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From YouTube: Using AutoML in a Jupyter Notebook with C#
Description
Using C# within a Jupyter notebook was just announced at Ignite. In this video, we will go over how you can do this and perform an AutoML experiment.
Notebook - https://github.com/jwood803/MLNetExamples/blob/master/MLNetExamples/Notebooks/Dataframe%20with%20AutoML.ipynb
ML.NET Playlist - https://www.youtube.com/watch?v=8gVhJKszzzI&list=PLl_upHIj19Zy3o09oICOutbNfXj332czx
ML.NET Jupyter Notebooks Playlist - https://www.youtube.com/playlist?list=PLl_upHIj19ZyPO7jwtydz9dPW7AS6x7uw&playnext=1&index=1
Contact:
Twitter: https://twitter.com/JWood/
Blog: https://jonwood.co/
Gear used (affiliate links):
Mic - https://amzn.to/2YEXtxI
Mouse - https://amzn.to/2ZtASoQ
A
Hey
everyone,
so
we
all
know
that
python
is
widely
used
in
the
data
science
and
machine
learning
space
and
one
of
the
things
that
it
offers
you
is,
that
is
to
be
able
to
create
Jupiter
notebooks.
So
in
this
video
I'm
actually
going
to
show
how
you
can
use
C
sharp
within
a
jupiter
notebook,
and
then
we
will
use
the
auto
ml
package
for
a
mod
net
to
create
an
auto
and
they'll
experiment.
A
So
the
first
thing
is,
then:
you
need
Jupiter
installed
and
the
easiest
way
to
do
that
is
to
install
anaconda.
You
should
go
to
any
counter.
Comm
click
download
and
then
download
here,
I
highly
recommend
the
Python
3.7
version.
Python
2
is
actually
at
the
time
of
this
recording
will
be
totally
duplicated
in
just
a
couple
of
months,
so
I
think
the
January
1st
2028.
They
will
completely
stop
supporting
Python
2.
So
that's
a
you
have
that
installed.
A
You
have
an
anaconda
prompts
and
you
can
just
search
for
it
and
launch
it
from
your
Start
menu.
And,
what's
your
name,
you
want
to
make
sure
you
have
the
done
ed,
C
Allah
and
if
you
install
the.net,
Core
SDK,
you
you
would
you
would
get
this
as
well
and
to
install
the
C
sharp
Jupiter
kernel.
You
first
need
to
install
the.net
try
tool,
so
we
do
that
the
dotnet
and
tool
install
it'll
be
globally
the
G
and
dotnet
trout.
It's
a
tool
we
want
to
install
and
then
we
need
to
add
a
source.
A
So
that
would
be
any
dotnet.
My
get
good
click
to
do
that
already
have
it
installed,
but
once
you
do
it,
it
would
probably
take
a
few
minutes
to
install
once
that
is
installed.
You
can
just
do.
Nets,
try
and
Jupiter
install
now
install
the
C
sharp
in
the
F,
sharp
Jupiter
kernels.
It
has
a
quick
test.
You
can
do
Jupiter,
kernel
speck
and
then
list
that
list
of
all
the
kernels
that
you
have
installed
and
you
should
see
done
that
C,
sharp
and
F
sharp.
A
Now,
once
that's
done,
you
can
launch
the
Jupiter
notebook
personally
I'm
a
fan
of
the
Jupiter
lab.
So
I'll
start
that
and
once
that
loads,
you
should
start.
You
should
see
some
more
options
for
credit,
notebooks,
C,
sharp
and
F
sharp
just
create
one,
and
just
to
kind
of
prove
that
this
is
in
c-sharp.
I
would
do
a
consult
right
now,
hello,
Jupiter!
A
So
I
mentioned
that
we
can
use
this
to
use
the
in
my
net
auto
email
feature,
and
to
do
that
we
need
to
install
some
new
gear
packages.
So
how
do
we
do
this
in
in
a
c-sharp
jupiter
notebook?
It's
actually
pretty
easy.
First,
we
do
pound
are
the
kind
of
reference,
the
NuGet
packages
that
we
want
and
to
do
that
we
do
new,
get
:,
and
then
we
specify
the
package
name
so
for
Emma
done
it
will
be
in
Microsoft.
A
A
And
another
thing
that
Microsoft
has
been
doing
has
been
creating
kind
of
a
data
frame,
c-sharp
API
and
it's
kind
of
used
to
be
the
c-sharp
equivalent
to
the
pandas
on
Python.
This
package,
along
with
the
Jupiter
kernel,
are
pretty
early
previews,
probably
early
or
mid
alpha
stages
outside,
but
we
can
play
with
it
right
now
and
to
do
that,
it
would
be
Microsoft
that
beta
that
dataframe
b01
and
we
can
control,
enter
to
install
these.
And
while
that's
installing
the
Microsoft
data
that
data
frame
package
is
it
in
the
the
main
nougat
feed.
A
So
we
have
to
actually
add
a
new
feed
to
it,
and
when
you
can
do
is
that
you
can
open
up
your
new
get
that
config
and
your
app
data
roaming
location
under
nougat-
and
you
can
add
this
key
here
for
a
quarry.
Ethics
lab
and
that'll
allow
you
to
get
the
data
frame
package
there,
and
these
actually
installed
successfully
and
I
like
to
do
all
my
using
statements
or
imports
kind
of
up
front.
A
So
I'll
do
all
those
there
use
myself
that
data
for
the
data
frame
and
emailed
Annette
packages
in
the
Ottoman
mail
package
with
the
data
frame
and
actually
makes
it
pretty
easy
to
read
in
CSV
files,
so
do
data
frame
that
read
CSV
and
I
had
the
housing
CSV
that
we
have
messed
with
before
there
you
go.
But
if
you
look
at
it
right
now,
it
actually
didn't
parse
very
well.
So
currently
what
to
do
count
on
this
formatter.
A
A
A
A
Build
there
we
go,
we
have
about
85%
for
our
R
squared,
so
not
too
bad
for
the
initial
10-second
run
and,
although
I
know
well
in
things
there
just
want
to
kind
of
show
how
you
can
install
the.net
kernel
for
Jupiter
notebooks
and
how
you
can
first,
how
you
can
get
NuGet
packages
within
the
Jupiter
notebook
and
then
use
the
auto
and
mail
feature
within
it
into
kind
of
introduced.
This
new
data
frame
package
that
Microsoft
has
been
working
on,
which
should
be
really
nice
once
it
gets
a
lot
more
work
to
it.