artificial intelligence is one of the hardest
moment fortune companies Like all our uber Google
everyone is currently using this concept toe enhance
their business So keep that in mind We
came up with a tutorial Very well Learn
about cooler But why We need cool up
So this is a Google product They're actually
you can deploy your artificial intelligence project So
if you have a big data sit on
If you want to make a high computational
power a modern that time you should go
for using Google cooler So in this tutorial
we're going to talk about how you can
start using Google Cool up And how can
you make your model in Google cool up
So before started tutorial let me introduce that
Great Learning has came up with a brilliant
idea that his great Learning Academy where he
will get almost 80 past three courses on
after completely Of course you can clean your
certificate Aspen So if you want to do
this cost is normal by application That is
also possible using great landing at So go
and let's get started with a new two
Dahlia Hey everyone welcome to the new tutorial
that is well cool app So what is
Google cooler We will in this tutorial that
will have a look at Why do we
need Google Cool app on how it's actually
helping our AI in such as do their
products Right So let's get started with that
tutorial So first we will have a look
at what is Google Cool up Google Cola
is a product off Google So we all
know about Google Right Google is a part
of our everything's life so it is basically
a free notebook and government that runs fully
in the cloud Okay so if you are
in to assist who actually wants to learn
the exercise or if you want oh do
your quoting infighting then I should say this
to Togo for Google Cola because for a
test is Google cool A bizarre idea that
is integrated development involvement on If you don't
have laptop and if you don't have a
proper configuration for your court then the Google
Kolev is a solution for you so it
will help you to do lots off things
in fighting if you don't have laptop But
if you don't have a proper you know
features that required for your but they collect
projects So let's have a look at how
it's gonna help us Now we will have
a look at vitally needed will cool app
so you can call it is quite involved
in the artificial intelligence research and development part
right What are the most popular artificial intelligence
frameworks Was made by Google 12 Tensorflow I
also our development doing quite well Collaborated So
if you already in a domain off deep
learning on mission learning I can assume that
you have already heard about the town things
off you right Kiddos thes Other are actually
frameworks they blocked by Google They're also develop
our ivy That integrated development environment that is
Google cooler territory right on realism hold himself
really is one of them Most used open
so stool since 2017 So good physical evidence
that he was made free for public use
by Google toe Krista enthusiasts on the community
But whatever it is now publicly known as
Gabi Cola or just cool app Now we
will have a look at what the features
is actually given by Google to use the
Google cool up right so first you can
write and execute Gordon Fightin document accord with
supposed a mathematical recreation So if you want
to put any mathematical equation in your notebook
that is supported by Google cooler on Also
if you want to add some pictures emitters
or some videos that is also are supported
by Google Cooler it's like HTML the way
you write HTM in the same way you
can write those off equations and those Oh
no those videos and or those images So
your notebook with the proper into in book
right Then if you want to use a
create new more books who can do that
If you want to upload the existing I
Provine defy you can upload them and you
can change them accordingly On If you want
to share the notebooks or with a Google
link you can do that the way you
can share your do gooder dogs Are you
going Excel or PowerPoint Like the lead you
have shared with the person You can share
this notebook link as well Videotaping now import
data from Google Drive So if you want
oh import data from your Google drive maybe
when we're going to walk with a deep
learning or we're going toe Ah you some
mission learning project that time If you have
a big data that time you can actually
upload those data in your Google drive And
you can import those state after your Google
equal opportunity So if you are going to
use ah detail repository that time you can
directly by using Google as well Right on
If you want to save notebooks from and
to Google drive that is also possible Now
Const are important Publish notebooks from Google Get
up Right So if you want to import
or publish any notebook to your little proprietary
uses it to log in to get up
and you just need to can it that
to your Google Cola notebook right on you
were ready to use that now comes in
port external leaders it from Kagel So yes
you can if you want to import external
data sentence that is also a possibility Using
who can call up now integrate pytorch times
off located as open city that is also
possible If you want to integrate those things
with your ah cubical lab notebook you can
do that It's just a matter off like
command That's all you need to do Now
comes free clouds Always it free Jeep You
anti p So this is the main cash
about the Google cool app So what we
why we use deep you and keep you
will have a look at that as well
But yes if you have a very high
computational if you ever date a state or
if you have a model that is actually
required a high computational power that then you
should go for Google cooler on that is
also for free Now let's have a look
at what is cheap you and why I
was putting so many You know that the
pressure under that if you go for Jeep
you and keep you that then you should
go for Google cooler So what is your
view GPR basically optimized to train artificial intelligence
on deep learning models Andrx If you can
process multiple computations silent in your sleep right
on Now we will have a look at
vitally need gp for artificial intelligence because they
have a large number off holes that allows
for the better computation off multiple parallel processes
Additionally computations indeed planning me to handle huge
amounts of data which makes a Jeep you
memory bandwidth Most suitable Right So this is
why we need GP Now let's have a
look at for that sincerity We got in
actually in Google Cooler So the availability off
free GPU lt pue is really the best
thing about Google Cooler train The model especially
the D planning complicated models with a huge
data said it takes new matter hours Aren't
Cebu to get trained Everyone says this same
issue to train those model in city right
now gp one deep You have the ability
to train this morning in a matter off
minutes or seconds right Any AI researchers are
enthusiasts prefer to go for using GP over
any other CPU because of the sheer computational
power and speed off execution But as deep
you is expensive so not everyone can afford
a cheap you on This is why Google
Cola plays a major role to provide GPU
service for free off coast It gives you
a good deep you for free which you
can use continuously for 12 hours So what
is the prerequisite you need tohave for to
use the Google Cola You don't need to
install Pike And you're only to install any
idea What do you need to do You
need to have a Jimmy lack on for
that income Logging on You were ready Toe
walk with Google Cool up Now we will
go Going to look at other thyself friend
Then we have in will Cooler So total
three dives off runtime We haven't will call
up one in CPO GPO and keep you
Now we are going to see the water
The speaking specification we have for CPU and
you can call up So far say Pew
there were using model number Intel Xeon CPU
that is 2.30 Giga Hodge on adverse sizes
46 That's physical 48 bits virtual on cache
sizes for 6080 kitty Let's have a look
at the specification for GPU So for the
GPO they're using single 1 20 GB in
the idea Yet they slack a 18 gp
on you can use up to 12 hours
continuous e the ram they're providing That is
13 GP Now we are going to look
at the specification but keep you so cloud
keep you with 1 80 teraflops off computation
Intel Xeon processor with two or 2.30 gigahertz
on 13 GB them So these are the
specification provided by Google to use your Google
Cool up Depositary Right So these are the
quiet good specification I can say you are
getting free of cost Now we will start
with the practical part off how you can
actually start with Google cooler And what are
the facilities were going to use over there
I've been showing So let's go to Google
Call up So after you came to your
favorite browser just right just right over there
go get cooler Right So you get the
first link over your click on the link
on Then you will get up window like
this right from here You need to go
for if you want to upload a new
notebook then go for occlude on Choose your
file from the from your local system Like
maybe your filings in debt Stop or down
Those are documents Wherever you have your fight
just upload it right Let me just upload
one of the file for that You can
understand Okay So maybe this is my i
p one b file and I just want
to appeal it Okay on as well as
I want to have a new notebook As
but let me just do that Okay So
you can see my notebook got uploaded Now
I want to have a new no How
can I do that for that What you
need to do goto fight So you will
get option called Fi on someday Goto new
notebook right Yes Your new notebook is getting
loaded So then see my new notebook is
already loaded What I need to do I
need to change the name off that No
So if you look over you can see
a dry Google drive sign So basically this
time is basically indicating whatever the notebook you
are doing over here that will be our
safe into your Google drive right now I
want to change the name off my No
Just click over there over your mouth Over
there On Right That your favorite name you
want to go for So for my taste
I want to give dame Now we will
have a look at the run time Okay
So go to runtime Click over there Ali
Will data change runtime time option Right Look
over there are here You have Ah hardware
accelerator That is none That is CPU Jeep
You and keep you If you want to
go for GPO click on there on then
Safe Right So this is how you can
start using GP or keep you in Google
Cool up Now I assure you if you
need to write a cold right feet on
then we will start with hello Whole right
Let me just Okay If you want to
execute that maybe you can use shift on
in that this is ah ah Shortcut on
if you want to use Oh if you
don't want to use any shortcuts so you
can see there is a play button over
here You just need to click over there
right So you can see we got our
new We got away results right now If
you want to add more cocoa blocks over
here just click on this old plus sign
legal over the year you will get a
lot supports it Now I want a text
that right So why would we need Texel
So if you take over Xlu Quincy there
are lots of things you will get So
maybe you will get up if you want
O usar h one time that time maybe
I'm writing that first Them All right OK
Yes You can see this is off for
staggering that this all the court weakened So
if you want to use something called if
you want to boil it the way you
boiled it so in instrument that beat that
on close this big drug right So this
is the same way we do in our
Google cooler Otherwise they will get up short
God that is the If you click on
the beat So you whatever you are going
to write under this are part You can
see the boy texts that will become bold
right Let me just write something you can
see over here That is bold text like
So it's up to you If you want
to make our notebook without lots of questions
Lots off in ages Who can do that
on If you want to import images over
their peak on the images on you can
import from here So I have some of
the images Maybe I want to use this
Yes So anything you can do attaching file
or anything right So are if you want
to give some bullets points in your of
another text box You can do that So
lots of features they were actually getting When
we are going for doing this part in
Google cool up Right now I have shown
you how can you change your round I'm
How can you act Takes How can you
use the court now Have ensure you If
you want to upload your detest it How
can you do that If you can see
the sign over your click over there right
here already invests Tomato diversity will get right
The California housing sales data in Nice It
tastes imminence to train small sales v California
housing three trains since we so these are
that immediately the city will get whenever you're
going to use Google Kula Now if you
want to upload some of the data state
from your local system so you need to
click over here right You can see the
sign Click over here on then what you
need to do You just need toe use
Like if you have some data in your
local system maybe you can upload that right
I don't have any details or he'll So
if you having sees before you can't do
that Right So this is how you can
upload your data on if you want Oh
I'll just get the part off that particular
data you can do One thing you can
see there is a three symbol over here
three dot legal but the early will get
a copy Part option Right So let me
just write one thing import We all know
pandas Basically we use find us to load
that it has it as CD Right now
I am going to say Deif is suppose
to PD don't read CSB on that That
you need to give the pot Right So
for my guest this will be my taught
right Okay So be if God hit Did
you just see Yes you can see my
data is get executed Bet it is stood
So this is how we will get that
part off that detests it Now if you
want to go for actually dry mountain your
drive this is option for mount right Right
So these if you want to refresh it
you can repression over there Okay So this
is the way you can Actually our Lord
your beat us it Now suppose you have
your dita in troubles Okay so maybe w
gate on then you need to provide the
link for my case over here I got
a new so let me just upload one
move by I don't get so I'm unsure
you if you have ah drop off skiing
or if you have ah get repository Link
or any link And if you want to
feed them using that link you can do
that on I mean sure you How can
you do that as well Okay Okay So
let me just upload a new notebook and
this is how you can actually upload a
new notebook Okay on now it is just
it's take some time to get Lord Yes
Okay So let me just take the Yes
So this is my link for my credit
card fraud analyst This project So what I
want to do I want to feed those
details already I have upload those data to
my dropbox and they're you gotta shareable link
So if you have any details terrible link
So if you want to face that data
using those link You can do this You
just need to write the blue get common
Andre in the league didn't just execute that
Okay you can see this is getting download
it Okay so this is how though like
come online locum online or commands Also you
can use using Google cooler Right So I
got the core pat Same with on I'm
going to write it over here state Okay
so I'm going to right over here So
this is the way you need to give
the part for us But people loved it
That's it So whenever you have a big
data said maybe you don't have those Cedar
City in your local system maybe you have
uploaded somewhere else on If you want to
face them in your notebook you can use
that right So these are the part off
the google Cool up on if you go
for tools there are a lot off thing
You can see that comin pallets eating And
if you want to use some darker version
off this you can do that Okay so
these are the part off basic part of
global Cooler now If you go to fly
you can see Look it and drive Opening
playground More new notebook Open notebook there Lots
of options Toby Okay so these adoption you
can do on after you have done your
notebook you can save it right There is
the same option You can save it on
again If you want to download that do
what I do on the file or dot
People like you can directly download it from
here Okay on if you want to save
a copy to beat up guests are several
popular Get up What you need Toe USA's
He took leak over there on You need
to sign in to get up Right So
you are free fuel signing toe Get half
very directly will go to your detailed account
and whatever you want to do Whatever operation
You can't do that right Onda And yes
you want to rename your notebook That is
also possible So these are the basic things
you need to understand when we start it
Google cooler on There is a aided option
if you want to cut seller selection Okay
so it's maybe this part I don't want
so I can just right Click on that
Ah navigate this Options I caught selling copies
Sell deal It's selling to sell than to
format So otherwise you can goto Here write
it on from there Also you will get
this scene options you will get as that
if you dig on Right Okay so these
are the basic part If you want to
change some downstairs If you want to change
the order off the cells you can do
this Now there is a view option So
in the view options So they're executed Court
history notebook in four You will get right
on Lastly if you want to share your
notebook right to share in your work with
your team it's one of the best Like
one of the most important thing So go
to shit on from there What you need
to do The sleek on share you will
get a get link Right So if you
want to if you share your only the
way you want the like the way you
share your Google dogs or accept the same
way you can share your link for Google
Cola as but right Ah yes So this
is your or the sharing option Get on
if you want to add comments right So
you can see for this particular cell I
want to add Coming Um maybe I'm going
to write cheese the cell or changed the
code as a court I don't like it
Okay Coming So we like Wait a war
of it Repeat So whoever is going to
use this they can see this Common Um
if you are are like the committee's result
they can directly click on that resolve as
well Right So this is the way this
full Google colon walks Okay Now this is
the settings option If you want to change
some of the light team you know there's
land acting out of 16 night so you
can do that So these are the basic
part of Google Kolev If you start working
with Google Cola and I should always say
you that start walking with Google Coolum because
this is one of the best part Best
tool This is a developed by Google which
can actually help you and reduce your timeto
train A big model Well it's the computational
power is ah high competition Power is needed
right So in this tutorial We have learned
about how you can start walking with Google
Cool What are the features Will get using
this Google cooler on by particle You should
go for Google Cola I'd be right I
hope you feel this tutorial is helpful for
you to stop your journey with artificial neural
network Right Please do let us know in
the comments section how you feel about this
or do tutorial on Let me introduce that
Great Learning has came up with the brilliant
idea that is great lining academic where he
will get almost 80 plus free courses on
after complete your course you can clean your
certificate Elson on if you want to do
this course is a new move by an
application That is all the possibilities in greed
lining up Thank you so
