TokyoR#95 bignners session2 Visualization

TokyoR#95初心者セッション2の資料

Transcript

1. ॳ৺ऀηογϣϯ
   
   1MPU
   
   7JTVBMJ[BUJPO 5PLZP3
   
   !LPUBUZBNUFNB
   
2. ࣗݾ঺հ 5XJUUFS*%
   
   
   
   
   
   
   !LPUBUZBNUFNB
   େֶͰͷઐ໳
   ߦಈੜଶֶ
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   ཱҊdั֫d࣮ݧd෼ੳ·ͰϫϯΦϖ
   ࠓ·Ͱ
   
   
   
   
   
   
   
   
   
   
   ٬ઌ΅ͬͪ෼ੳ԰ˠΞύϨϧ௨ൢձࣾ
   ݱࡏ
   
   
   
   
   
   
   
   
   
   
   
   
   
   ҩྍݕࠪձࣾ
   3ྺ
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   ೥ա͔͗ͨ΋ʁӬԕͷॳ৺ऀ
   ۙگ
   
   
   
   
   
   
   
   
   
   
   
   
   
   ͳΜ͔ͪΐͬͱ͍Ζ͍ΖมԽ͕͠ΜͲ͍
   ɹɹࠓ೔͜ͷࠒɻ
   ࣗ༝ͱ͕࣌ؒཉ͍͠ɺࣗ༝ͱ࣌ؒ
   
   
3. ໨త ͳͥσʔλͷՄࢹԽ͕ඞཁͳͷ͔
   HHQMPUΛ࢖ͬͯجຊతͳ࡞ਤ͕
   Ͱ͖ΔΑ͏ʹͳΔ
   
4. ໨࣍  ʮσʔλΛՄࢹԽ͢Δʯͱ͸
    ͳͥՄࢹԽ͕ඞཁͳͷ͔
    3Ͱ࡞ਤ
   
   HHQMPUೖ໳
   
    ͞·͟·ͳάϥϑͱ࢖͍ํ
   
5. .&/6 
   ʮσʔλΛՄࢹԽ͢Δʯͱ͸
   
   ͳͥՄࢹԽ͕ඞཁͳͷ͔
    ཁ໿஋ͷམͱ݀͠
    ద੾ͳछྨͷબ୒
   
   3Ͱ࡞ਤ
   
   HHQMPUೖ໳
   
   
    ࢖༻σʔλʢQFOHVJOTʣ
    HHQMPUͷ࡞ਤ֓೦
    جຊͷॻ͖ํ
   
   ͞·͟·ͳάϥϑͱ࢖͍ํ
    άϥϑͷछྨͱ࢖͍ํ
    ओͳάϥϑͷαϯϓϧ
    ώετάϥϜ
    ๮άϥϑ
    ശͻ͛ਤ
    ࢄ෍ਤ
    ંΕઢάϥϑ
   
6. .&/6 
   ʮσʔλΛՄࢹԽ͢Δʯͱ͸
   
   ͳͥՄࢹԽ͕ඞཁͳͷ͔
    ཁ໿஋ͷམͱ݀͠
    ద੾ͳछྨͷબ୒
   
   3Ͱ࡞ਤ
   
   HHQMPUೖ໳
   
   
    ࢖༻σʔλʢQFOHVJOTʣ
    HHQMPUͷ࡞ਤ֓೦
    جຊͷॻ͖ํ
   
   ͞·͟·ͳάϥϑͱ࢖͍ํ
    άϥϑͷछྨͱ࢖͍ํ
    ओͳάϥϑͷαϯϓϧ
    ώετάϥϜ
    ๮άϥϑ
    ശͻ͛ਤ
    ࢄ෍ਤ
    ંΕઢάϥϑ
7. ʮσʔλΛՄࢹԽ͢Δʯͱ͸ σʔλͷཧղ΁ͷ࠷ॳͷҰา
   
   ཁ໿஋Ͱ͸ݟಀͯ͠͠·͏ҟৗͷݕ஌
   
   ݴޠԽ͠ʹ͍͘৘ใͷڞ༗
    ্࢘΍ҙࢥܾఆ૚΁ͷޮՌతͳϓϨθϯࢿྉ
   ৘ใྔ͕ଟ͍ͷͰޮՌతʹ࢖͓͏
   
8. .&/6 
   ʮσʔλΛՄࢹԽ͢Δʯͱ͸
   
   ͳͥՄࢹԽ͕ඞཁͳͷ͔
    ཁ໿஋ͷམͱ݀͠
    ద੾ͳछྨͷબ୒
   
   3Ͱ࡞ਤ
   
   HHQMPUೖ໳
   
   
    ࢖༻σʔλʢQFOHVJOTʣ
    HHQMPUͷ࡞ਤ֓೦
    جຊͷॻ͖ํ
   
   ͞·͟·ͳάϥϑͱ࢖͍ํ
    άϥϑͷछྨͱ࢖͍ํ
    ओͳάϥϑͷαϯϓϧ
    ώετάϥϜ
    ๮άϥϑ
    ശͻ͛ਤ
    ࢄ෍ਤ
    ંΕઢάϥϑ
9. ͳͥՄࢹԽ͕ඞཁͳͷ͔ 
   ཁ໿஋ʹ͸མͱ͕݀͋͠Δ
   
   ฏۉඪ४ภࠩͰ͸σʔλͷ෼෍Λදݱ͖͠Εͳ͍
   ཁ໿஋ʢฏۉͱඪ४ภࠩʣ͸ಉ͡
10. ͳͥՄࢹԽ͕ඞཁͳͷ͔ 
    ཁ໿஋ʹ͸མͱ͕݀͋͠Δ
    
    ฏۉඪ४ภࠩͰ͸σʔλͷ෼෍Λදݱ͖͠Εͳ͍
    શ͘ҧ͏෼෍ͷσʔλ
11. ͳͥՄࢹԽ͕ඞཁͳͷ͔ 
    ద੾ͳछྨͷਤͷબ୒͕ॏཁ
    
    ෆద੾ͳਤΛ࢖͏ͱ෼͔Γʹ͍͚ͩ͘Ͱͳ͘
    ҹ৅ૢ࡞΍ϛεϦʔσΟϯάΛট͘
    ๾໓فئ
    %ԁάϥϑ
    
12. ্खʹՄࢹԽͯ͠
    ΑΓਂ͍σʔλͷ
    ཧղΛ
    
13. .&/6 
    ʮσʔλΛՄࢹԽ͢Δʯͱ͸
    
    ͳͥՄࢹԽ͕ඞཁͳͷ͔
     ཁ໿஋ͷམͱ݀͠
     ద੾ͳछྨͷબ୒
    
    3Ͱ࡞ਤ
    
    HHQMPUೖ໳
    
    
     ࢖༻σʔλʢQFOHVJOTʣ
     HHQMPUͷ࡞ਤ֓೦
     جຊͷॻ͖ํ
    
    ͞·͟·ͳάϥϑͱ࢖͍ํ
     άϥϑͷछྨͱ࢖͍ํ
     ओͳάϥϑͷαϯϓϧ
     ώετάϥϜ
     ๮άϥϑ
     ശͻ͛ਤ
     ࢄ෍ਤ
     ંΕઢάϥϑ
14. ࠓճ࢖༻͢Δσʔλ͸QBMNFSQFOHVJOTύοέʔδʹೖ͍ͬͯΔ
    lQFOHVJOTzσʔλ
    ˠࣄલʹܽଌ஋Λআ֎
    ˠඞཁʹԠͯ͡ཁ໿஋Λࢉग़
    IUUQTBMMJTPOIPSTUHJUIVCJPQBMNFSQFOHVJOT
    
    ࢖༻σʔλ
15. HHQMPUͷ࡞ਤ֓೦ HHQMPUͱ͸
    UJEZWFSTͷதͰ༻ҙ͞Ε͍ͯΔ࡞ਤ༻QBDLBHF
    QIPUPTIPQ΍*MMVTUSBUPSͷΑ͏ʹ
    ϨΠϠʔΛॏͶ͍ͯ͘ΠϝʔδͰ࡞ਤ
    HHQMPU
    
    HFPN@999
    
    TDBMF@ @
16. جຊͷॻ͖ํ
    
    ؔ਺ͷؒ͸
    z z
    Ͱͭͳ͙
    QMPU
    
    HHQMPU EBUB
    
    QFOHVJO@QMPUEBUB
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    BFT Y
    
    CPEZ@NBTT@H
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    Z
    
    qJQQFS@MFOHUI@NN
    
    
    
    
    
    HFPN@QPJOU BFT DPMPVS
    
    TQFDJFT
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    TIBQF
    
    TFY
    อଘํ๏
    HHTBWF QMPU
    
    QMPU
    pMF
    
    lQMPUQOHz
    VOJUT
    
    lNNz
    
    
    
    
    
    
    
    
    
    
    
    
    XJEUI
    
    
    IFJHIU
    
    
    EQJ
    
    
    
17. .&/6 
    ʮσʔλΛՄࢹԽ͢Δʯͱ͸
    
    ͳͥՄࢹԽ͕ඞཁͳͷ͔
     ཁ໿஋ͷམͱ݀͠
     ద੾ͳछྨͷબ୒
    
    3Ͱ࡞ਤ
    
    HHQMPUೖ໳
    
    
     ࢖༻σʔλʢQFOHVJOTʣ
     HHQMPUͷ࡞ਤ֓೦
     جຊͷॻ͖ํ
    
    ͞·͟·ͳάϥϑͱ࢖͍ํ
     άϥϑͷछྨͱ࢖͍ํ
     ओͳάϥϑͷαϯϓϧ
     ώετάϥϜ
     ๮άϥϑ
     ശͻ͛ਤ
     ࢄ෍ਤ
     ંΕઢάϥϑ
18. άϥϑͷछྨͱ࢖͍ํ
19. ओͳάϥϑͷαϯϓϧ ώετάϥϜ
    QFOHVJOT@IJTU
    
    HHQMPU EBUB
    
    QFOHVJO@QMPUEBUB
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    BFT Y
    
    CPEZ@NBTT@H
    pMM
    
    TQFDJFT
    
    
    
    
    
    HFPN@IJTUPHSBN QPTJUJPO
    
    JEFOUJUZ
    BMQIB
    
    
    CJOXJEUI
    
    
    QMPU QFOHVJOT@IJTU
20. ओͳάϥϑͷαϯϓϧ ๮άϥϑ
    QFOHVJO@CBS
    
    HHQMPU EBUB
    
    QFOHVJO@QMPU
    BFT Y
    
    TQFDJFT
    Z
    
    NFBO
    pMM
    
    TFY
    
    
    
    
    
    
    HFPN@CBS TUBU
    
    JEFOUJUZ
    QPTJUJPO
    
    EPEHF
    
    
    
    
    
    HFPN@FSSPSCBS BFT ZNJO
    
    NFBO
    
    TE
    ZNBY
    
    NFBO
    
    TE
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    QPTJUJPO
    
    QPTJUJPO@EPEHF XJEUI
    
    
    XJEUI
    
    
    QMPU QFOHVJO@CBS
21. ओͳάϥϑͷαϯϓϧ ശͻ͛ਤ
    QFOHVJO@CPYQMPU
    
    HHQMPU EBUB
    
    QFOHVJO@QMPUEBUB
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    BFT Y
    
    TQFDJFT
    Z
    
    CPEZ@NBTT@H
    pMM
    
    TFY
    
    
    
    
    
    
    HFPN@CPYQMPU QPTJUJPO
    
    EPEHF
    QMPU QFOHVJO@CPYQMPU
22. ओͳάϥϑͷαϯϓϧ ࢄ෍ਤ
    QFOHVJO@QPJOU
    
    HHQMPU EBUB
    
    QFOHVJO@QMPUEBUB
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    BFT Y
    
    CPEZ@NBTT@H
    Z
    
    qJQQFS@MFOHUI@NN
    
    
    
    
    
    HFPN@QPJOU BFT DPMPS
    
    TQFDJFT
    TIBQF
    
    TFY
    QMPU QFOHVJO@QPJOU
23. ओͳάϥϑͷαϯϓϧ ંΕઢάϥϑ
    QFOHVJO@MJOF
    
    HHQMPU EBUB
    
    QFOHVJO@QMPU
    
    BFT Y
    
    ZFBS
    Z
    
    NFBO
    
    
    
    
    
    
    HFPN@MJOF BFT DPMPVS
    
    TQFDJFT
    MJOFUZQF
    
    TFY
    
    
    
    
    
    HFPN@FSSPSCBS BFT ZNJO
    
    NFBO
    
    TE
    ZNBY
    
    NFBO
    
    TE
    
    ɹɹɹɹɹDPMPVS
    
    TQFDJFT
    XJEUI
    
    
    QMPU QFOHVJO@MJOF
24. ·ͱΊ
    w ՄࢹԽ͢Δ͜ͱͰཁ໿஋͚ͩͰ͸෼͔Βͳ͍͜ͱ ͕ݟ͑Δ
    w ؒҧͬͨํ๏ͰͷՄࢹԽ͸༗֐
    w HHQMPUύοέʔδΛ࢖͏ͱ؆୯ʹ৭ʑͳ࡞ਤ͕ Ͱ͖Δ
    ͍͖ͳΓػցֶशͰ͸ͳ͘
    ࠷ॳʹՄࢹԽ͠Α͏
25. ࢀߟࢿྉ
    w HHQMPU
    DIFBUTIFFU
    IUUQTSBXHJUIVCVTFSDPOUFOUDPN STUVEJPDIFBUTIFFUTNBJOEBUB WJTVBMJ[BUJPOQEG
    ɾHHQMPUʹΑΔՄࢹԽೖ໳
    IUUQTLB[VUBOHJUIVCJPGVLVPLB3 JOUSP@HHQMPUIUNM
26. &/+0: