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
20191103_小山高専_卒業生講話
Search
morioka shuhei
November 03, 2019
Education
280
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
20191103_小山高専_卒業生講話
アップロードできるよう、結構スライドを削ったので説明が通らない部分があるかも
morioka shuhei
November 03, 2019
More Decks by morioka shuhei
See All by morioka shuhei
LangChain Meetup Tokyo UPCYCLEにおけるLangChain 活用事例
selmertsx
1
1.1k
20190306_serverless_meetup_tokyo_11
selmertsx
5
1.8k
aws_reinvent_recap
selmertsx
2
410
aws_reinvent_recap_chaos_engineering_to_serverless
selmertsx
1
1.5k
2018_03_speeekaigi
selmertsx
0
470
sam_on_aws_2018_startup_days
selmertsx
0
430
20171019_aws_startup_tech
selmertsx
1
7k
rails_rdm_revieee
selmertsx
0
1.3k
2017_jaws_ug_night_shuhei
selmertsx
3
4.7k
Other Decks in Education
See All in Education
2026年度春学期 統計学 第9回 確からしさを記述する ー 確率 (2026. 5. 28)
akiraasano
PRO
0
130
生成AI時代のエンジニア育成について考えてみた
akasan
0
170
Visionary Initiative: Future Intelligence — Laying the foundations for the future of science, intelligence, and society | Science Tokyo
sciencetokyo
PRO
0
130
Visionary Initiative: Materials-Positive Society — Evolving “Things,” empowering a positive society | Science Tokyo
sciencetokyo
PRO
0
130
2026年度春学期 統計学 第4回 データを「分布」で見る (2026. 4. 30)
akiraasano
PRO
0
170
Data Physicalisation - Lecture 9 - Next Generation User Interfaces (4018166FNR)
signer
PRO
1
1.1k
Course Review - Lecture 13 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
2.3k
Examen de Selectividad. Geografía junio 2026 (Convocatoria Ordinaria). UCLM
juanmartin2026
1
1.8k
教育現場から見た Ruby on Rails
yasslab
PRO
0
200
Case Studies and Future Research - Lecture 12 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
200
生成AI時代の情報発信
molmolken
0
140
Examen de Selectividad. Geografía julio 2026 (Convocatoria Extraordinaria). UCLM
juanmartin2026
1
8.6k
Featured
See All Featured
Navigating Algorithm Shifts & AI Overviews - #SMXNext
aleyda
1
1.4k
Leadership Guide Workshop - DevTernity 2021
reverentgeek
1
320
Conquering PDFs: document understanding beyond plain text
inesmontani
PRO
4
2.9k
Docker and Python
trallard
47
3.9k
16th Malabo Montpellier Forum Presentation
akademiya2063
PRO
0
190
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
123
22k
Marketing Yourself as an Engineer | Alaka | Gurzu
gurzu
0
260
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
35
3.6k
Public Speaking Without Barfing On Your Shoes - THAT 2023
reverentgeek
1
460
Producing Creativity
orderedlist
PRO
348
40k
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
rkaga
62
44k
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
1
2.8k
Transcript
ిࢠిؾใֶଔۀ Ԭपฏ ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ
࠷ॳʹ อޢऀͷํʹਖ਼֬ͳใΛ͓͑͢ΔͨΊ ॾʑแΈӅͣ͞͠·͢ɻ
ΞδΣϯμ ࣗݾհ ࠓͷ͓ʹ͍ͭͯ ձࣾɾϓϩμΫτͷઆ໌ ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ·ͱΊ
ΞδΣϯμ ࣗݾհ ࠓͷ͓ʹ͍ͭͯ ձࣾɾϓϩμΫτͷઆ໌ ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ·ͱΊ
Ԭपฏ גࣜձࣾ"[JU ΠϯϑϥΤϯδχΞ݉ ϓϩδΣΫτϚωʔδϟʔ খࢁߴઐిࢠ੍ޚֶՊଔۀ dԬٕज़Պֶେֶ dגࣜձࣾ%SFDPN dגࣜձࣾ4QFFF
dגࣜձࣾ"[JUΠϚίί
ΞδΣϯμ ࣗݾհ ࠓͷ͓ʹ͍ͭͯ ձࣾɾϓϩμΫτͷઆ໌ ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ·ͱΊ
খࢁߴઐޙԉձͷํ͔Βͷґཔ༰ ଔۀੜͷੜͷͰɺֶੜ࣌ͷ͜Μͳ͜ͱ͕ࣾձͰʹཱͬͨɺ͜Μͳۤ࿑Λ ͍ͯ͠ΔͷͰɺࠓͷ͏ͪʹ͜ͷͷٕज़ΛਂΊͯ΄͍͠ͳͲΛ͍ͯͨͩ͠ ͖ɺͲΜͳ͜ͱ͕ࣾձʹඞཁΛ͞Ε͍ͯΔͷ͔ΛΓɺΑΓՁ͋Δਓࡐʹۙ ͚ͮΔΑ͏ܑ͔Βͷֻ͚͕Ͱ͖ΔػձΛఏڙ͍ͨ͠ͱߟ͑ͨاըͰ͢ɻ ࢀՃ͢ΔਓɺԬ͞ΜͷߨΛฉ͍ͯখࢁߴઐޙͷਐ࿏Λ໎͍ͬͯΔࢠڙ ʹɺͱͯ͠ͲͷΑ͏ͳֻ͚Λ͢Δͱྑ͍ͷ͔ɺਐ࿏ΛܾΊΔ࣌ͷώϯτΛ Γ͍ͨͱࢥ͓ͬͯΓ·͢ɻ
ରߴઐʹݱࡏ௨͍ͬͯΔֶੜͷอޢऀ༷ ཁਐ࿏Λ໎͍ͬͯΔࢠڙΛαϙʔτ ɹɹ͢ΔͨΊใऩर͕͍ͨ͠ɹɹ ԬͷͰ͖Δ͓ ɾϕϯνϟʔͰಇ͍͖ͯͨܦݧʹ͍ͭͯ ɾϕϯνϟʔͱͦΕʹ͍ۙ͠اۀͷٕज़ʹؔ͢Δݟ ɾߴઐɾେֶͰͷࣝɾܦݧ͕ͲͷΑ͏ʹࣄͰ׆͖ͨͷ͔
ɾେֶɾߴઐͰֶΜͰࣄͰ׆͖͍ͯΔ͜ͱ ɾϕϯνϟʔͰಇ͘ͱ͍͏͜ͱͷϦΞϧͳ ɾϕϯνϟʔɾ*5ۀքͷۙگ ͢͜ͱ ͞ͳ͍͜ͱ ɾϕϯνϟʔɾ*5ۀքҎ֎ͷ͓ ɾࣗͷܦݧͷ֎ͷ͓ ɹɾྫ͑4*FSͱͷൺֱ͍͠
ΞδΣϯμ ࣗݾհ ࠓͷ͓ʹ͍ͭͯ ձࣾɾϓϩμΫτͷઆ໌ ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ·ͱΊ
None
None
None
None
None
None
None
None
None
None
None
None
ΞδΣϯμ ࣗݾհ ࠓͷ͓ʹ͍ͭͯ ձࣾɾϓϩμΫτͷઆ໌ ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ·ͱΊ
ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ߴઐɾେֶͰֶΜͩ͜ͱͷ׆͔͠ํ ϕϯνϟʔͰಇ͘͜ͱͷϦΞϧͳ ɹɾۀ࣌ؒ ɹɾऩ ̏ϕϯνϟʔɾ*5ۀքͷ෩ை
ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ߴઐɾେֶͰֶΜͩ͜ͱͷ׆͔͠ํ ϕϯνϟʔͰಇ͘͜ͱͷϦΞϧͳ ɹɾۀ࣌ؒ ɹɾऩ ̏ϕϯνϟʔɾ*5ۀքͷ෩ை
Γ͍ͨݚڀͷํੑΛܾΊΔ ઌߦݚڀͷௐࠪɾੳ վળͰ͖ΔͷԾઆΛग़͢ ۩ମతͳςʔϚΛܾΊΔ ࣮ݧɾੳ
จࣥචɾจެ։ ཁٻੳɾཁ݅ఆٛ ଞࣾࣄྫͷௐࠪɾੳ վળͰ͖ΔͷԾઆΛग़͢ ઃܭ ࣮ɾ࣮ݧɾࢼݧɾੳ ຊ։ൃɾϦϦʔε ݚڀͱΤϯδχΞϦϯάຊ࣭తʹखॱ͕ಉ͡ ݚڀ ࣄ
ݚڀͰ͑ͨԾઆݕূࢥߟͷਂ͞ɾਫ਼ ݚڀՌΛͨͩ͑͘͠Δೳྗ ͦͷޙͷΤϯδχΞͱͯ͠ͷʹ ڧ͍ӨڹΛ༩͑Δ ब৬ʹཱͭͱࢥͬͯ Լखʹࢿ֨औͬͨΓόΠτͱ͔͢ΔΑΓ ݚڀʹଧͪࠐΉํ͕ѹతʹޮՌత
ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ߴઐɾେֶͰֶΜͩ͜ͱͷ׆͔͠ํ ϕϯνϟʔͰಇ͘͜ͱͷϦΞϧͳ ɹɾۀ࣌ؒ ɹɾऩ ̏ϕϯνϟʔɾ*5ۀքͷ෩ை
ଟɺΈͳ͞Μ͕ࢥͬͯΔΑΓ େͷϕϯνϟʔѹతʹϗϫΠτ
ɾۀ࣌ؒϑϧϑϨοΫε ɾڠఆ९क ฏۉۀ࣌ؒIະຬ ɾϦϞʔτۈՄೳ ɹɾ෩ͷͱ͖ͳͲશैۀһ͕ϦϞʔτ ɹɾि̎ճϦϞʔτɺٳܜ࣌ؒʹՈࣄ͢Δ ɾdࡀͷऩಉ͡ձࣾͰ෯͕͋Δ ɹɾେମdສ͘Β͍ ɹɾຊʹ࣮ͱೳྗɺۀքʹΑͬͯͷΈऩ͕ܾ·Δ
ɾΈΜͳϓϥΠϕʔτͰͳΜΒ͔ͷֶशͯ͠Δ ɹɾࢀߟʹฏ࣌ؒɺٳd࣌ؒ͢Δ ɹɾͦͷͨΊฏͷҿΈձجຊܟԕ͞Ε͍ͯΔ
ϕϯνϟʔͰಇ͘ͱ͍͏͜ͱ ߴઐɾେֶͰֶΜͩ͜ͱͷ׆͔͠ํ ϕϯνϟʔͰಇ͘͜ͱͷϦΞϧͳ ɹɾۀ࣌ؒ ɹɾऩ ̏ϕϯνϟʔɾ*5ۀքͷ෩ை
ΤϯδχΞٕज़ྗͱਓ֨ͷཱ͕྆ٻΊΒΕΔ ɹɾ(PPHMFͷݚڀऀʹΑΔͱੜ࢈ੑ͕ߴ͍νʔϜΛ࡞Δʹ ɹɹ৺ཧత҆શੑͷߴ͍ڥ͕ඞཁͱͷ͜ͱ ɹɹɾϛεΛͯ͠ඇ͞Εͳ͍ ɹɹɾϝϯόʔͷ՝Λʹࢦఠ͋͑͠Δ ɹɹɾ૬ޓʹॿ͚͋͑Δ ɹɾʮٕज़ऀͰ͋ΔલʹਓؒͰ͋Εʯͱ͍͏ ɹຊߍͷཧ೦ͱҰக ɹɾͲͪΒ͔Ұํ͕͚ܽͯΩϟϦΞࢭ·Δ ɹɾύϫϋϥʹݟΒΕΔৼΔ͍ҰൃΞτ
গͳ͘ͱస৬Λզຫ͠Ζ͏ݹ͍ ɹɾͰ͖ͳ͍ͱஅͨ͠Β͙͢ʹస৬ͨ͠΄͏͕ ɹɹଛࣦ͕খ͍͞ ɹɹɾ༏लͳਓ͕ݹ͍ମ࣭ͷձࣾʹೖΓɺԿͷઐੑಘΒΕͣʹܦͪ ɹɹɹͦͷ··ࢢՁΛࣦ͍ͬͯ͘ͷΛԿճݟͨ ɹɾ͋Ε%F/"ͰࣄۀऀʹͳͬͯΔ ɹɾస৬ͷճ͕ଟ͘ͱશ͏ͳཧ༝͕͋Εͳ͍ ɹɾͨͩ͠ࣅͨΑ͏ͳࣦഊΛ܁Γฦ͢ͷ/(
ΞδΣϯμ ࣗݾհ ࠓͷ͓ʹ͍ͭͯ ձࣾɾϓϩμΫτͷઆ໌ ͍͑ͨ͜ͱ ·ͱΊ
·ͱΊϕϯνϟʔͷΤϯδχΞ͕อޢऀͷօ༷ʹ͍͑ͨ͜ͱ ຊਓͷͤΩϟϦΞຊਓ͕ܾΊΔ͜ͱͳͷͰ อޢऀ͔Β͝ࢠଉʹΞυόΠε͢ΔΑ͏ͳ͜ͱجຊͳͦ͞͏ ຊਓͷબΛঝೝɾαϙʔτͯ͠ཉ͍͠ ݚڀͰഓͬͨεΩϧجຊతʹۀʹʹཱͭͷͰ҆৺ͯ͜͠ ΕΛԠԉͯ͠ཉ͍͠
େͷ ϕϯνϟʔͷੈք࣮ྗओٛͰ͋Δ͕ͪΌΜͱબ جຊతʹϗϫΠτͳͷͰ҆৺ͯ͠ཉ͍͠ ब৬ͨ͠͝ࢠଉ͕ձࣾΛࣙΊ͍ͨͱݴͬͨͱ͖ɺ̏ϧʔϧʹ ͩ͜ΘΒͣʹຊਓͷͨΊʹͳΔͳΒਝʹഎதΛਪͯ͠ཉ͍͠ ύϫϋϥͱ͔ຊʹͳ͍ͷͰͦ҆͜৺ͯ͠ཉ͍͠
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ