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    `    i   p   d     t     b    g   z    `

   p    r    a    h       u    n    

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H@@V h`sgco tbgojgoc= d buido-n`ot`r`h dppradnb ta K@D\OGOC, N\@DXGOC, & L@GOC tbraucb @

7/23/2019 #Deepdt Learning MEANS

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  H  G  ^  N  A

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@  R   V  @  \  G  I  @  O   X   

V\AHPN@

7/23/2019 #Deepdt Learning MEANS

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BAS  ndo p r a t a t y p ̀  k`dr o1 

S B D X  d r ̀t b ̀  g r  o ̀  ̀  h

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 `ipdtbgz` `xp`rgi`ot hgsnav`r    prahunkduonb

naot`xterdi`

eg`kh pr`p

o``hegoh

`ipdtbgz`uopdnj

syotb`sgz`h`ego`

r`erdi`

BIS...

lrdgostari(gh`dt`)odrraws`k`nt

pratatyp`gt`rdt`

t`st

e``hldnstaryt`bg-r`s^bgp Gt

i`tbahs ae H@@Vht

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h gsnav`r  `  i  

  p  d  t   b  g   z  ̀  

     p     r     a

       h     u     n     `

   `   x   p   `   r g    i   `   o  t

7/23/2019 #Deepdt Learning MEANS

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 hgsnav`Kduonbh.X@DI^s Dss`ilk`

V\AIVX= Sgtb Cr`dt Poh`rstdohgoc, Nai`s Cr`dt H`sgco

^PV@\VAS@\  ^PV@\VAS@\  

B @ \ A B @ \ A 

j  r  y   p  t  a  o    g  t  ̀    

j  r  y   p  t  a  o    g  t  ̀    

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 hgsnav`Kduonb Vagot\`k`ds` tb` Nrdnj`o

V\AIVX= Xa uonav`r Appartuogtg`s ear H`sgco , er`` ekaw ‛nrdnjs’go yaur surrauohgocs, syst`is, `xp`rg`on`s... Xbgoj Ckandk 

Ckaldk Nrdnjs

L dnjy dr h  N r dnjs

 G o  t b `  O `

 w s  N r

 d n

Xdocglk` Nrdnjs

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7/23/2019 #Deepdt Learning MEANS

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 hgsnav`Vrgigoc 8 Naot`xt844 spkdtt`r

V\AIVX= Xdj` d iai`ot ta spkdtt`r & nbdtt`r lrdgo idtt`rdrauoh tb` h`sgco tapgn (d lrdgo huip).

S B D X 1 

   S   B   @   \   @

   1

   S   B   A   1

B A S  1 

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   h    g  s

  n  a   v  `   r

`ipdtbgz`

   p   r   a   h   u   n   `

 `  x  p ` r g     i

 `  o t 

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7/23/2019 #Deepdt Learning MEANS

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 `ipdtbgzO``hegohgocqu`stgao praipts

Sbdt idj`s yau sdy tbdt1X`kk i` iar` dlaut...1

Sby wds tbdt1 Sby1 Sby1Baw sa1

Sbdt ha yau tbgoj dlaut tbdt1

EAKKAS-PV^

X`kk i` d tgi` wb`o...1Ndo yau h`snrgl` yaur e``kgocs drauoh tb` iai`ot

Ndo yau r`ndkk do `xp`rg`on` tbdt wds sgigkdr

X@@-PV^

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 `ipdtbgzO``hegohgocnaova pdtb

V\AIVX=L` igoheuk ae yaur Ps`r. Vr`p wgtb douoh`rstdohgoc tbdt tb` Ps`r k`dhs, tb` h`sgco`r \@N@GU@^ & CGU@^.

SD\I-PV

X@@-AEE

^AEXLDKK^

KD^X XBAPCB

K@DO GO SAOH@\

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 `ipdtbgzO``hegohgocEk`sb tb` Ts

V\AIVX=Xa dvagh ‛D VAPOH AE EK@^B’, tdj` d iai`ot ta mat hawo qu`stgaosyau igcbt dsj sai`ao` drauoh tb` h`sgco tapgn.^AEXLDKK GX. LPGKH \DVVA\X. XDKJ E@@KGOC^..

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 `ipdtbgzO``hegohgocedn` < edn`

V\AIVX=Hgv` H@@V go cdgogoc d l`tt`r uoh`rstdohgocae Ps`rs drauoh tb` h`sgco nbdkk`oc`.

•X`kk i` d tgi` wb`o...1

•Ndo yau h`snrgl` yaur e``kgocs

drauoh tb` iai`ot1

•Sbdt idj`s yau sdy tbdt1

•X`kk i` iar` dlaut...1•Ndo yau r`ndkk do ̀ xp`rg`on` tbdt

wds sgigkdr1

•Sby wds tbdt1 Sby1 Sby1

•Baw sa1

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 `ipdtbgzPopdnjDeegogty Nbuojgoc

l g  a  c r d  p b g  n d k o ̀  ̀  h s 

 r   ̀s a u r n   ̀s

quat`s

V\AIVX=Mat hawo yaur O``hegohgoc & Als`rvdtgaos ao Vast-gts.Vkdn` ao d t`di, suredn` doh tb`o nbuoj go kgj` craupgocs.

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 `ipdtbgzH`ego` Xb` 8 ‒Hulyds

V\AIVX=Nr`dt` d O``hs ^tdt`i`ot ear yaur Ps`r.

SBA SBA gs tbgs dlaut1(L@ H@^N\GVXGU@)

Sbdt o``hs bdv` l``or`v`dk`h1(B@DHKGO@ SBDX‗^ L@@O @RV\@^^

 

Sb`r` gs tbgs iastgipdntgoc tb` Ps`r1

(^BAS XB@ @RV@\G@ON@)

Sby ha`s gt idtt`r ta Ps`r1

(^B@H KGCBX AO XB@ GO^GCBX^

SBDX

SB@\@ SBW

/

7/23/2019 #Deepdt Learning MEANS

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 `ipdtbgz^yotb`sgzgoc/O``hegohgocstdrt wgtb SBW

V\AIVX= Ds d o``h gs uonav`r`h, hgc h``p`r wgtbyaur Ps`r ta c`t ta tb` raat ae tb` wby.

   S   B   W

 . . .

   S   B    W

 . . .

S  B W...S  B  W.

..S   

B  W  ...

`ipdtbgz

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 `ipdtbgz^yotb`sgzgoc`ipdtby idp

V\AIVX= Popdnj & sart o``hegohgoc (past-gts \ `dsy)

P^@\

o``hs & gosgcbts

quat`s

tbgojs & e``ks

7/23/2019 #Deepdt Learning MEANS

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 `ipdtbgzH`ego` O``hs IdhKgl

V\AIVX=Nr`dt` d O``hs ^tdt`i`ot ear yaur Ps`r.

SBA gs tbgs dlaut1

(L@ H@^N\GVXGU@)

Sbdt o``hs bdv` l``o r`v`dk`h1(B@DHKGO@ SBDX‗^ L@@O @RV\@^^@H)

 

Sb`r` gs tbgs iast gipdntgoc tb` Ps(^BAS XB@ @RV@\G@ON@)

Sby ha`s gt idtt`r ta tb` Ps`r1(^B@H KGCBX AO XB@ GO^GCBX^)

 

Aur Ps`r...

o``hs d wdy ta...

wb`o/wbgk`...

l`ndus`...

7/23/2019 #Deepdt Learning MEANS

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`ipdtbgzP j

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 `ipdtbgzPopdnjr`t`kk

V\AIVX=Xdj` d iai`ot ta r`t`kk wba yau i`t.Ndptur` tb` `ss`on` ae yaur Ps`r.

G i`t...(Odi` + d e`w dhm`ntgv`s)

B`/^b` gs... (sai` 844)

G k`dro`h...(got`r`stgoc tghlgt)

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   p   

r   a   h     u   n   `   

`xp`rgi`ot 

B Ig bt S

V g t e Ug

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Baw Igcbt S`...

 `  i  p  d  t  b  g 

 z  `    `  x  p  `  r  g  i  `  o  t 

  V  A  U

BIS...1 G^XB@

L\GHC@

Vagot ae Ug`w

`xp`rgi`oBIS 1

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 `xp`rgi`oBIS...1 tb` 8tbSarh

V\AIVX=Xdj` yaur VAU, ekgp gt & lugkh hgee`r`ot BIS...1usgoc tb` 8tb Sarh ta ‛govgcardt`’ yaur T.

BIS...

BIS...

BIS...

`xp`rgi`oLrdgostarigo‗ `o

7/23/2019 #Deepdt Learning MEANS

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 `xp`rgi`oLrdgostarigo‗+L^ L`bdvgo‗

V\AIVX=K`t‗s `ocdc` & h`ia pastgv` lrdgostarigo‗ l`bdvgo‗!

CA EA\ UAKPI@CA EA\ UAKPI@CA EA\ UAKPI@CA EA\ UAKPI@

 B @D H K G O

 @

GH@D^LPGKH

AO

AEAXB@\^

` o n a u r d  c ̀  S   G   K H  g h  ` d s 

DKK

Uagn`sdnjoawk`hc

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`xp`rgi`oVratatyp`

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 `xp`rgi`oVratatyp`lugkh < k`dro

V\AIVX=Crdl idt`rgdks ta vgsudkgz` yaur sakutgao doh lugkh tak`dro... Haahk`! Ca XDOCGLK@! Nr`dt` tb` @xp`rg`on`!

t docglk` haa h k `@xp`rg`otgdk

7/23/2019 #Deepdt Learning MEANS

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  a v  ` r

   `    i   p   d  t   b g   z   `

prahun`

   ̀ x  p   

 ̀ r   g  i   ̀ o   t

prahunX`st

7/23/2019 #Deepdt Learning MEANS

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 prahunX`st@gost`go 486

V\AIVX= ‛Ge yau ndo't `xpkdgo gt sgipky,yau hao't uoh`rstdoh gt w`kk `oaucb.’ Dkl`rt @gost`go

D sakutgaostdti`ot=

@xgstgocsakutgaos=

Sby gtidtt`rs=

prahun^taryt`kk HDW

7/23/2019 #Deepdt Learning MEANS

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 prahun^taryt`kk spgo` gt

V\AIVX=Nrdet d 4-< igout` stary usgoc ‛nkdssgn stary trdosgstgaos’

 vgd J`oo Dhdis'^tary ^pgo`

‛VKDXEA\I’`stdlkgsb`ipdtby

‛XGKX’gotrahun``iatgaodkt`osgao

‛X\DO^EA\IDXGAO’b`ra

nr`dt`snbdoc`

    A   O   N   @   P  V  A  O

 

 D  XGI@ ...

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      D    O    H 

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...L P X   A  O  @   HD W

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       A    E  XB D X   

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... P O X GK E    

G      O    D    K   K    

W         

...D O H  @ U  @ \  ^ G  O  N  

@   X   B   D  X   

prahunE``hldnj

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 prahunE``hldnj\XL Vk`ds`

V\AIVX=Kgj` d ras`, tb`r` dr` Lrgcbtspats (ras`) , Vdgopagots (tbaros), & Vat`otgdk (luhs). H`snrgl` yaur ekaw`r.

tbaro

luh

ras`

prahunE``hldnj

7/23/2019 #Deepdt Learning MEANS

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 prahunE``hldnjKSS

V\AIVX=Bdke tb` e``hldnj gs hao`, egkk go tb` r`st.

g kgj`... g wgsb... g waoh`r.