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
ゼミOBが伝えたいこと/What I want to tell as a graduate
Search
haaaayhay
December 22, 2018
Education
0
65
ゼミOBが伝えたいこと/What I want to tell as a graduate
ゼミ冬合宿でのプレゼン@今井浜
haaaayhay
December 22, 2018
Tweet
Share
More Decks by haaaayhay
See All by haaaayhay
経営学分野でのテキスト分析/Text_analysis_on_management
haaaayhay
0
220
両利きの経営/ambidexterity
haaaayhay
0
72
知識創造/knowledge_creation
haaaayhay
0
56
価値提案とユーザーシナリオ/value_proposition_and_user_scenario
haaaayhay
0
260
Other Decks in Education
See All in Education
2025年度アプリ開発プロジェクト紹介(名古屋文理大学)
yusk1450
PRO
1
100
ThingLink
matleenalaakso
28
4.1k
Data Processing and Visualisation Frameworks - Lecture 6 - Information Visualisation (4019538FNR)
signer
PRO
1
2.4k
Pythonパッケージ管理 [uv] 完全入門
mickey_kubo
20
14k
OpenSourceSummitJapanを運営してみた話
kujiraitakahiro
0
710
AIの時代こそ、考える知的学習術
yum3
2
170
Interaction - Lecture 10 - Information Visualisation (4019538FNR)
signer
PRO
0
2k
미국 교환학생 가서 무료 홈스테이 살면서 인턴 취업하기
maryang
0
110
登壇未経験者のための登壇戦略~LTは設計が9割!!!~
masakiokuda
3
510
Virtual and Augmented Reality - Lecture 8 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
1.7k
Common STIs in London: Symptoms, Risks & Prevention
medicaldental
0
130
2025年度春学期 統計学 第2回 統計資料の収集と読み方(講義前配付用) (2025. 4. 17)
akiraasano
PRO
0
140
Featured
See All Featured
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
48
2.9k
Gamification - CAS2011
davidbonilla
81
5.3k
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
10
940
Designing for Performance
lara
609
69k
KATA
mclloyd
30
14k
Learning to Love Humans: Emotional Interface Design
aarron
273
40k
Balancing Empowerment & Direction
lara
1
390
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
46
9.6k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.8k
Speed Design
sergeychernyshev
32
1k
A Tale of Four Properties
chriscoyier
160
23k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.3k
Transcript
θϛ0#͕͍͑ͨ͜ͱ !ౙ߹॓ ظ খ༐ਓ 1
ൃදͷత • νʔϜθϛʹͱͬͯͷʮࣗʯΛߟ͑ͯΒ͏͜ͱ • ษڧͷํΛɺษڧ͢Δ͜ͱ 2
࣍ • Ұষ ͋ͳͨԿλΠϓʁ • ೋষ ΑΓૣ͘తʹୡ͢ΔͨΊʹ 3
͍͖ͳΓͰ͕͢ɾɾ ࣭ᶃ ͋ͳͨͷθϛ׆ಈʹ͓͚ΔඪԿͰ͔͢ʁ 4
͍͖ͳΓͰ͕͢ɾɾ ࣭ᶄ ࣗͲ͏͍͏λΠϓͷਓͩͱࢥ͍·͔͢ʁ θϛͰࣗͱࣅ͍ͯΔਓʁ શવҧ͏λΠϓͷਓʁ 5
͜Ε͔Β͢͜ͱ 6 • θϛʹ͓͚Δେ͖ͳඪΛୡ͢ΔͨΊͷΞυόΠε νʔϜͰୡ͢ΔͨΊʹ ΑΓૣ͘ୡ͢ΔͨΊʹ ΑΓॆ࣮ͨ͠ಓͷΓʹ͢ΔͨΊʹ
ϚωδϝϯτελΠϧͷࡾ֯ܗ ΫϥϑτҰล ΞʔτҰล ແؾྗܕ αΠΤϯεҰล Ϗδϣϯܕ ୀ۶ܕ ܭࢉܕ φϧγετܕ ղܾܕ
ؔ༩ܕ όϥϯε औΕ͗͢ ϛϯπόʔάʢQQʣ 7
8
ܳज़ՈλΠϓͷਓ • େ͖ͳϏδϣϯ͕͋Δ • ຖ͕ࣗݾදݱ • ʮ໘ന͍ʂʯͱɺ৭ʑͳ͜ͱʹࢥ͑Δ • লྗ͕ߴ͍ 9
ՊֶऀλΠϓͷਓ • ܭըͯ͠ཧ͢Δͷ͕ಘҙ • ΞλϚΛ͏͜ͱ͕ಘҙ • తح৺͕ڧ͍ • ੳ͕ಘҙ 10
ΫϥϑτϚϯ λΠϓͷਓ • ΞλϚΑΓ·ͣΧϥμ͕ಈ͘ • ߦಈΛ௨ͯ͠ؾ͖ͮΛಘΔ͜ͱ͕ಘҙ • ֆʹඳ͍ͨṷͰͳ͘ɺ࣮ફͰ͖Δ 11
ࣗͲͷλΠϓʁ 12
ͦΕ͡Ό͋͏Ұา 13
͜ΕͰ͖͍ͯΔʁ 14
ܳज़ՈλΠϓͷਓ • େ͖ͳϏδϣϯ͕͋ͬͯɺΈΜͳΛҾͬுΔ͜ͱ͕Ͱ͖Δ • ຖ͕ࣗݾදݱͰɺΞτϓοτΛͨ͘͞Μ͍ͯ͠Δ • ʮ໘ന͍ʂʯͱࢥͬͨ͜ͱʹ͙͢ඈͼͭ͘ • লྗ͕ߴ͘ɺৗʹେ͖ͳϏδϣϯΛඳ͖ଓ͚Δ 15
ՊֶऀλΠϓͷਓ • ܭըͯ͠ཧ͢Δͷ͕ಘҙͰɺΑΓ͘၆ᛌͯ͠ߟ͑ΒΕΔ • ΞλϚΛ͏͜ͱ͕ಘҙͰɺ۩ମͱநͷԟ෮͕Ͱ͖Δ • తح৺͕ڧͯ͘ɺΠϯϓοτΛΕͣɺ୭ΑΓΓ • ੳ͕ಘҙͰɺӈʹग़Δਓ͍ͳ͍ 16
ΫϥϑτϚϯ λΠϓͷਓ • ΞλϚΑΓ·ͣΧϥμ͕ಈ͖ɺ͞ΒʹਓΛר͖ࠐΉ • ߦಈΛ௨ͯ͠ؾ͖ͮΛಘΔ͜ͱ͕ಘҙͰɺ୭ΑΓͨ͘͞Μͷ ࣮ફ͕ੵ͞Ε͍ͯΔ • ֆʹඳ͍ͨṷͰͳ͘ɺ࣮ફͰ͖Δ͠ɺͪΖΜੳল Ͱ͖Δ
17
ಘҙͳ͜ͱͱ͜ͱΜ৳ͦ͏ 18
εϖγϟϦετʁ PS δΣωϥϦετʁ 19
εϖγϟϦετ ˣ δΣωϥϦετ 20
˓ ಘҙͳ͜ͱͰॿ͚߹͏ º ۤखͳ͜ͱΛͬͯΒ͏ 21
ࣗʹ͍͔͚ͯΈΑ͏ ࣗࠓɺ Ͳ͏͍͏ׂʁ ࣗ νʔϜʹඞཁʁ ࠓޙνʔϜͷͨΊ ʹɺԿΛ͖͢ʁ Ͳ͏ͳΔ͖ʁ 22
͜͜·Ͱͷ·ͱΊ • ࣗͲ͏͍͏λΠϓ͔ߟ͑Α͏ • ͕ࣗνʔϜɺθϛʹͰ͖Δ͜ͱΛɺ࠶ɺߟ͑Α͏ • νʔϜΛɺθϛΛʮΑ͘͢ΔʯʹԿ͕Ͱ͖Δ͔ߟ͑Α͏ 23
͜͜·Ͱͨ͜͠ͱ 24 • θϛʹ͓͚Δେ͖ͳඪΛୡ͢ΔͨΊͷΞυόΠε νʔϜͰୡ͢ΔͨΊʹˠݸਓͷಘҙΛ৳ͯ͠ڠྗ͠Α͏ ΑΓૣ͘ୡ͢ΔͨΊʹ ΑΓॆ࣮ͨ͠ಓͷΓʹ͢ΔͨΊʹ
ඪΛୡ͢ΔͨΊʹʮྗʯ͕ෆՄܽ 25
ͰɺྗͷํΛͬͱͨ͠Β ͬͱૣͦ͘͜ʹ౸ୡͰ͖Δͣ 26
ʮ̔࣌ؒ͠ɺΛΔ࣌ؒΛ༩͑ΒΕͨΒɺ ͦͷ͏ͪ̒࣌ؒΛ佁Λݚ͙ͷʹ͏ͩΖ͏ʯ 27 ϦϯΧʔϯɾ"
-FBSOl)PXUP-FBSOz 28
ݸਓతʹҙ͍ࣝͯͨ͜͠ͱ • ʮࢿʯͷߟ͑ • ʮར༻ʯͷߟ͑ • Ұੴ/ௗͷߟ͑ • ۚݴ 29
ࢿͷߟ͑ • ͖͔͚ͬ͋Δॳ৺ऀΤϯδχΞͱͷձ ΤϯδχΞʹͳΓ͍ͨɻΤϯδχΞʹͳΕ όΠτߴ͘ͳΔɻͰɺεΫʔϧʹ ௨͏ͱ͍͍ͩͨສԁ͔͔Δɻ ͔ͩΒɺֶੜϩʔϯͰສआΓͯɺΤϯ δχΞʹͳͬͯޮΑ͘Ք͍Ͱฦࡁ͢Δͭ Γ 30
ࢿͷߟ͑ • நԽ͢ΔͱɺʮظͰߟ͑ͨΒίετ͚ͩͲɺதظͰߟ͑ ͨΒେ͖ͳϦλʔϯ͕͋Δʯͱ͍͏͜ͱ • ޮԽɺ৽͍͠ΞΠσΞͷͨΊʹ͓ۚ࣌ؒͷࢿΛ੯͠· ͳ͔ͬͨ • 1$ɺޮԽπʔϧ •
πʔϧͷֶश • ॻ੶ɺهࣄɺใऩू 31
ࢿͷߟ͑ᶄ • ʮͷ୳ࡧʯʮͷਂԽʯΛόϥϯεΑ͘Ͱ͖ͨʢͱࢥ͏ʣ • ίϯϐςϯγʔɾτϥοϓʹؕΒͳ͍Α͏ʹʂ • ͘ͳΜͰٵऩʢʮษڧʯͰͳ͍ʣ 32
ར༻ͷߟ͑ • ར༻͢Δ͜ͱ • ར༻ͯ͠Β͏͜ͱ 33
ઌഐઌੜͱ͜ͱΜʮར༻͢Δʯ • ౪ΊΔͷɺᩦཉʹ౪ΉɻͳΜͰ౪Ήɻ • ࣭Λͨ͘͞Μͯ͠ɺࣗͷҙݟͿ͚ͭͯࢼ͢ɻ • खΛͲΜͲΜڍ͛ͯࣗͷҙݟΛࢼͦ͏ɻ 34
ޙഐʮར༻͢Δʯ • ޙഐཹֶੜɺࣗͷਓੜͷઌഐ • ࣗͷΒͳ͍͜ͱɺͱʹ͔͘ڭ͑ͯΒͬͯࢼͦ͏ • ʮઌഐ͔ͩΒԿͰ༏Ε͍ͯΔʯઌೖ؍ɺݠڏʹֶ΅͏ 35
ͨͩ͠ɺແҝʹ૬खͷ࣌ؒΛୣ͏͜ͱ/( ૬खʹखؒΛ͔͚ͤ͞ͳ͍ྗɺϝϦοτΛͨΒ͢ྗඞཁ 36
ར༻ʮͯ͠Β͏ʯ • ͖͔͚ͬ͋Δަྲྀձ ֶ෦ੜͷࠒͷࣗ ໊ަͨ͠ͷʹ֮͑ͯ͑ͳ͍ɾɾ ͬͪͪ͜ΌΜͱ֮͑ͯΔͷʹʂʂ 37
ࣗʹັྗ͕ͳ͍͔Β֮͑ͯΒ͑ͳ͍͚ͩʂ 38
ଞͷਓ͕ར༻ͨ͘͠ͳΔΑ͏ͳɺັྗతͳਓʹͳΖ͏ʂ 39
ར༻ʮͯ͠Β͏ʯ • ັྗతͳ͜ͱΛ͔ͨͬͨ͠Βɺ • ͕ࣗࣗັྗతʹͳΔ͔ɺ • ັྗతͳʮԿ͔ʯΛ࣋ͭ • ͦͷͨΊʹࢿΛ੯͠·ͳ͍ 40
Ұੴz/lௗͷߟ͑ • ಉ͡ίετΛֻ͚ΔͳΒɺҰͰԿඒຯ͍͠ํ͕͍͍ΑͶ • ࣭ͷߴ͍ൃදࢿྉΛ࡞ͬͨͳΒ • θϛͰൃදͯ͠ • 8FC4/4Ͱެ։ͯ͠ •
ब׆Ͱ͍͢ • ͍ΖΜͳਓʹ͠·ͬͯ͘ɺҙݟΛΒ͏ 41
42
ͲΜͲΜΞτϓοτ͠Α͏ 43
Ξτϓοτͷຐྗ • ମܥతʹ·ͱΊΔͷͰཧղ͕ਂ·Δ • ଟ͘ͷਓ͔ΒϑΟʔυόοΫ͕Β͑Δ • ཤྺॻʹͳΔˠब׆ͷثʹͳΔ • ڞײͯ͘͠ΕΔɾ໘ന͕ͬͯ͘ΕΔ͕ؒ૿͑Δ 44
ࢀߟ IUUQTTQFBLFSEFDLDPNLBLBLBLBLLVPVUQVUESJWFOTUVEZ TMJEF
ͪΖΜݚڀࣨʹ Ϋϩʔζ͓͍ͯͨ͠ํ͕͍͍ใͱ۠ผͯ͠Ͷ 45
ۚݴʮࢮ͵͜ͱҎ֎ ͔͢Γই ے௧ʯ • ͳΜͰޙʹͳͬͯߟ͑Εʮ͍͍ࢥ͍ग़ʯ • ͢Δ΄ͲɺΑΓ͖͍ͭෛՙ͕ͳ͍ͱے͕͠ͳ͍ • ͲΜͲΜෛՙΛ͔͚Α͏ 46
͜͜·Ͱͨ͜͠ͱ 47 • θϛʹ͓͚Δେ͖ͳඪΛୡ͢ΔͨΊͷΞυόΠε νʔϜͰୡ͢ΔͨΊʹˠݸਓͷಘҙΛ৳ͯ͠ڠྗ͠Α͏ ΑΓૣ͘ୡ͢ΔͨΊʹˠʮࢿʯʮར༻ʯ ΑΓॆ࣮ͨ͠ಓͷΓʹ͢ΔͨΊʹˠΞτϓοτʂ
ؤுͬͯͶʂ 48