| by Kenneth Chase | 100 comments

## 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.

#### LESLIE TURNER

Jul 7, 2019, 1:16 pm Reply

I was terrible at mathematics & computers until I started learning how to operate Microsoft Excel via YouTube tutorials for various business and Financial reconciliation, compilation and consolidation. The beauty of numbers is in everything and they're confirmation of the existence of God. The numbers can help you see how short and precious life is and that accounting for dollars and things over people is why we're miserable as a whole. If we invested more time in accounting for people and what positive attributes we share, we would be able to predict a more positive future outcome by unlocking the individual's true potential. The key is to drown out the material noise and distractions in our physical environments in order to recognize this constant flow that is rooted in all of us across all times and places. If someone offered me a trillion dollars if I could count the trillion dollars, I would decline because the time it would take would exceed the time I'm willing to physically & mentally sacrifice to execute the job. We've been gifted with mathematics in order to extend and optimize life as long as that is the intention.

#### _ hdj07_

Jul 7, 2019, 7:02 pm Reply

I thought zero was created by Arab countries

#### كوتشيكي روكيا

Jul 7, 2019, 12:39 pm Reply

شكرا على هذا الفيديو حقا رائع تستحق أكبر لايك?????❤

#### Reza Kian

Jul 7, 2019, 4:21 pm Reply

Am I missing something? Where does real analysis fit in?

#### Akshika Wijesundara

Jul 7, 2019, 4:26 pm Reply

Thanks man! This is quite useful.

#### Martin Nolte

Jul 7, 2019, 6:02 pm Reply

We have learned half of that in school

#### No no

Jul 7, 2019, 6:04 pm Reply

great job thank you!

#### EDUARDO SANTOS

Jul 7, 2019, 2:14 am Reply

?

#### Jonathan Davis

Jul 7, 2019, 3:26 pm Reply

PYTHON

#### ianthespaceguy

Jul 7, 2019, 7:00 pm Reply

This was awesome, thanks.
Phat stacks lol
Physics is Phun:)

#### Ale xis

Jul 7, 2019, 9:52 pm Reply

Thank you!!! I was clarifying to me

#### KMS

Jul 7, 2019, 12:11 am Reply

I have a hard time with math but enjoy others talking about it. It’s all so interesting.

#### Potato Tomato

Jul 7, 2019, 12:13 am Reply

7:59?

#### Mario Abarca

Jul 7, 2019, 5:34 am Reply

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.

Jul 7, 2019, 8:13 am Reply

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

#### sakshi mehta

Jul 7, 2019, 1:39 pm Reply

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

#### СВЭП

Jul 7, 2019, 2:05 pm Reply

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.

Jul 7, 2019, 2:50 pm Reply

Complexe numbers is the best subject in maths ??

#### Atul Sarmah

Jul 7, 2019, 2:57 pm Reply

I learned all of this

#### N J G

Jul 7, 2019, 12:46 am Reply

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

#### Dissolute Void

Jul 7, 2019, 4:43 am Reply

Quaternians and octonians were forgotten

#### john louie abendan

Jul 7, 2019, 1:51 pm Reply

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

#### Sami Loul

Jul 7, 2019, 2:14 pm Reply

Thank you ❤️

#### ArachnosMusic

Jul 7, 2019, 7:08 pm Reply

For a second I thought you'd forgotten Set Theory

#### Kameron Briggs

Jul 7, 2019, 7:25 pm Reply

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

#### Angelo Angelo

Jul 7, 2019, 11:43 am Reply

"Some infinities are bigger than others."

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

#### so _weird

Jul 7, 2019, 1:40 pm Reply

Man,i wish i was Omniscience?

#### Lucas Oliveira

Jul 7, 2019, 3:04 pm Reply

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

#### Skylar Demsworth

Jul 7, 2019, 5:03 pm Reply

Thank you

#### Joel Doxtator

Jul 7, 2019, 7:04 pm Reply

1 is not a prime number.

#### Renan Dias Rennó

Jul 7, 2019, 9:28 pm Reply

#### Cameron Oliver

Jul 7, 2019, 9:36 pm Reply

Dislike for using BCE

#### Cameron Oliver

Jul 7, 2019, 9:42 pm Reply

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.

#### Ricardo Espinel

Jul 7, 2019, 1:10 am Reply

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

#### Demitri Kennelkoff

Jul 7, 2019, 2:26 am Reply

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

#### Hello HELLO!!

Jul 7, 2019, 7:03 am Reply

I hate maths.

#### Ben Lee

Jul 7, 2019, 12:26 pm Reply

1:56 thats trippy…

#### Afayanl

Jul 7, 2019, 4:52 pm Reply

So …I can blame Iran for Algebra?

#### Afayanl

Jul 7, 2019, 4:53 pm Reply

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

#### Daisy C

Jul 7, 2019, 6:44 pm Reply

……………… pure maths makes me wanna die

#### Recho Rides

Jul 7, 2019, 8:34 pm Reply

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

#### John Concha

Jul 7, 2019, 5:25 am Reply

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

#### Human Being

Jul 7, 2019, 12:33 pm Reply

You are so cute ❤

#### Leweson

Jul 7, 2019, 1:58 pm Reply

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

#### Ayoub AÏT

Jul 7, 2019, 6:10 pm Reply

Great work. Much Appreciated.

#### james thomson

Jul 7, 2019, 1:40 am Reply

This video helps me to sleep
Thank you dude!!

#### Bobby

Jul 7, 2019, 2:14 pm Reply

Thank you, that was fun.

#### Sharif Azmi

Jul 7, 2019, 4:58 pm Reply

I learned engineering mathematics and you nailed it

#### Abi Mannan

Jul 7, 2019, 5:33 pm Reply

For the sectors with given m

#### Jo Kah

Jul 7, 2019, 12:16 pm Reply

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

#### SpangeBab

Jul 7, 2019, 11:01 am Reply

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

#### Kathy S.

Jul 7, 2019, 12:57 pm Reply

3:00 ouch…

#### KayLow

Jul 7, 2019, 5:50 pm Reply

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

#### Sibghatullah Sherazi

Jul 7, 2019, 8:26 pm Reply

#### No Idol

Jul 7, 2019, 9:21 am Reply

Where do Discrete Mathematics and Abstract Algebra fit in?

#### Vincent FreiWild

Jul 7, 2019, 2:14 pm Reply

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)

#### active285

Jul 7, 2019, 3:24 pm Reply

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.

#### Gee F

Jul 7, 2019, 9:57 pm Reply

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

#### Vegan Wolf

Jul 7, 2019, 3:27 am Reply

Well done!

#### Feras Hamdan

Jul 7, 2019, 4:58 am Reply

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

#### dawonplace

Jul 7, 2019, 6:51 pm Reply

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

#### tan komi

Jul 7, 2019, 10:37 am Reply

…. it's terrifying

#### Shanebagel

Jul 7, 2019, 1:06 am Reply

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

#### 루이스

Jul 7, 2019, 3:12 am Reply

Fasinante.

#### Dallas Kelley

Jul 7, 2019, 4:21 am Reply

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.

#### norwin rejuso

Jul 7, 2019, 8:26 am Reply

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.?

#### Je Benz

Jul 7, 2019, 8:51 am Reply

You mean the map of hell?

#### Victoria Voloshyna

Jul 7, 2019, 4:07 pm Reply

There should be operator algebra and functional analysis. Imo.

#### Alain De Vos

Jul 7, 2019, 3:46 am Reply

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

#### AVERAGE BiRd

Jul 7, 2019, 10:49 am Reply

Finally I got …What i want .. Thank you

#### Виталий Кузнецов

Aug 8, 2019, 10:33 am Reply

Nice video! Thanks!
It would be so cool!

#### Pratik Ahamed

Aug 8, 2019, 9:58 am Reply

Thanks.

#### Blayde

Aug 8, 2019, 7:38 pm Reply

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

#### Lewis Damasco

Aug 8, 2019, 3:44 am Reply

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

#### MRAbhi

Aug 8, 2019, 1:37 pm Reply

Persians picked algebra from India.

#### YOO HOO

Aug 8, 2019, 10:36 pm Reply

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!

Aug 8, 2019, 6:27 am Reply

do you have one for physics?

Aug 8, 2019, 6:29 am Reply

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

Aug 8, 2019, 6:38 am Reply

@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?

Aug 8, 2019, 6:41 am Reply

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

#### Aayush Ganesh

Aug 8, 2019, 2:57 pm Reply

5:23 not necessarily.

#### Arthritic Frodo

Aug 8, 2019, 12:20 am Reply

0:06 cos theta = O/A lol what?

#### Leoレオ

Aug 8, 2019, 2:23 pm Reply

This guy is not counting the Maya culture in math.

#### Imran khan

Aug 8, 2019, 2:36 am Reply

Great

#### Jayson Humag

Aug 8, 2019, 12:33 pm Reply

How to learn all of this?

#### Jayson Humag

Aug 8, 2019, 12:36 pm Reply

Simplex method

#### Crawford Rhoderick

Aug 8, 2019, 7:35 pm Reply

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.

#### Chloroplast ✔

Aug 8, 2019, 5:46 am Reply

Universal rule of math: you use a human brain

#### Kami Kuru

Aug 8, 2019, 2:10 am Reply

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

#### MrGood

Aug 8, 2019, 9:29 am Reply

You forgot a thing

Googology

#### Auguestine Boakye

Aug 8, 2019, 1:52 pm Reply

???????????????

#### JiprehBii

Aug 8, 2019, 2:13 am Reply

I get curious of math by watching this :3

#### Just a Random Channel

Aug 8, 2019, 4:53 am Reply

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

#### Jnlie_judex credo

Aug 8, 2019, 12:14 pm Reply

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

#### 俞轶伦

Aug 8, 2019, 6:17 pm Reply

Math is everthing.

#### Jesus Dominguez

Aug 8, 2019, 4:35 am Reply

Math is the language of the gods.

#### Liam Martin 2: Electric Boogaloo

Aug 8, 2019, 9:44 am Reply

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

#### Rohith Krishna

Aug 8, 2019, 2:35 pm Reply

I think your mapping skills are very good bro.?????

#### Ambuj Kumar

Aug 8, 2019, 7:38 pm Reply

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

#### Jamal Abdulwahid

Aug 8, 2019, 5:43 pm Reply

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.