Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
第36回アソビワークショップ / session-36 Asobi-Workshop
Search
Loochs.org
October 17, 2021
Education
0
410
第36回アソビワークショップ / session-36 Asobi-Workshop
Loochs.org
October 17, 2021
Tweet
Share
More Decks by Loochs.org
See All by Loochs.org
ラズベリーパイをもっと働かせよう / Make Raspberrypi hard work more
loochsorg
0
7
R7年度プログラミング講座のサンプルプログラム/R7-programming-seminar-sample-program
loochsorg
0
31
Nakamura Shogakko Club Activity Session 4
loochsorg
0
180
Nakamura Shogakko Club Activity Session 3
loochsorg
0
56
第42回アソビワークショップ / session-42 Asobi-Workshop
loochsorg
0
330
第41回アソビワークショップ / session-41 Asobi-Workshop
loochsorg
0
210
Nakamura Shogakko Club Activity Session 1
loochsorg
0
31
第38回アソビワークショップ / session-38 Asobi-Workshop
loochsorg
0
240
第37回アソビワークショップ / session-37 Asobi-Workshop
loochsorg
0
360
Other Decks in Education
See All in Education
ThingLink
matleenalaakso
28
4.1k
2025年度春学期 統計学 第3回 クロス集計と感度・特異度,データの可視化 (2025. 4. 24)
akiraasano
PRO
0
150
Human-AI Interaction - Lecture 11 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
470
Interaction - Lecture 10 - Information Visualisation (4019538FNR)
signer
PRO
0
2k
ANS-C01_2回不合格から合格までの道程
amarelo_n24
1
260
CHARMS-HP-Banner
weltraumreisende
0
290
Gamified Interventions for Composting Behavior: A Case Study Using the Gamiflow Framework in a Workplace Setting
ezefranca
1
150
(キラキラ)人事教育担当のつらみ~教育担当として知っておくポイント~
masakiokuda
0
110
Data Management and Analytics Specialisation
signer
PRO
0
1.4k
理想の英語力に一直線!最高効率な英語学習のすゝめ
logica0419
6
250
登壇未経験者のための登壇戦略~LTは設計が9割!!!~
masakiokuda
3
580
モンテカルロ法(3) 発展的アルゴリズム / Simulation 04
kaityo256
PRO
7
1.3k
Featured
See All Featured
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
331
22k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
29
2.7k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
53
2.9k
Building Flexible Design Systems
yeseniaperezcruz
328
39k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.4k
Building an army of robots
kneath
306
45k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
35
2.4k
Faster Mobile Websites
deanohume
308
31k
Why You Should Never Use an ORM
jnunemaker
PRO
58
9.5k
Build The Right Thing And Hit Your Dates
maggiecrowley
37
2.8k
How to Think Like a Performance Engineer
csswizardry
25
1.7k
GraphQLの誤解/rethinking-graphql
sonatard
71
11k
Transcript
ୈճ ΞιϏϫʔΫγϣοϓ d!ϦϞʔτ
ຊͷࢿྉҎԼͷϦϯΫઌ͔Β IUUQTTQFBLFSEFDLDPNMPPDITPSH
ʮϧʔΫεʯͬͯͳΜ͚ͩͬ w ϧʔΫεʢ-PPDITʣٯ͔ΒಡΉͱεΫʔϧʢ4DIPPMʣʹͳΔ w ʮֶͦͦߍͬͯͳΜ͚ͩͬʁʯˡΈΜͳͬͯΔʁ w FHʮษڧΛ͢Δͱ͜ΖͰ͢ʯˡຊʹͦ͏ʁ w ϧʔΫεʮֶߍͱԿ͔ʯΛߟ͑͜Ε͔ΒͷֶߍΛ࡞Δ৫ w
ͦͦʮֶߍ͍Βͳ͍આʯ͋ΓಘΔ
ΞιϏϫʔΫγϣοϓʹ͍ͭͯ w ΈΜͳ͕Γ͍ͨ͜ͱͷ୳ٻɾ࣮ݱΛࢧԉͰ͖ΔΛ࡞Γ͍ͨ w ͦͷதͷʮ༡ͼʯ͔ΒʮֶͼʯΛײͯ͡΄͍͠ w αϙʔτ͢ΔզʑେਓઈࢍʮֶͼʯதͰ͢ w ϓϩάϥϛϯάͦͷதͷखஈͷҰͭͰ͔͋͠Γ·ͤΜ
ʮ༡ͼʯͷཁૉ w 3ɾΧΠϤϫɹʮ༡ͼͱਓؒʯʢ͜͜Ͱʮ༡ͼͷ̐ྨʯͱ͍ͯ͠Δʣ w େਓʮ༡ͼʯ˺ʮڝ૪ʯͱצҧ͍͕ͪ͠ͳؾ͕͍ͯ͠Δ ڝ૪ ʢَͬ͜͝ɹͱ͔ʣ ۮવ ʢαΠίϩɹͱ͔ʣ ٖଶ
ʢਅࣅͬ͜ɹͱ͔ʣ Ί·͍ ʢάϧάϧόοτɹͱ͔ʣ ϑΝογϣϯγϣʔ ๅ୳͠ήʔϜ νΩϯϨʔε
ϧʔΫε͕͍ͩ͡ʹ͍ͯ͠Δ͜ͱ ΰʔϧ ΰʔϧ ;ͭʔͷେਓ͕͍ͨͪͩ͡ʹ͢Δ͜ͱ ϧʔΫε͕͍ͩ͡ʹ͢Δ͜ͱ
ࠓͷࣾձͷԿʁ Ͳ͏ͨ͠Βྑ͘ͳΔʁʁ w w ϧʔΫεࠓͷֶߍڭҭγεςϜ ʮෆࣗ༝ͰෆެฏͰ࣌Εʯͩͱࢥͬͯ·͢ w ͜ΕγεςϜͦͷͷ͕Ͱ͋Γʮઌੜ͕ʙʯͱ
͔ʮੜె͕ʙʯͳͲͱ͍͏ͭΓҰ͋Γ·ͤΜ w ΞΠσΟΞ w ͦͷͨΊʹʮࣗ༝ͰެฏͰ࠷ઌͳʯֶͼͷΛ ఏڙ͠·͢ʢΞιϏϫʔΫγϣοϓʣ ͱΞΠσΟΞ ύζϧʹࣅ͍ͯΔ ΞΠσΟΞ ֶߍڭҭγεςϜ ʮෆࣗ༝ͰෆެฏͰ࣌Εʯ ΞιϏϫʔΫγϣοϓ
ࣗݾհᶃ w Ωονʔʢ!LJDIJOPTVLFZʣ w ݪ٢೭ॿʢ;͘Β͖ͪͷ͚͢ʣ w )VNJE ࣪ ͕͘Β͍ʹͳΔͱʮס͍͍ͯΔʯΒ ͍͠
·ʔ͘Μɹࣗݾհ ࣸਅ ໊લ ɿ ٶాɹਅߦʢΈͨɹ·͞Ώ͖ʣ ग़ ɿ Ἒݝͻͨͪͳ͔ࢢ ࣄ ɿ
ࣗಈंͷاըʢ͓ۚͷܭࢉʣ झຯ ɿ ిࢠ࡞ɺɺϓϩάϥϛϯά ΩϟϯϓɺΓɺຍ ϋϚ͍ͬͯΔ͜ͱ ϐΞϊʢઍຊࡩʣɺڕࡹ͖ before after
͋ΒͨͳΞΠσΟΞͧͧ͘͘ͱ
ຊΛ࡞Γ͍ͨʁ
ςϨϏΛΊʹ͠Α͏ʂ Ωονʔ ϦϛοΫεͨ͠ͷͰݟͯͶ
͡Ίʹ͓ئ͍͕͋Γ·ͯ͠ɾɾɾ w ʮ͜ΕͳΒϒϩάʹ্͛ͯྑ͍Αʯͱ͍͏ΠϕϯτதͷࣸਅΛຕɺఏڙͯ͠ ͍͚ͨͩΔͱͱʔͬͯॿ͔Γ·͢ʢࣸਅ͕ͳ͍ͱϒϩά࡞͕͍͠ʣ w ϫʔΫγϣοϓୈճΞιϏϫʔΫγϣοϓʹ(PPHMFϑΥτϦϯΫ͕͋Γ ·͢
ࠓΓ͍ͨ͜ͱ w "*ΛΊΜ΅͏Ͱͭ͘Δˠ"*ΛͱͩͪɾՈʹઆ໌Ͱ͖ΔΑ͏ʹͳΔ w ໘ന͔ͬͨΒୈೋճΔ w ΫϦεϚεΞΫηαϦʔͮ͘Γاըฤ
"*ͱʁ
"SUJGJDJBM*OUFMMJHFODF ਓೳʢ͡Μ͜͏ͪͷ͏ʣ
"*Λ࡞Δʁ w "*ʹʮษڧʯͤ͞Δͷ͕ΈΜͳͷ w Ͳͷ͘Β͍গͳ͍ษڧͰΛղ͚Δ"*Λ࡞ΕΔͷ͔ʁ w "*͕͑Λग़͢͜ͱΑΓɺ"*͕ͲͷΑ͏ʹษڧ͍ͯ͘͠ͷ͔Λ؍͢Δ͜ͱͷํ͕େࣄ "*Λͭ͘Δ ษڧͤ͞Δ ςετͤ͞Δ
ͱΓ͋͑ͣ࡞ͬͯΈΔ w Ոͷ࿈ܞ͕େࣄͰ͢ w ֶशɿ"*ʹษڧͤ͞·͢ w ΊΜ΅͏Λಈ͔͠·͢ w νΣοΫɿ"*͕ਖ਼͘͠ษڧͰ͖ͯΔ͔֬ೝ͠·͢ w
εϓϨουγʔτ ("OPUFTYYYYMTY ʹ݁ՌΛه͠·͢ w αΠίϩʢ("EJDFYYYYMTYʣΛճ͠·͢
̏Λ"*ʹղ͔ͤΔ w ୈҰɿͤΜ͍εφοΫ՛ࢠͷʮαϥμຯʯͱɺԿͷຯͷ͜ͱʁ w αϥοͱͨ͠ຯαϥμ༉ຯάϦʔϯαϥμຯ w ୈೋɿୈೋɿϋΠώʔϧ͕ੜ·Εͨॳͷతʁ w ٭Λࡉ͘ݟͤΔ͜ͱԚʹ৮Εͳ͍Α͏ʹ͢Δ͜ͱεςοϓΛ౿ΜͰԻΛग़͢͜ͱ w
ୈࡾɿ࣍ͷ͏ͪΒͳ͍ͷʁ w ίϯιϝωΪϋνϛπ
̏Λ"*ʹղ͔ͤΔ w ୈҰɿͤΜ͍εφοΫ՛ࢠͷʮαϥμຯʯͱɺԿͷຯͷ͜ͱʁ w αϥοͱͨ͠ຯαϥμ༉ຯάϦʔϯαϥμຯ w ୈೋɿୈೋɿϋΠώʔϧ͕ੜ·Εͨॳͷతʁ w ٭Λࡉ͘ݟͤΔ͜ͱԚʹ৮Εͳ͍Α͏ʹ͢Δ͜ͱεςοϓΛ౿ΜͰԻΛग़͢͜ͱ w
ୈࡾɿ࣍ͷ͏ͪΒͳ͍ͷʁ w ίϯιϝωΪϋνϛπ
("ͱʁ
(FOFUJD"MHPSJUIN Ҩతʢ͍ͰΜ͖ͯʣΞϧΰ ϦζϜ
ҨతͬͯͳΜͧʁ w ʮ͔Βࢠͱܗ࣭͕ΘΔͱ͍͏ݱͷ͜ͱͰ͋Γɾɾɾʯ w 8JLJQFEJBҨ
Ҩ ΊͪΌΔ ΊͪΌฉ͑͜Δ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ
Ҩ ΊͪΌΔ ΊͪΌฉ͑͜Δ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ަ伹ʢ͜͏͞ʣ
Ҩ ΊͪΌΔ ΊͪΌฉ͑͜Δ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ࢠ
ަ伹ʢ͜͏͞ʣ
Ҩ ΊͪΌΔ ΊͪΌฉ͑͜Δ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ࢠ
ަ伹ʢ͜͏͞ʣ ΊͪΌΔ ΊͪΌฉ͑͜Δ ;ͭ͏ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ
Ҩ ΊͪΌΔ ΊͪΌฉ͑͜Δ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ࢠ
ަ伹ʢ͜͏͞ʣ ΊͪΌΔ ΊͪΌฉ͑͜Δ ;ͭ͏ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ มҟʢΜ͍ʣ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ
Ҩ ΊͪΌΔ ΊͪΌฉ͑͜Δ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ࢠ
ަ伹ʢ͜͏͞ʣ มҟʢΜ͍ʣ ΊͪΌΔ ΊͪΌฉ͑͜Δ ;ͭ͏ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ౫ଡʢͱ͏ͨʣ
Ҩ ΊͪΌΔ ΊͪΌฉ͑͜Δ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ࢠ
ަ伹ʢ͜͏͞ʣ มҟʢΜ͍ʣ ΊͪΌΔ ΊͪΌฉ͑͜Δ ;ͭ͏ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ݟ͑Δʂ ͋Μ·ݟ͑Μ ͔ΜΜ ͯ͘͠Ε ͦΜͳฉ͑͜Μ ౫ଡʢͱ͏ͨʣ ࣍ͷੈ
ҨతͬͯͳΜͧʁ
IUUQTTQFBLFSEFDLDPNLTXIBUJDBOOPUDSFBUFJEPOPUVOEFSTUBOE TMJEF
"*Λཧղͯ͠·͔͢ʁ ʢ˺ࣗͰ࡞Ε·͔͢ʁʣ
Ԡ༻ฤ "*ͷΧϨʔϨγϐ
ΧϨʔϨγϐ w ୈҰɿڇԁܲԁେ౾ԁ w ୈೋɿߴڃΧϨʔϧʔԁόʔϞϯτΧϨʔԁΧϨʔ;Γ ͔͚ԁ w ୈࡾɿ੨࢈Ϧϯΰδϡʔεԁഴԁਫԁ
ྑ͍"*ʹԿ͕ͻͭΑ͏͔ʁ w ࠓͭͬͨ͘"*ળѱͷஅɺՃݮΛΒͳ͍ͪΌΜΈ͍ͨͳͷ w ͦͷͪΌΜΛҭͯΔ୭ʹ͋Δʁ w ͱ͍͏͔͜ͷͪΌΜʹڭ͑ΔͷେมͰʁ w ੈͷதͰͲ͏ͬͯڭ͍͑ͯΔ͔ͱ͍͏ͱɾɾɾʁ
ΫϦεϚεΞΫηαϦʔͮ͘Γ اըฤ
ͩΕͷΞΠσΟΞʁ
ୈճΞιϏϫʔΫγϣοϓ ݄!ϦϞʔτ ͦ͏͍͑ ৽͍͠ΩϟϥΫλʔʁ
None