my already solid coding skills, and get a taste of what every other aspect of game development is like.

    The problem? I’m at a point now where I REALLY wish I could remember more about all those seemingly useless mathmatical systems I learned in community college. Game engines come with a lot of tools and functions pre-built to simplify the game making proccess, but every now and then I’ll need to do something, like program a snake to slither in a very specific manner, and I’ll get this feeling like there’s a very simple mathmatical forumla or principle I learned about that could help me achieve the effect I’m looking for, but that I can’t remember.

    Math, without context, is fun but not memorable. I wish there had been some way for my teacher’s to teach me math in the context of my chosen career so that I could understand why certain things are as important as the are. At the end of the day though, I only have myself to blame for not retaining the information.

    I’ve been making plans to refresh myself in calculas, trigonometry, and any other maths that I can. This video will be VERY useful in helping me keep track of some of the things I need to cover, and for that I am grateful.

    To anyone getting into game development, or any industry for that matter(even english); PAY ATTENTION AND DON’T FORGET ALL THE MATH YOU LEARN IN COLLEGE OR HIGHSCHOOL. It is far easier easier to maintain a skill than it is to relearn it.

  • Beautiful! Splendid! Amaizing!

  • Hey guys! I’m a grad student in pure math and I teach and tutor math as well. I just uploaded my first video of “divisibility rules for 3,7,11” on my channel check it out !! I’m doing the coprime rule for divisibility next! And the relationship between gcd and LCM !!

  • You’ve successfully sparked so much interest in me! This is amazing

  • Nicely classified

  • "We only gets a glimpse of Mathematics in school "

    Me : Dying while studying 9th maths 😑

  • missed tensors i think

  • If i understand math

  • Looks at map
    Realises I am hopelessly lost
    Goes back into times table town where I return home and cry myself to sleep

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