7/30/2019 Forum EDS 2013 - Alison Munson

1/20

]dstcurctlha gu kcpltcb acturd gcas bds r`lhas gd Kecrbdvhlx*Mcs

[c`udacy> uad cpprhked cxd sur bds sdrvlkds gds khsystjds

Cblsha Juasha YeG

Yrhfdssdurd" khbh`ld fhrdstlrd

Jdjmrd gd bLastltut da davlrhaadjdat" gvdbhppdjdat dtshklt" Kdatrd gtugd gd bc fhrt" dt Kdatrd gd skldakds gd bcmlhglvdrslt gu Sumdk

cvdk bc khbbcmhrctlha gd [tdvd Gry" Acaky @blacs dt[tpecald Tegd

7/30/2019 Forum EDS 2013 - Alison Munson

2/20

Bds sdrvlkds gds khsystjds Bds sdrvlkds g'cpprhvlslhaadjdat shat > bds prhgults qud prhkurdat bds

khsystjds" tdbs qud bds rdsshurkds `atlquds" bc ahurrlturd" bc flmrd" dtk

Bds sdrvlkds gd r`ubctlha shat > bds mldafclts qul gkhubdat gd bc r`ubctlha

gds prhkdssus bls cux khsystjds" tdbs qud bc r`ubctlha gu kbljct" gd b'dcu

Bds sdrvlkds kubturdbs shat > bds mldafclts aha jctrldbs qud prhkurdat bdskhsystjds trcvdrs b'darlkelssdjdat splrltudb" bd gvdbhppdjdat kh`altlf" bcrfbdxlha" bds bhlslrs dt b'dxprldakd dstetlqud

Bds sdrvlkds gd shutlda shat > bds sdrvlkds akdssclrds bc prhguktlha gd thusbds cutrds sdrvlkds fhurals pcr bds khsystjds! Lbs khjprdaadat bc prhguktlhagd mlhjcssd" bc prhguktlha g'hxy`ad ctjhsperlqud" bc fhrjctlha dt bcrtdatlha gds shbs" bd kykbd gds bjdats autrltlfs" bd kykbd gd b'dcu" bds ecmltcts

%JC" =994,

7/30/2019 Forum EDS 2013 - Alison Munson

3/20

]dstcurctlha gu kcpltcb acturd> uad cutrd fchagd vhlr bd jhagd

Bc g`rcgctlha gds sdrvlkd gds khsystjdsrdprsdatd uad pdrtd gd mlda kcpltcb

Khstcazc 3

7/30/2019 Forum EDS 2013 - Alison Munson

4/20

Klmbds gClkel %Yrhthkhbd gd Ac`hyc,

tdagrd bds clrds prht`ds 30 $ gds clrds tdrrdstrds dt gdsdcux latrldurds" dt 39 $ gds zhads jcrlads dt ktlrds ?

]dstcurdr cu jhlas 34 $ gds khsystjds g`rcgs da vudgckkrhtrd bc rslbldakd gds khsystjds dt khatrlmudr bcsqudstrctlha gd kcrmhad ?

]gulrd cu jhlas gd jhltl bd rytejd gcppcuvrlssdjdat gdthus bds ecmltcts acturdbs" lakbucat bds fhrts dt" sl phsslmbd" bdrcjdadr prs gd zrh ?

Bldas dt cbl`adjdat bhkcb cvdk bds ckkhrgs latdractlhacux

7/30/2019 Forum EDS 2013 - Alison Munson

5/20

[ystjd shklh*khbh`lqud khjjd kcgrdgd rdkedrked

[ystjd eujcla>Laglvlgus"`rhupds"

lastltutlhas

[drvlkds gdskhsystjds

khsystjd>[trukturd dt

fhaktlhas

Cktlhas" latdrvdatlhas>]khbtd gu mhls" pked dtk!

ettp>((wlol!rdscbblcakd!hr`

7/30/2019 Forum EDS 2013 - Alison Munson

6/20

Hmndktlf `arcb> Hutlb pcrtlklpctlf dt gklslhaadb

www!ljkec!khj

Gvdbhppdjdat guaprhkdssus dt gua hutlbphur phussdr bc rfbdxlha

sur bds dandux khbh`lqudsdt shklcux dt bdgvdbhppdjdat r`lhacb

Mut flacb dst gcu`jdatdrbc rslbldakd gds systjdsshklh*khbh`lquds

7/30/2019 Forum EDS 2013 - Alison Munson

7/20

Hmndktlf `arcb> tugds gd kcs

Gvdbhppdjdat gua kcgrdphur bd khjptcmlblt dt bcjhatlsctlha gds sdrvlkds

gds khsystjds %hutlb gd gklslha * bhkcb,

Gdux systjds shklh*khbh`lquds> Kecrbdvhlx*Mcs [c`udacy dt @cspsld

C`dakd SJL

7/30/2019 Forum EDS 2013 - Alison Munson

8/20

Hmndktlf `arcb> tugds gd kcs

Gvdbhppdjdat gua kcgrd phur bc khjptcmlblt dt bc jhatlsctlhagds sdrvlkds gds khsystjds

Keca`djdats gutlblsctlha gds tdrrds" cpprhked gvdbhppd pcr

bLastltut gd [tctlstlqud gu Sumdk %Tegd" =933,

Bc vcbdur dstetlqud gu pcysc`d rurcb fhrdstldr da Kecrbdvhlx %dt da

@cspsld," sdbha glffrdats `rhupds" phur blat`rctlha glrdktd gcas bc

pbcalflkctlha gutlblsctlha gds rdsshurkds

Lat`rctlha gcutrds sdrvlkds khbh`lquds %sthkos gd kcrmhad"

mlhglvdrslt" qucblt gd bdcu, uad fhls bd kcgrd da pbckd

7/30/2019 Forum EDS 2013 - Alison Munson

9/20

Cpprhked gd khjptcmlblt gd [KDD

[ystjd gd khjptcmlblt khahjlqud dt

davlrhaadjdatcbd lat`rd %gvdbhpp pcrbc Glvlslha stctlstlqud gds Actlhas Talds * TA[G"

bC`dakd durhpdaad phur bdavlrhaadjdat %CDD,

dt bc Mcaqud jhaglcbd,

Khjptd gds tdrrds mcs sur bd

keca`djdat gd khuvdrt gcas bd tdjps

Da khbbcmhrctlha cvdk bLastltut gd

[tctlstlqud gu Sumdk %cpprhked dagvdbhppdjdat phur bd Sumdk,

VHL] prsdatctlha gd [tpecald Tegd sur bdprhndt plbhtd gds khjptds gds tdrrds"

[yjphsluj 647" vdagrdgl 39e74

7/30/2019 Forum EDS 2013 - Alison Munson

10/20

Khatdxtd r`lhacb khbh`lqud

Yrhtdktlha gd bc ktd dt gds prlaklpcuxmcsslas vdrscats" jclatlda gd bc qucblt gdbdcu

Yrhtdktlha gu pcysc`d c`rlkhbd*fhrdstldrqul dst typlqud gd bc r`lha

HYJV Jclatlda gd bc qucblt vlsudbbd

gds pcysc`ds fhrdstldrs

]sdrvd gd bc mlhsperd TAD[KH

Bc fhrt jlxtd cvdk dssdakds thbrcatds gd

fla gd sukkdsslha c t rdjpbckd pcr uadnduad fhrt ghjlad pcr bds dssdakdslathbrcatds gd gmut gd sukkdsslha%qucblt gu sdrvlkd vs qucatlt,

Wrhupdcu gd kcrlmhus rslgdats da gkbla

%.caljcb djmbjctlqud bhkcb,

7/30/2019 Forum EDS 2013 - Alison Munson

11/20

Khatdxtd r`lhacb khbh`lqud

jra!`huv!qk!kc

=93; 35=9

jra!`hv!ha!kc

]crfcktlha gdsdssdakds gd jl* dtfla gd sukkdsslha>*Yla rhu`d

*Yla mbcak*Weuyc*Mhubdcu ncuad

7/30/2019 Forum EDS 2013 - Alison Munson

12/20

Khatdxtd r`lhacbd shklhkhahjlqud

Bds vcbdurs gds tdrrds dt gd bljjhmlbldr cu`jdatdat gd fcha ljphrtcatd

shus bdffdt gd bc spkubctlha

]cbdatlssdjdat gd blagustrld fhrdstlrd gurcat bds gdralrds caads"

khatrclatds ghprctlha gcas uad fhrt gd mcssd qucblt Bc`rlkubturd r`lhacbd dst glvdrslfld cvdk uad lgdatlt dt spklflklt cssdz

gvdbhppds

Lafbudakd gu gvdbhppdjdat cu Jcsslf %gvdbhppdjdat ljjhmlbldr,

Vldlbblssdjdat gd bc phpubctlha r`lhacbd %/ rdtrclts, Djpbhls sclshaaldrs dt tdjps pcrtldb %thurlsjd,

Lafrcstrukturd gd trcasphrt lasufflscatd

Mlhglvdrslt qumkhlsd

7/30/2019 Forum EDS 2013 - Alison Munson

13/20

3dr tcpd> vcbuctlha gd bc vcbdur stetlqud

]dvud gds cpprhkeds bcuthjad =93; %D \hua`*Vl`adcubt,

Sudstlhas pelbhshpelquds> dst*kd qud kdttd vcbuctlha dsthmndktlvd8

Euj" pcs da =9 jla

Jtehgds

Yrhpdaslha pcydr> vcbuctlha khatla`datd

Daqutds cfla gd gtdrjladr khjmlda glffrdats `rhupds

phurrcldat pcydr phur jclatdalr ua mlda hu sdrvlkd

Dxprldakds gd kehlx> Bds `das pduvdat kehlslr pcrjl gds

skacrlhs glffrdats

7/30/2019 Forum EDS 2013 - Alison Munson

14/20

vcbuctlha gd bc vcbdur dstetlqud

Bc pcrtlklpctlha bhkcbd dst

prljhrglcbd %skacrlhs,

Ta trcvclb ljphrtcat sur bds cttrlmuts

gu pcysc`d dst gn fclt daKecrbdvhlx dt da @cspsld %khjlts

bhkcux,

Ycrtlklpctlha dxtdrad /

Yrsdatdr bds rsubtcts dt mtlr uakhasdasus bhkcb %8,

Mtlr bd kcgrd lafhrjctlqud da

pcrcbbbd phur cppuydr uad cacbysd

spctlcbd

Dxdjpbd> Kehlx jubtl*cttrlmuts

%Gckecry*Mdracrg" =997,

7/30/2019 Forum EDS 2013 - Alison Munson

15/20

Gfls phur vcbudr bc vcbdur dstetlqud

]phasds vcrlcmbds gd glffrdats rphagcats> rslgdats"

c`rlkubtdurs" thurlstds dtk!

Bc pdrtd gd butlblsctlha pcr bds thurlstds hu bc pdrtd gd bc qucblt gd

vld dst pbus glfflklbd vcbudr dt pbus khjpbdxd qud bc prhpdaslha pcydr

Khjjdat lat`rd*t*ha ua sdrvlkd kubturdb cvdk bds cutrds sdrvlkds

mlhpeyslquds pbus fcklbdjdat jdsurs 8

Khjjdat pdut*ha trcasfrdr bds rsubtcts dt ua hutlb vdrs bdsrslgdats dt bds `rhupds gklslhaadbs8 %Ycrtlklpctlha,

7/30/2019 Forum EDS 2013 - Alison Munson

16/20

Hutlb gklslhaadb > dxdjpbd cgcpt gu Yrhndtsur bd kcpltcb acturd %LaVD[W,

Da`c`djdat gds pcrtlds prdacatds bhkcbds

[kacrlhs

Jhgbds mlhpeyslquds

Jhgbds khahjlquds

Cgcpt gd acturcbkcpltcbprhndkt!hr`

KcrtdsKhjprhjlsMlbcas

''

7/30/2019 Forum EDS 2013 - Alison Munson

17/20

Gclby dt cb! =99