2010.Atkins.data MiningWednesadyAM

7/26/2019 2010.Atkins.data MiningWednesadyAM

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Data Mining

Douglas C. Atkins, OCP

FASTER Staf: 1998 21


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Custo!"# Tak"a$a% D"si'tionCusto!"# Tak"a$a% D"si'tion

("st Suit") *o# s%st"! a)!inist#ato#s, +""t!anag"#s, +""t anal%sts an) su'"#iso#s

Mo#ning S"ssion. o$ to ask %ou#

)ata/as" t0" #ig0t u"stions 3singFASTER, E4&"l an) ot0"# u"#% #"lat") toolsto g"t in*o out o* FASTER


3/30

Ag"n)aAg"n)a

5nt#o)u&tions an) C#")"ntials D"6nition o* Data Mining

T%'"s o* R"sults

Tools *o# Data Mining

R"al7i*" E4a!'l"s

o$, 0at, 0"n, 0o, 0%

(uil) )ata u"#i"s to tak" 0o!"

u"stions ; Ans$"#s


4/30

5nt#o)u&tions an) C#")"ntials5nt#o)u&tions an) C#")"ntials

Fl""t S"#i&"s T"a! "a)"#FASTERStaf M"!/"# *o# 12


5/30

Data Mining: 0at 5s 5tData Mining: 0at 5s 5t

T0" '#o&"ss o* "4t#a&ting 'att"#ns *#o!)ata.

no$ing $0at to ask.

no$ing 0o$ to ask.

no$ing 0o$ to '#"s"nt t0" )ata.


6/30

E)u&ating Ou# Consu!"#sE)u&ating Ou# Consu!"#s

T0"#" is a t"n)"n&% *o# insu&i"ntl%kno$l")g"a/l" &onsu!"#s o* t0" #"sultsto att#i/ut" !agi&al a/iliti"s to )ata!ining, t#"ating t0" t"&0niu" as a so#t o*

all7s""ing %stal /all.


7/30

Sa!'l" S"t s. Enti#" Po'ulationSa!'l" S"t s. Enti#" Po'ulation

T0" )is&o"#% o* a 'a#ti&ula# 'att"#n in a'a#ti&ula# s"t o* )ata )o"s not n"&"ssa#il%!"an t0at 'att"#n is #"'#"s"ntati" o* t0"$0ol" 'o'ulation *#o! $0i&0 t0at )ata $as

)#a$n. "n&", an i!'o#tant 'a#t o* t0"'#o&"ss is t0"verifcation and validationo* 'att"#nson ot0"# sa!'l"s o* )ata
http://en.wikipedia.org/wiki/Verification_and_validationhttp://en.wikipedia.org/wiki/Verification_and_validation


8/30

T%'"s o* R"sultsT%'"s o* R"sults

R"sult S"ts ists

All Ass"ts in Co!'an% 1

Co!'a#isons

Pa#ts O/sol"s&"n&" T#"n)s

Ass"t isto#i&al Cost P"# M"t"# /% Mont0


9/30

Tools *o# Data MiningTools *o# Data Mining

FASTER E4&"l

A&&"ss

(usin"ss O/G"&ts HC#%stal R"'o#tsI

S HSt#u&tu#") u"#% anguag"I

FS: FASTER TOAD, S D""lo'"#: O#a&l" o# Mioso*t

S Plus: O#a&l"

S S"#"# Manag"!"nt Stu)io E4'#"ss:

Mioso*t


10/30

Data/as" Conn"&tiit%Data/as" Conn"&tiit%

Ja!" o* %ou# Data/as" Fast"#CS, Fast"#D(

TJSJa!"

in)o$s Aut0"nti&ation 3s"# Ja!" an) Pass$o#)

D(A to C#"at"


11/30

Tools R"ui#" Conn"&tiit%Tools R"ui#" Conn"&tiit%

FASTER OED(

E4&"l, A&&"ss, u"#% D""lo'"# Tools

OED(, OD(C

TOAD, S Plus, S S"#"# Manag"!"ntStu)io Jati" D#i"#s

i&"ns") Data (as" So*t$a#"

"t>s C#"at" an OD(C *o# us" in &lass ?


12/30

OD(C Data Sou#&"OD(C Data Sou#&"

A)!inist#ato#A)!inist#ato#


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19/30

o&ating t0" Datao&ating t0" Data

FASTERData Di&tiona#i"s 0tt':&usto!"#.&&gs%st"!s.&o!)o$nloa)7&"nt

"#!anuals7)o&u!"ntation(requires login/password)

Co#" FASTERA''li&ation TM Ki"$ *o# Eas% Jaigation

Ta/l"s

FASTERR"'o#ts Data Di&tiona#%

TM Ki"$ *o# Eas% Jaigation

Ki"$s an) Sto#") P#o&")u#"s

"t>s look at t0" )i&tiona#i"s
http://customer.ccgsystems.com/download-center/manuals-documentation/http://customer.ccgsystems.com/download-center/manuals-documentation/http://customer.ccgsystems.com/download-center/manuals-documentation/http://customer.ccgsystems.com/download-center/manuals-documentation/


20/30

R"al7i*" E4a!'l"sR"al7i*" E4a!'l"s

ists FASTERS"a#&0 an) u"#%

FASTERStan)a#) R"'o#ts

Custo! R"'o#ts ; u"#i"s

o$ !an% ass"ts a#" in t0" +""t, in aD"'a#t!"nt, in a Class, in a S0o', a#"

Tak" o!" K"0i&l"s, a#" Of7Roa)

K"0i&l"s

"t>s look at so!" u"#i"s ?


21/30


Co!'a#isons FASTERS"a#&0 an) u"#%, Stan)a#) R"'o#ts,

Custo! R"'o#ts ; u"#i"s

Do 5 0a" "noug0 t"&0ni&ians, "noug0

(a%s, a! 5 sto&king t0" #ig0t 'a#ts, )o 50a" a)"uat" stang in t0" 'a#ts #oo!

A#" !% "0i&l"s /"ing un)"#o"# utiliL"),

a#" t0"#" "0i&l"s t0at s0oul) /" s"n)ing u'#") +ags HCPMMP=I, $0i&0 on"s n"")#"'la&ing

"t>s look at so!" &o!'a#isons ?


22/30


T#"n)s Cost o* PM, /% Ass"t Class, /% s (uil) 5t

"t>s Anal%L" 5t

"t>s Talk a/out o$ 5t Can "l' 3s Mak" aD"&ision

"t>s Tak" 5t o!"


23/30

o$ to (uil) a u"#%o$ to (uil) a u"#%

Select T0" &olu!ns to /" s"l"&t") *o# t0" #"sult s"t.

T0" s"l"&t list is a s"#i"s o* "4'#"ssionss"'a#at") /% &o!!as.

All, Distin&t, S'"&i6& Colu!n Ja!"s

Fo#!ulas

S"l"&t E"%, ECo!'an%, ? S"l"&t CountHE"%I, ?


24/30


From S'"&i6"s t0" ta/l"s, i"$s, an) Goin") ta/l"s

us") in DEETE, SEECT, an) 3PDATEstat"!"nts.

S"l"&t ? F#o! *ast"#.E0"a)"# S"l"&t ? F#o! *ast"#.E0"a)"# NO5J *ast"#.EPM on

HE0"a)"#.E35D EPM.EPEui)I

5nn"# Honl% !at&0"sI

Full Out"# HAll #o$sI

"*t Out"# HAll !at&0"s, in&lu)"s #o$s *#o! l"*tI

Rig0t Out"# HAll !at&0"s, in&lu)"s #o$s *#o!#ig0tI


25/30


Where S'"&i6"s t0" &on)ition *o# t0" #o$s #"tu#n") /%

a u"#%. D"6n"s t0" &on)ition to /" !"t *o# t0"#o$s to /" #"tu#n"). T0"#" is no li!it to t0"nu!/"# o* &on)itions.

S"l"&t ? F#o! ? 0"#" E"a)"#.E35D "a)"#.E35D an)

0"a)"#.35D a/o#.35D an)

a/o#.RT< lik" PMQ>


26/30


Group By Dii)"s a ta/l" into g#ou's. =#ou's &an &onsist

o* &olu!n na!"s o# #"sults o# &o!'ut")&olu!ns.

S"l"&t ? F#o! ? 0"#" ? =#ou' /% E"a)"#.EClass, E"a)"#.E


27/30


Order By S'"&i6"s t0" so#t *o# t0" #"sult s"t.

S"l"&t ? F#o! ? 0"#" ? =#ou' (% ?

O#)"# (% E"a)"#.EClass, E"a)"#. E


28/30

Ou# u"#%Ou# u"#%

S"l"&t E? F#o! E?

0"#" *ast"#.E"a)"#, ?

=#ou' (< E"a)"#.EClass ?

O#)"# (< E"a)"#.EClass ?


29/30

Mining in A&tionMining in A&tion

"t>s /uil) a u"#% tog"t0"# ?

At t0" /"ginning o* &lass ?

5n t0" !i))l" $" ?

Jo$ $0at &an %ou )o ?


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u"stion ; Ans$"#u"stion ; Ans$"#

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2010.Atkins.data MiningWednesadyAM