What is Machine Learning?YouTube↗  IA↗(long shot)
Education  57 views 6 likes 0 dislikes   01 Apr 2020
Matthew Voke 1.8K subscribers United States YouTube↗


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what's up YouTube not about callsign
¡Hola Youtube!
Jerry another video for you by far the
Matt Voke Callsing Jerry. Con otro video de Inteligencia Artificial.
most popular concept tige artificial intelligence is ml most
Lejos, el concepto más popular de tipo de Inteligencia Artificial
people even say them together hey IM l
es ML (Machine Learning) De hecho muchas personas lo dice AI/ML (Inteligencia Artificial / Machine Learning).
it's hot it's sexy but how does it
Es tendencia, es sexy.
differ from artificial intelligence
Pero, ¿Cómo se diferencia de Inteligencia Artificial?
what exactly is machine learning we
¿Qué es exactamente Machine Learning?
covered what AI is in the last episode
Cubrimos lo que es IA (Inteligencia Artificial) en el episodio anterior,
but if you haven't watched that one yet
pero si no lo has visto aún, has clic arriba.
click above I described what AI is in
Describo lo que es IA y lo que puede hacer.
what it can do machine learning is one of the subsets of artificial
Machine Learning es una rama de la Inteligencia Artificial
intelligence but have gotten a lot of
pero ha obtenido mucha atención
attention and momentum the last couple
y momentum en las últimas par de décadas
of decades even though it's existed for
aunque ya existía desde hace mucho.
much much longer machine learning is artificial intelligence where we let the
Machine Learning es Inteligencia Artificial
data train the algorithms this makes
donde ponemos que los datos entrenen los algoritmos.
sense right we humans learn from data
Esto tiene sentido, no?
and feedback we've collected over the
Los humanos aprendemos de datos y retroalimentaciones recolectadas por años.
years what if we're gonna do something new
¿Qué tal si hacemos algo que no hemos hecho anteriormente?
that we've never done before we either
Le preguntamos a alguien sobre el tema,
ask somebody about it we read on it or watch YouTube video right machine
leemos de ello o miramos videos de Youtube, ¿no?
learning is just like that human trying to do something it's never done before
Machine Learning es como ese humano tratando de hacer algo que nunca se ha hecho.
but the big difference is ml we can afford a lot of trial and error let's
Pero la gran diferencia es que con ML podemos hacer muchas pruebas y fallas.
say we're running a car dealership we
Digamos que tenemos una concesionaria de vehículos
can use machine learning in a couple different ways to help us out here are
y podemos utilizar Machine Learning para ayudarnos en varios aspectos
five ways ml can be used to increase sales and mitigate loss use case number
5 formas que se puede utilizar ML para aumentar las ventas y mitigar las pérdidas.
one what car should we stock on a lot
Caso de uso número 1:
you probably be smart to look back at what cars have we sold for high margins
¿Qué carro debemos tener en el lote? Sería inteligente ver qué vehículo se vendió con gran margen en el pasado
in the past with minimal time in our lot
con poco tiempo en el lote, ¿No?
right great idea well machine learning
Gran idea.
could chew through the past decades of
Bueno, entonces Machine Learning puede verificar datos de ventas de las últimas décadas
car sales data and then recommend cars to stock using math and computer science
y luego recomendar vehículos para ponerlos en stock con cálculos matemáticos y ciencia de la computación.
ml can determine correlations and make
ML puede determinar correlaciones y hacer recomendaciones.
recommendations wouldn't it be cool if we could extrapolate those correlations into the future yup use case number two
¿No sería genial poder extrapolar esas correlaciones en el futuro? ¡Si!
how do we get people into our dealership
Caso de uso número 2: ¿Cómo podemos hacer llegar gente a nuestro concesionario?
well marketing works right great let's do
Bueno, el mercadeo funciona, ¿No?
that let's market to this segment of the
Bien, hagámoslo.
population who is actually likely to
Digamos que queremos mercadear al segmento de la población que entran al concesionario
come in if they see the advertisement
si ven el anuncio
and then likely to spend money at our dealership if they come in sites like
y luego tienden gastar dinero cuando entran al concesionario.
Facebook don't charge you money to use
Es como Facebook.
their platforms because you pay them
No te cobra por usar sus plataformas
with your data and the ability for them
porque les pagas con tus datos
to market and advertise to you
para poder anunciarte de la mejor manera.
can target that upper middle-income 42 to 55 year old male when we're trying to
Podemos mercadear ese hombre de 42 a 50 años con ingresos promedios a superiores
move that red Corvette on a lot we're
que queremos mover ese Corvette rojo en nuestro lote.
able to do this based on piles of data
Podemos hacer esto por la gran cantidad de datos
are you sensing a theme yet data is king
¿Ves a lo que me refiero?
use case number three and four which
Los datos son el rey. Casos de uso tres y cuatro:
models do we show the individual how do
¿Qué modelo mostrarmos?
we handle on the price how likely are
¿Cómo establecer el precio?
they to walk away again each of these is
¿Qué tan común es que se vayan?
determinable through data last one
De nuevo, esto se puede determinar con datos.
number five this one's huge how do we
El último, número cinco: Este es grande.
provide financing this guy do we finance
¿Cómo le proveemos financiamiento?
this guy if he's gonna be buying our car
¿Debemos financiarle?
will he default or will he pay that loan
Si es que compra nuestro vehículo. ¿Nos fallará o nos pagará nuestro préstamo?
back are we alright with taking a little
¿Podemos asumir alguna pérdida?
bit of a loss if it gets that car sold
Si vendemos el vehículo,
you can quickly see how important machine learning is in just this one
podrás ver rápidamente lo que significa Machine Learning en este ejemplo.
example how pervasive it is and even
¿Qué tan penetrante es?
some areas where it could improve the seller and the consumer experiences
Y hay sectores donde puedes mejorar las experiencias del comprador y vendedor.
there's three basic types of machine
Hay tres tipos básicos de Machine Learning:
learning supervised learning
Aprendizaje supervisado
unsupervised learning and reinforcement
Aprendizaje no supervisado
learning I'll cover these individually
y Aprendizaje refozado.
in the next three videos definitely
Cubriré esto en los próximos tres videos
subscribe if you're not so you'll be
Por favor suscríbete si aún no lo has hecho
notified when they come out the key
así serás notificado cuando salgan.
takeaway is that machine learning is very powerful because it's able to learn
El punto clave es que Machine Learning es muy poderoso porque aprende de los datos
from data and train algorithms to be
y algoritmos entrenados
more efficient and effective the more
Es muy eficiente y efectivo.
data you have theoretically the more powerful your application of ml can be
Entre más datos tengas, más poderosa puede ser tu aplicación.
there's obviously an upper limit
Es lo que tienes que buscar.
well--that's machine learning pretty
Así que eso es Machine Learning.
simple right smash the thumbs up below
Muy sencillo, ¿No?
if you learn something or like this
Dale clic al botón de me gusta abajo Si aprendiste algo
comment subscribe if you're than 90
puedes comentar.
percent that's not subscribed yet I'll
Suscríbete si eres del 90% de los que no lo han hecho
be pumping these videos out daily and
Subiré videos a diario y no querrás perderlos.
you don't want to miss them also please leave me a comment about topics you want
De igual manera, déjame un mensaje de los temas que te gustaría cubrir.
me to cover thanks for watching keep
Gracias por ver, continúa aprendiendo
learning Gerry out see
Jerry se va... ¡Adiós!
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