์ „์ฒด ๊ธ€

๐Ÿ’ป Back-End Developer ๐Ÿ’ป ๊ธธ๊ฐ€๋‹ค ๋งŒ๋‚œ ์—๋Ÿฌ์™€ ์–ด๋ ค์› ๋˜ ์ ์„ ๊ธฐ๋กํ•˜๋Š” ๊ณณ์ž…๋‹ˆใ„ทใ… โ˜†*: .๏ฝก. o(โ‰งโ–ฝโ‰ฆ)o .๏ฝก.:*โ˜†
RapidMiner ํ”„๋กœ๊ทธ๋žจ์„ ์ด์šฉํ•  ์˜ˆ์ •์ด๋‹ค. GUI ํ˜•์‹์œผ๋กœ ๋˜์–ด ์žˆ์–ด ๋ฐ์ดํ„ฐ ๋ถ„์„ ์ดˆ๋ณด์ž๊ฐ€ ์‚ฌ์šฉํ•˜๊ธฐ์— ํŽธ๋ฆฌํ•˜๋‹ค๋Š” ์ด์ ์ด ์žˆ๋‹ค. 1. ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ -ํƒ€์ดํƒ€๋‹‰ ๋ฐ์ดํ„ฐ๋ฅผ Process ์ฐฝ์— ๋Œ์–ด๋‹ค ๋†“์œผ๋ฉด [Retrieve Titanic] ๋ฐ•์Šค๊ฐ€ ์ƒ์„ฑ๋œ๋‹ค. ๐Ÿ’ก Retrieve : ํšŒ์ˆ˜ํ•˜๋‹ค, (์ •๋ณด๋ฅผ) ๊ฒ€์ƒ‰ํ•˜๋‹ค set role operator์„ ๋ฐฐ์น˜ํ•ด์ฃผ๊ณ  ํŒŒ๋ผ๋ฏธํ„ฐ ๋‚ด attribute name(์†์„ฑ ์ด๋ฆ„)์„ ์ •ํ•ด์ค€๋‹ค. ์ด๋ฆ„์œผ๋กœ ์ •ํ•ด์คฌ๋‹ค. โ–ถattribute name ์„ค๋ช… ๋”๋ณด๊ธฐ attribute name Description: The name of the Attribute which role should be changed. The name can be selected from the dropdown me..
1. ์ถœ๋ ฅ public class HelloWorldApp { public static void main(String[] args) { //main : method System.out.println("Hello World!!"); } } Hello World!! ํ•™๊ต ๋‹ค๋‹ ๋•Œ ์ฒ˜์Œ์œผ๋กœ ๋ฐฐ์› ๋˜ ๊ฐ„๋‹จํ•œ ์ถœ๋ ฅ ๊ธฐ๋Šฅ. ๋‹ค์‹œ ๋ฐฐ์šฐ๊ณ  ์žˆ๋‹ค. ํ•™๊ต ๋‹ค๋‹ ๋•Œ ์—ด์‹ฌํžˆ ํ• ๊ฑธ ํ›„ํšŒํ•ด๋„ ์ง€๊ธˆ ๋‹ค์‹œ ์—ด์‹ฌํžˆ ํ•˜๋ฉด ๋œ๋‹ค. ์†Œ์Šค์ฝ”๋“œ ์ด๋ฆ„์„ ์ง๊ด€์ ์œผ๋กœ ์ง“์ž. ์–ด๋–ค ๊ธฐ๋Šฅ๊ณผ ๊ตฌํ˜„ํ•˜๋ ค๋Š” ๋ชฉ์ ์ด ๋ฌด์—‡์ธ์ง€ ํ•œ๋ˆˆ์— ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ์–ด์•ผ ํ•œ๋‹ค. ๐Ÿ’กclass ์ด๋ฆ„๊ณผ ๋งจ ์œ„ public class ๋’ค ์ด๋ฆ„์ด ๊ฐ™์•„์•ผ ํ•œ๋‹ค. 2. ๋ฐ์Šคํฌํƒ‘ ๊ธฐ๋Šฅ //desktop App, ๋ฐ์Šคํฌํƒ‘์ด ๋œจ๋ฉด์„œ "Hello World!!"๊ฐ€ ๋œฌ๋‹ค. import javax.swin..
1. ์ดˆ๊ธฐ ์ฝ”๋“œ //IOT ์ž‘๋™ ์†Œ์Šค์ฝ”๋“œ 2 //์ด์‚ฌ๊ฐˆ ๋•Œ id๊ฐ’ ์ง์ ‘ ์ˆ˜์ • ๋ฐ ์ปดํŒŒ์ผ : ๋ณต์žกํ•จ //ํ”„๋กœ๊ทธ๋žจ ์‹คํ–‰ -> ์‚ฌ์šฉ์ž์˜ ์ฃผ์†Œ ์ง์ ‘ ์ž…๋ ฅ -> ์•„์ด๋””๊ฐ’ ์„ธํŒ…์‹์œผ๋กœ ๋ฐ”๊พธ๊ธฐ import javax.swing.JOptionPane; //JOptionPane ๊ธฐ๋Šฅ ์‚ฌ์šฉํ•˜๊ธฐ ์œ„ํ•œ swing ๊ธฐ๋Šฅ ์ถ”๊ฐ€ import org.opentutorials.iot.Elevator; //org ํŒจํ‚ค์ง€ ๋‚ด opentutorials ๋‚ด iot ๋‚ด Elevator ์†Œ์Šค์ฝ”๋“œ๋ฅผ ๊ฐ€์ ธ์™€์„œ ์“ฐ๊ฒ ๋‹ค๋Š” ์˜๋ฏธ. import org.opentutorials.iot.Lighting; import org.opentutorials.iot.Security; public class OkJavaGoinHomeinput { public static ..
๋””๋ฒ„๊น… (debugging) : ์‹œ์Šคํ…œ์˜ ๋…ผ๋ฆฌ์  ์˜ค๋ฅ˜ / ๋ฒ„๊ทธ ์ฐพ์•„๋ƒ„ -> ์›์ธ ๋ฐํž˜ -> ์ˆ˜์ •ํ•˜๋Š” ์ž‘์—… ๊ณผ์ • ๐Ÿ’ก ์ž๋ฐ” ์ดํด๋ฆฝ์Šค๋ฅผ ์ด์šฉํ•˜์—ฌ ๋””๋ฒ„๊น…์„ ํ•ด๋ณด๊ฒ ๋‹ค. 1. break point ์ง€์ • 36๋ฒˆ ์ค„ ์ขŒ์ธก ๋นˆ๊ณต๊ฐ„ ๋”๋ธ” ํด๋ฆญ -> ๋™๊ทธ๋ผ๋ฏธ ํ‘œ์‹œ : break point ์ง€์ • ์™„๋ฃŒ ๐Ÿ’กbreak point ์ง€์ • ํ›„ ๋‹ค์‹œ ๋”๋ธ” ํด๋ฆญ : break point ํ•ด์ œ 2. debugger click ๋ฒŒ๋ ˆ ์•„์ด์ฝ˜ ํด๋ฆญ 3. switch click 4. debugging 5. ํ™•์ธ ์šฐ์ธก ์ฐฝ์„ ๋ณด๋ฉด ์ดˆ๊ธฐ์— ์„ค์ •ํ•ด๋†“์€ ๋ณ€์ˆ˜ ๊ฐ’์ด ์ž˜ ์„ธํŒ…๋˜์–ด ์žˆ๋‹ค. (id๊ฐ’ & bright๊ฐ’) 6. debug ์ฐฝ ๋‚˜๊ฐ€๊ธฐ ํ˜„์žฌ๋Š” debug ์ฐฝ์— ์œ„์น˜ํ•ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์— ๋ฒŒ๋ ˆ ์•„์ด์ฝ˜์— ์ฒดํฌ๋˜์–ด ์žˆ๋‹ค. debug ์ฐฝ์„ ๋‚˜๊ฐ€๋ ค๋ฉด ๋ฒŒ๋ ˆ ์•„์ด์ฝ˜ ์˜† ํŒจํ‚ค์ง€..
ยท[Etc]
๋น„์ฃผ์–ผ ์ŠคํŠœ๋””์˜ค 2022 ๊ธฐ์ค€ 1. New ํ”„๋กœ์ ํŠธ ์ƒ์„ฑ ์ฝ˜์†” ์•ฑ - ์†”๋ฃจ์…˜ ๋ฐ ํ”„๋กœ์ ํŠธ๋ฅผ ๊ฐ™์€ ๋””๋ ‰ํ„ฐ๋ฆฌ์— ๋ฐฐ์น˜(D) ํด๋ฆญ 2. ์ž…๋ ฅํ•˜๊ณ ์ž ํ•˜๋Š” ์ฝ”๋“œ ์ž…๋ ฅ 3. ๋นŒ๋“œ(B) - ์†”๋ฃจ์…˜ ์ •๋ฆฌ 4. ํ”„๋กœ์ ํŠธ - ์†์„ฑ 5. ์ผ๋ฐ˜ - Release ํ™•์ธ 6. ํ‘œ์‹œ ๋ถ€๋ถ„ Release ํ™•์ธ 7. ๋นŒ๋“œ - ์†”๋ฃจ์…˜ ๋‹ค์‹œ ๋นŒ๋“œ 8. ์ตœ์ข… ๊ฒฐ๊ณผ ํ™•์ธ ๋นŒ๋“œ ์˜ค๋ฅ˜๊ฐ€ ๋œจ๊ณ  exe ํ”„๋กœ๊ทธ๋žจ์ด ์—†๋‹ค๊ณ  ์—๋Ÿฌ๊ฐ€ ๋‚˜์„œ ํ”„๋กœ์ ํŠธ ์‚ญ์ œํ•˜๊ณ  ์ฒ˜์Œ๋ถ€ํ„ฐ ์ด ๊ณผ์ •์œผ๋กœ ํ•ด๋ณด๋‹ˆ ์ •์ƒ์ ์œผ๋กœ ์ž‘๋™๋œ๋‹ค. ์ž˜ ์ž‘๋™ํ•˜๋‹ค๊ฐ€๋„ ๋นŒ๋“œ ์˜ค๋ฅ˜๊ฐ€ ๋œจ๋Š” ๊ฒฝ์šฐ์—ฌ์„œ ์ฐจ๋ผ๋ฆฌ ์‚ญ์ œํ•˜๊ณ  ๋‹ค์‹œ ํ”„๋กœ์ ํŠธ๋ฅผ ์ƒ์„ฑํ–ˆ๋‹ค. C:\Users\USER\source\repos\test1\x64\Release ์•ˆ๋‚ด ๋œ ๊ฒฝ๋กœ๋ฅผ ๋”ฐ๋ผ ๊ฐ€๋ดค๋Š”๋ฐ exe ํ”„๋กœ๊ทธ๋žจ์ด ์—†์—ˆ๋‹ค. ๊ทธ๋Ÿผ ๊ทธ๋™์•ˆ ์–ด๋–ป๊ฒŒ ์ž‘๋™๋˜์—ˆ๋˜ ..
Unsupervised Learning (๋น„์ง€๋„ ํ•™์Šต) 1. Association Analysis (์—ฐ๊ด€ ๋ถ„์„) ์žฅ๋ฐ”๊ตฌ๋‹ˆ ๋ถ„์„ ๋Œ€์šฉ๋Ÿ‰ ๋ฐ์ดํ„ฐ ์•„์ดํ…œ ๊ฐ„ ์—ฐ๊ด€์„ฑ ์ฐพ์•„๋ƒ„ EX) ์›”๋งˆํŠธ : ๋งฅ์ฃผ - ๊ธฐ์ €๊ท€ ์—ฐ๊ด€์„ฑ ์šฉ์–ด Support (์ง€์ง€๋„) ๊ฑฐ๋ž˜์ง‘ํ•ฉ -> (ํ•ด๋‹น ํ•ญ๋ชฉ์ง‘ํ•ฉ) ์ƒ๋Œ€์  ๋ฐœ์ƒ ๋นˆ๋„ (์ „์ฒด ๊ฒฝ์šฐ์˜ ์ˆ˜) ๊ณ„์‚ฐ๋Ÿ‰ ↓ Apriori ์•Œ๊ณ ๋ฆฌ์ฆ˜ Ex) ๋งฅ์ฃผ ๊ตฌ๋งค์ธ -> ๋Œ€๋ถ€๋ถ„ ์ฝœ๋ผ๋„ ๊ตฌ๋งค Confidence (ํ–ฅ์ƒ๋„) Rule Strength (์—ฐ๊ด€๊ทœ์น™ ๊ฐ•๋„) [์„ ํ–‰ํ•ญ๋ชฉ A / ํ›„ํ–‰ํ•ญ๋ชฉ B] A∩B /A Lift (ํ–ฅ์ƒ๋„) ํ•ญ๋ชฉ A, B : ๊ตฌ๋งค ํŒจํ„ด ๋…๋ฆฝ์  or ์ƒ๊ด€ ๊ด€๊ณ„ ํŒŒ์•… (A ๊ตฌ๋งค → B ํ™•๋ฅ ) / (B ์ž„์˜๋กœ ๊ตฌ๋งค ๋  ํ™•๋ฅ ) Lift(A->B) = support(A,B) / support(A) * ..
Supervised learning (์ง€๋„ํ•™์Šต ๋ถ„์„๊ธฐ๋ฒ•) 1. Dedision Tree (์˜์‚ฌ๊ฒฐ์ •๋‚˜๋ฌด) ๋ฐ์ดํ„ฐ ๋ถ„๋ฅ˜, ์˜ˆ์ธก -> ๋„ํ‘œํ™” ์žฅ์ ) 1. IF THEN ํ˜•ํƒœ ํ‘œํ˜„ : ๊ฒฐ๊ณผ ์ดํ•ด / ํ•ด์„ ์šฉ์ด 2. ํ†ต๊ณ„์  ๊ฐ€์ • ํ•„์š”X 3. ๋ถ„๋ฅ˜ ๊ณผ์ • -> ๋ณ€์ˆ˜ ์ค‘์š”๋„ ํŒŒ์•… ๊ฐ€๋Šฅ ๋‹จ์ ) 1. ์ ํ•ฉ ๋ชจํ˜• ๋งŒ๋“ฆ -> ์‹œ๊ฐ„ ์†Œ์š” ๅคš 2. ๋ณ€์ˆ˜ ๊ฐ„ ์ƒ๊ด€์„ฑ ํŒŒ์•… ์–ด๋ ค์›€ (โˆต๊ฐ๊ฐ ํ•˜๋‚˜์˜ ๋ณ€์ˆ˜ ๊ธฐ์ค€ ๊ตฌ๋ถ„) Data Set : Titanic training (์ƒ์กด์š”์ธ ๊ด€๋ จ ์†์„ฑ๋งŒ ํฌํ•จ) ์ƒ์กดํ™•๋ฅ ์— ๊ฐ€์žฅ ํฐ ์˜ํ–ฅ ๋ฏธ์น˜๋Š” ์†์„ฑ : ์„ฑ๋ณ„ > ์Šน์„ ํ•œ ๋ถ€๋ชจ/์ž๋…€ ์ˆ˜ > ์Šน์„ ํ•œ ํ˜•์ œ์ž๋งค/๋ฐฐ์šฐ์ž ์ˆ˜ > Passenger Fare ์ˆœ 2. K-NN (K-Nearest Neighbor / ์ตœ๊ทผ์ ‘ ์ด์›ƒ ์•Œ๊ณ ๋ฆฌ์ฆ˜) New data - Neares..
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[์ œ 32ํšŒ ADsP ํ•ฉ๊ฒฉ] 1 ๊ณต๋ถ€ ๊ธฐ๊ฐ„ 2์ฃผ (๋ฐ์ดํ„ฐ ๊ด€๋ จ ์ง€์‹ ๋…ธ๋ฒ ์ด์Šค) 2 ๊ต์žฌ 2020 ๋ฐ์ดํ„ฐ ๋ถ„์„ ์ค€์ „๋ฌธ๊ฐ€ ADsP ํ•œ ๊ถŒ์œผ๋กœ ๋๋‚ด๊ธฐ / ํ™ฉ์†Œ๊ฑธ์Œ 3 ์‹œํ—˜์ผ 2022. 2. 26. Sat. 10:00A.M. 4 ์‹œํ—˜์žฅ์†Œ ์ธ์ฒœ์˜ฅ๋ จ์ค‘ํ•™๊ต (220226 ๊ธฐ์ค€ ์ฃผ์ฐจ ๊ฐ€๋Šฅ) 5 ๊ฒฐ๊ณผ ๋ฐœํ‘œ์ผ 2022. 3. 25. Fri. 10:00A.M. 6. ์„ฑ์  7. ์ž๊ฒฉ์ฆ ๋ฐœ๊ธ‰ [ADsP ์‚ฌ์ „ ์ •๋ณด] 1 ์‹œํ—˜ ๋ฒ”์œ„ ๋ฐ์ดํ„ฐ ์ดํ•ด, ๋ฐ์ดํ„ฐ๋ถ„์„ ๊ธฐํš, ๋ฐ์ดํ„ฐ ๋ถ„์„ 2 ์‹œํ—˜ ํ˜•ํƒœ ํ•„๊ธฐ์‹œํ—˜ 3 ์‹œํ—˜ ์‘์‹œ ์ž๊ฒฉ ์ œํ•œ์—†์Œ 4 ์‹œํ—˜ ์‘์‹œ ์ค€๋น„๋ฌผ ์ปดํ“จํ„ฐ์‚ฌ์ธํŽœ, ๋ณผํŽœ, ์‹ ๋ถ„์ฆ, ์ˆ˜ํ—˜ํ‘œ 5 ์‘์‹œ๋ฃŒ ๏ฟฆ50,000 6 ์ ‘์ˆ˜ ์‚ฌ์ดํŠธ https://www.dataq.or.kr/www/main.do 4. ์‹œํ—˜ ๋ฌธํ•ญ์ˆ˜ ๋ฐ ๋ฐฐ์  [๊ณต๋ถ€ ์ ‘๊ทผ๋ฒ•]..
ยท[Language]/Python
1. ๋ฌธ์ž ๊ฐœ์ˆ˜ ์„ธ๊ธฐ (Count) a="hobby" print(a.count('b')) #count()ํ•จ์ˆ˜ ์‚ฌ์šฉ -> ๋ฌธ์ž์—ด ์ค‘ ๋ฌธ์ž 'b' ๊ฐœ์ˆ˜ ์ถœ๋ ฅ '2' ์œ„์น˜ ์•Œ๋ ค์ฃผ๊ธฐ (fint, index) a="Python is the best choice" print(a.find('b')) #b์˜ ์œ„์น˜ print(a.find('k')) #k ์œ„์น˜ 14 #๋ฌธ์ž์—ด์—์„œ b๊ฐ€ ์ฒ˜์Œ ๋‚˜์˜จ ์œ„์น˜ -1 #๋ฌธ์ž์—ด์— ์กด์žฌํ•˜์ง€ ์•Š์„ ๋•Œ -1์ด ๋ฐ˜ํ™˜๋จ a="Life is too short" print(a.index('t')) print(a.index('k')) 8 #t๊ฐ€ ์ฒ˜์Œ ๋‚˜์˜จ ์œ„์น˜ Traceback (most recent call last): File "/Users/soheepark/Documents/a=1.py", li..
ยท[Language]/Python
1. ๋ฌธ์ž์—ด ํฌ๋งคํŒ… : ๋ฌธ์ž์—ด ๋‚ด ํŠน์ •๊ฐ’ ๋ฐ”๊ฟ”์คŒ ์ˆซ์ž ๋ฐ”๋กœ ๋Œ€์ž… print("I eat %d apples." %3) #%d : ์ˆซ์ž ๋„ฃ๊ณ  ์‹ถ์€ ์ž๋ฆฌ #%3 : ์ˆซ์ž 3 ๋Œ€์ž… 'I eat 3 apples.' ๋ฌธ์ž์—ด ๋ฐ”๋กœ ๋Œ€์ž… print("I eat %s apples." %"five") #%s : ๋ฌธ์ž์—ด์„ ๋„ฃ๊ธฐ ์œ„ํ•ด์„œ๋Š” %s๋ฅผ ์จ์•ผ ํ•œ๋‹ค. 'I eat five apples.' ์ˆซ์ž ๊ฐ’ ๋‚˜ํƒ€๋‚ด๋Š” ๋ณ€์ˆ˜ ๋Œ€์ž… number=3 print("I eat %d apples." %number) #number ๋ณ€์ˆ˜ ๋Œ€์ž… 'I eat 3 apples.' 2๊ฐœ ์ด์ƒ ๊ฐ’ ๋„ฃ๊ธฐ number=10 day="three" print("I ate %d apples. so I was sick for %s days." %(number, da..
ยท[Language]/Python
*์ด์Šค์ผ€์ดํ”„ ์ฝ”๋“œ \n : ์ค„ ๋ฐ”๊ฟˆ \t : ๋ฌธ์ž์—ด ์‚ฌ์ด ํƒญ ๊ฐ„๊ฒฉ ์คŒ \\ : ๋ฌธ์ž \ ๊ทธ๋Œ€๋กœ ํ‘œํ˜„ \' : ' ๊ทธ๋Œ€๋กœ ํ‘œํ˜„ \" : " ๊ทธ๋Œ€๋กœ ํ‘œํ˜„ \r : ํ˜„์žฌ ์ปค์„œ ๊ฐ€์žฅ ์•ž ์ด๋™ \f : ํ˜„์žฌ ์ปค์„œ ๋‹ค์Œ ์ค„ ์ด๋™ \a : ์ถœ๋ ฅ ์‹œ '์‚‘' ์†Œ๋ฆฌ ๋‚จ \b : ๋ฐฑ์ŠคํŽ˜์ด์Šค \000 : null ๋ฌธ์ž 1. ๋ฌธ์ž์—ด ์ข…๋ฅ˜ " " : ํฐ๋”ฐ์˜ดํ‘œ ' ' : ์ž‘์€๋”ฐ์˜ดํ‘œ """ """ : ํฐ๋”ฐ์˜ดํ‘œ 3๊ฐœ ''' ''' : ์ž‘์€๋”ฐ์˜ดํ‘œ 3๊ฐœ 2.(') ๋ฌธ์ž์—ด์— ์ž‘์€๋”ฐ์˜ดํ‘œ ํฌํ•จ Python's favortie food is perl food="Python's favortie food is perl" print(food) Python's favortie food is perl ๋ฌธ์ž์—ด์— ํฐ๋”ฐ์˜ดํ‘œ(") ํฌํ•จ "Python is ve..
ยท[Language]/Python
IDLE ํ”„๋กœ๊ทธ๋žจ์€ print๋ฅผ ์ž…๋ ฅํ•˜์ง€ ์•Š์•„๋„ ์ถœ๋ ฅ ๊ฒฐ๊ณผ๋ฌผ์„ ๋ณด์—ฌ์ฃผ๊ธฐ๋„ ํ•˜์ง€๋งŒ, Visual Studio Code๋Š” print๋ฅผ ์ž…๋ ฅํ•ด์•ผ ์ถœ๋ ฅ ๊ฒฐ๊ณผ๋ฌผ์„ ๋ณด์—ฌ์ค€๋‹ค. ํ•˜์ง€๋งŒ ๋น„์ฃผ์–ผ ์ŠคํŠœ๋””์˜ค๊ฐ€ ์ž…๋ ฅํ•˜๋Š” ๊ฒƒ๊ณผ ๋ณด๊ธฐ์—๋Š” ๊ฐ„ํŽธํ•˜๋‹ค. 1. ์‚ฌ์น™์—ฐ์‚ฐ + : ๋”ํ•˜๊ธฐ - : ๋บ„์…ˆ * : ๊ณฑ์…ˆ / : ๋‚˜๋ˆ—์…ˆ ** : a*b ๊ฒฐ๊ณผ๊ฐ’์˜ ์ œ๊ณฑ๊ฐ’ a=3 b=4 print(a**b) #a*b=7์˜ ์ œ๊ณฑ๊ฐ’ 81 % : ๋‚˜๋ˆ—์…ˆ ๋‚˜๋จธ์ง€๊ฐ’ print(7%3) #7๊ณผ 3 ๋‚˜๋ˆ—์…ˆ ๋‚˜๋จธ์ง€๊ฐ’ 1 // : ๋‚˜๋ˆ—์…ˆ ๋ชซ ๋ฐ˜ํ™˜ print(7//4) #7/4 ํ›„ ๋ชซ ๋ฐ˜ํ™˜ 1
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