Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
cloudsourceseminar1
Search
taka
March 01, 2021
Education
33k
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
cloudsourceseminar1
taka
March 01, 2021
More Decks by taka
See All by taka
cloudsourceseminar2
taka0607
0
12k
退職時「社会保険給付金」サポート
taka0607
0
3k
求職者支援
taka0607
0
15k
careerconsultant
taka0607
0
15k
企業内キャリアコンサルタント
taka0607
0
13k
30代の転職の壁
taka0607
1
28k
Other Decks in Education
See All in Education
25-26 CBT Library top items
cbtlibrary
0
360
響け!ユーフォニアムと考える「決め方」/Thinking About Decision-Making with Sound! Euphonium
3l4l5
1
200
Adobe Express
matleenalaakso
2
8.4k
1人 × AI、1か月でここまで作れる ー 数年前の外注換算3.8〜7.4億円・241〜379人月分の作業を、AI費用 約10万円・31日で
frievea
0
580
Book-keeping
bvr7352
0
130
組合せ最適化特論
tasusu
0
230
Sekolah Sabat - Triwulan 4 2026 - Pelajaran 3
hiola
0
6.7k
検定資格の価値 ~実はすごいよQC検定~
bunnchinn3
0
260
新型コロナ禍をともに「楽しみながら開いていこう!」 :中門 吉松 会員(2720 Japan O.K.ロータリーEクラブ)卓話 : 2026.10.19.例会・卓話
2720japanoke
0
230
General Introduction, Composition, Chemistry & Chemical Classes, Biosources, Therapeutic uses and Commercial Application of Secondary Metabolites.
drpoonamkc
0
170
Fundamentos, Caracteristicas y Aplicaciones de los Modulos NumPy , Matplotlib y Pandas
robintux
0
300
DecisionesEjecutivasCrisis
mariooc
0
430
Featured
See All Featured
Raft: Consensus for Rubyists
vanstee
142
7.8k
Pawsitive SEO: Lessons from My Dog (and Many Mistakes) on Thriving as a Consultant in the Age of AI
davidcarrasco
0
260
Why Our Code Smells
bkeepers
PRO
340
58k
Mozcon NYC 2025: Stop Losing SEO Traffic
samtorres
1
580
From π to Pie charts
rasagy
1
400
Thoughts on Productivity
jonyablonski
76
5.4k
Rails Girls Zürich Keynote
gr2m
96
14k
Building Flexible Design Systems
yeseniaperezcruz
330
41k
Side Projects
sachag
456
43k
Ten Tips & Tricks for a 🌱 transition
stuffmc
1
270
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
9
1.6k
Transcript
1 Ϋϥυιʔγϯάೖηϛφʔ ίϩφՒͰͰ͖Δ৽ͨͳಇ͖ํ ࠃՈࢿ֨ΩϟϦΞίϯαϧλϯτɺʮ-BODFSTʯೝఆϥϯαʔ ۾ຊູ ୈճɿΫϥυιʔγϯάͷશͱऩӹԽͷϙΠϯτ
ࣗݾհ ීஈ؟ڸ ໊લɿ۾ຊູʢ͘·ͱΈͷΔʣ ྸɿࡀ ग़ɿ࡚ݝ࡚ࢢ ࢿ֨ɿΩϟϦΞίϯαϧλϯτɺΤχΞάϥϜίʔνϯά ϫʔΧʔྺɿʢϲ݄Ͱೝఆϥϯαʔʣ ɾ࡚େֶେֶӃੜ࢈ՊֶݚڀՊमྃ ɾେຊҹ ג
ɺ౦Ϩ ג ʹͯ։ൃɾϓϩδΣΫτϦʔμʔΛܦݧ ɾݱࡏɺதখاۀͷू٬ίϯαϧɺΩϟϦΞίϯαϧςΟϯάɺ ɹνʔϜϏϧσΟϯάͳͲͷࢧԉΛ࣮ࢪɻ ɾʮ৬ΓΜ͘ʯʮస৬ࣦഊࢭ๏ʯͳͲͷXFCϝσΟΞΛӡӦ͠ɺ ɹࣗΫϥυιʔγϯάΛ׆༻ͯ͠ൃɾडΛߦ͍ͬͯΔɻ
ΩϟϦΞίϯαϧλϯτͱʁ ࿑ಇऀͷ৬ۀͷબɺ৬ۀੜ׆ઃܭ·ͨ৬ۀೳྗͷ։ൃ ٴͼ্ʹؔ͢Δ૬ஊʹԠ͡ɺॿݴٴͼࢦಋΛߦ͏͜ͱ ΩϟϦΞίϯαϧςΟϯάͷ๏ྩ্ͷఆٛ ʢ৬ۀೳྗ։ൃଅਐ๏ୈୈ߲ʣ ࣗͷਓੜͷओਓެࣗ ࣗͷਓੜࣗͰܾΊΔ ΩϟϦΞίϯαϧςΟϯάͰѻ͏૬ஊ৬ͷΈʹཹ·Βͳ͍ʂ ΫϥΠΤϯτͷਓੜʹؔΘΔ՝ΛҰॹʹߟ͍͑ͯ͘ͷ໋͕ ʮͦͷਓಠࣗʯͷΩϟϦΞܗͷࢧԉΛߦ͏ίϯαϧλϯτͰ͢
ΩϟϦΞܗਓͦΕͧΕ
͜ͷηϛφʔͷత ਓࡐྲྀग़͕શࠃ/Pʹͳ͍ͬͯΔ࡚ͷ՝ͷҰ͕ͭɺ ʮࣄ͕গͳ͍͜ͱʯʢٻਓഒɿલޙʣɻ ςϨϫʔΫʹΑͬͯɺݝ֎ͷࣄΛड͢Δ͜ͱ͕Ͱ͖Δ ͜ͱΛମײͯ͠Β͍ʮಇ͖ํʯͷ෯Λ֦͛ͯཉ͍͠ɻ ηϛφʔͰ͍͑ͨ͜ͱ ࠷ۚΊʂ ԁ ྩݩ݄ͷશࠃ࠷ۚσʔλ
ςϨϫʔΫʹ͍ͭͯͷΨΠυϒοΫհ ްੜ࿑ಇলʰࣗӦܕςϨϫʔΧʔͷͨΊͷϋϯυϒοΫʱ ࡏϫʔΫʹ͍ͭͯͷৄࡉ͕هࡌʂඞͣಡΈ·͠ΐ͏ʂ
Ϋϥυιʔγϯάͱʁ
จऀ͔ΒҕୗΛड͚ɺใ௨৴ػثΛ׆༻ͯ͠ ओͱͯࣗ͠ຢࣗʹ४ じ ͨࣗΒબͨ͠ॴʹ͓͍ͯɺ Ռͷ࡞ຢͷఏڙΛߦ͏ब࿑ ࣗӦܕςϨϫʔΫʢࡏϫʔΫʣͱʁ ςϨϫʔΫʢࡏϫʔΫʣͱʁ ʰࣗӦܕςϨϫʔΧʔͷͨΊͷϋϯυϒοΫʱɿ1 ൃऀ डऀ
ᶃෛܖ ᶄจ௨ΓͷՌ ᶅใुͷࢧ͍ ܖॻͷక݁ ൃݩͷ࢈ൃٗʹΑΓɺใु͕ࢧΘΕͳ͍ϦεΫ͋ΓಘΔ
ΫϥυιʔγϯάͱʁɹਤղͰઆ໌ ᶅۀܖ ᶅ ใ ु ʮ Ծ ࢧ ͍
ʯ ᶈ ใ ु ͷ ࢧ ͍ ᶄ ͓ ࣄ ใ ᶃ ͓ ࣄ ొ Ծ͍͕ऴΘͬͯ ܖཱ डऀ ൃऀ Ϋϥυιʔγϯά ൃऀͱडऀͷۀܖɾใुࢧ͍ͷհΛߦ͏αʔϏε ᶆ͓ࣄೲ ᶇݕऩ γεςϜར༻ྉ Β͍·ʔ͢ʂ Έུ֓આ໌
ΫϥυιʔγϯάͱʁɹͲΜͳ༏Ґੑ͕͋Δͷʁ ໘ͳʮܖॻక݁ʯͳͲγεςϜ্Ͱશͯ݁ ಗ໊ʢΞΧϯτ໊ʣͰࣄ͕Ͱ͖Δʢʹݸਓใอޢʣ ൃऀͷະ͍Λ͙ࣄ͕Ͱ͖Δ ํࡏॅͰશࠃͷࣄ͕डͰ͖Δʢظܖ͋Γʣ ࣄྔಇ࣌ؒ͘Λ͋ΔఔίϯτϩʔϧͰ͖Δ ύιίϯλϒϨοτ͑͋͞ΕʮશࡏʯͰࣄ͕Ͱ͖Δ डۀͷۀքɾδϟϯϧ͕ଟذʹΔͨΊࣄ๛ γεςϜ্ͷ༏Ґੑ ίϩφՒͰͷ༏Ґੑ
σʔλೖྗɺΞϯέʔτɺهࣄ࡞ɺهࣄमਖ਼ʢϦϥΠτʣ ΠϥετɾσβΠϯ࡞ɺ༁ɺهࣄ࡞ɾฤूɾमɺ ಈը੍࡞ɺγεςϜ։ൃɺ8FC੍࡞ɺϓϩάϥϜ࡞ɺωʔϛϯά Ϋϥυιʔγϯάͱʁɹ͓ࣄࣄྫ ॳ৺ऀ͚ͷࣄ ઐεΩϧܦݧ͕ඞཁͳࣄ ͦͷଞϦϞʔτϫʔΫ ࠾༻ਓࣄɺܦཧɺࣄ৬ɺൿॻۀɺ֎ཧʢσΟϨΫλʔʣ ΧςΰϦʔͰ͚ΒΕ͍ͯΔ͕ɺͬͱࣄ༰ࡉԽ͞Ε͍ͯΔ ۾ຊϝΠϯۀ
༰ қɾใु ࣄྫ λεΫ ਓݶఆͰެ։ืू͍ͯ͠Δ ࣄΛ࣮ࢪ͠ɺൃऀͷঝೝ͕ ͋Εใुൃੜ Ξϯέʔτɺهࣄ࡞ ʢޱίϛɺϨϏϡʔɺମݧஊ
ͳͲʣ ϓϩδΣΫτ ൃऀ͕ืू͍ͯ͠Δࣄʹ ʮԠืʯͯ͠ɺʮܖʯཱޙ ʹ͓ࣄΛ࣮ࢪ ʙߴ શδϟϯϧ ίϯϖ ൃऀ͕ืू͍ͯ͠Δࣄʹ σβΠϯҊͳͲΛʮఏҊʯ͠ɺ ʮ࠾༻ʯ͞ΕΕใुൃੜ தʙߴ ωʔϛϯάɺϩΰ࡞ ɺࠂ࡞ ͦΕͧΕͷϝϦοτσϝϦοτΛ͔ͬ͠Γೝࣝ͠Α͏ʂ Ϋϥυιʔγϯάͱʁɹ͓ࣄͷछྨ ͭͷࣄλΠϓ ˞࣮ྫݟͯΈ·͠ΐ͏
Ϋϥυιʔγϯάͱʁɹใुͷड͚औΓ ใुड͚औΓࣄྫ ʮγεςϜखྉʯʮݯઘऩʯʮ੫ۚʯͳͲ͕ݮֹ͞ΕͯࢧΘΕΔ ˞ϥϯαʔζͷࢧ͍ࣄྫ ʮ๏ਓʯ͔ΒͷҕୗͰඞਢ
Ϋϥυιʔγϯάͷͭͷಇ͖ํ
ʮλεΫʯɺσʔλೖྗɾମݧஊͳͲͷ؆୯ͳ ʮϓϩδΣΫτʯʹԠืͯ͠ɺ࣮ͱܦݧΛ૿͢ɻ ΫϥυιʔγϯάͰͷಇ͖ํʲʳࣗͰؤுΔ ҙɾϦεΫϔοδ ࣗҰਓͰड͔Βೲ·ͰͷશͯΛߦ͏ ࣗͷεΩϧΛূ໌Ͱ͖ΔʮՌʯΛ্ࣔͨ͠Ͱɺ ʮϓϩδΣΫτʯʮίϯϖʯͷࣄʹԠื͢Δɻ ɾΫϥυιʔγϯάར༻લͷͭͷ৺ಘ ɾडલʹؾΛ͚ͭΔ͖ͭͷ͜ͱ ҎԼͷ߲Ͱઆ໌͠·͢ʂ
ࣗ༝͕ނʹҙ͕ଟ͍Ͱ͢ ॳ৺ऀ εΩϧ͋Γ
Ϋϥυιʔγϯάར༻લͷͭͷ৺ಘ
ಗ໊Ͱར༻Մೳ͔ͩΒͦ͜৴པײ͕େࣄ ʮߦಈʯͰ͔͠৴པੑ͑ΒΕͳ͍ /(ߦಈࣄྫ Ի৴ෆ௨ɾυλΩϟϯ ϝʔϧͷʮτϯϚφʯ͕ͳ͍ͬͯͳ͍ ࣄલ૬ஊͳ͠ͰʮۀΩϟϯηϧґཔʯΛग़͢ ৴པײ͕ͳ͚ΕධՁԼ͕ͬͯड͕ݮ͍ͬͯ͘ ͜ͷਓɺ࠷ॳஸೡͩͬͨͷʹʜ ͭͰѱ͍ධՁ͕ͭ͘ͱݟͨͷҹ͕ѱ͍ ൃऀ
Ϋϥυιʔγϯάར༻લͷ৺ಘɹͦͷ̎
ෳͷΫϥυιʔγϯάαʔϏεΛར༻͢Δ ΫϥυϫʔΫε ϥϯαʔζ δϣϒϋϒ ࣄ݅ ʢʣ ݅ ݅
݅ ࣄΧςΰϦ ࣄґཔ ʢྦྷੵʣ ສ݅ ສ݅ ඇ։ࣔ ͍͢͞ ͦΕͧΕͷಛΛੜ͔ͯ͠ʮडͰ͖ΔػձʯΛ૿͢ ͜ͷͭొඞਢ Ϋϥυιʔγϯάར༻લͷ৺ಘɹͦͷ̑
ۀडલʹؾΛ͚ͭΔ͖ͭͷ͜ͱ
ʮେࣈظʯͷࣄ هࣄ࡞ จࣈԁ هࣄ࡞ จࣈԁ هࣄߏ ࣌څɿԁ΄Ͳ ຊԁ ࣌څɿԁ΄Ͳ ࣌څɿԁ΄Ͳ
ʴ ʴ Ϋϥυιʔγϯάडલͷҙɹͦͷ̎ ͜ͷஈ֊Ͱʮ͕ࣗड͚͍͚ͯͳ͍ࣄʯΛ໌֬ʹͨ͠ ࣗͷ࣌څઃఆͰࣈ࿈ൃ λεΫۀ ݅ԁ ࣌څɿԁ΄Ͳ ʴ
ʮ҆ఆظʯͷࣄ هࣄ࡞ จࣈԁ ࠂΞΧϯτઃܭ هࣄฤू ࣌څɿ ԁ΄Ͳ هࣄ ԁ ࣌څɿ
ԁ΄Ͳ ࣌څɿ ԁ΄Ͳ ྲྀಈతͳࣄʢهࣄ୯ൃͳͲʣ ࣌څɿ·ͪ·ͪ ʴ ʴ ʴ ʮݻఆͷࣄʙݸʴ୯ൃۀʯͰʮ݄ऩʙສԁʯ΄Ͳ Ϋϥυιʔγϯάडલͷҙɹͦͷ ಈըΛݟΔษڧඅ༻ࢧڅ͋ͬͨ ࣗͷ৴༻ྗ্ͷՃՁ͋Γ ظܧଓҊ݅ ϓϩϑΟʔϧ͔ΒͷΦϑΝʔൃੜ
ΫϥυιʔγϯάΛ௨͞ͳ͍डۃྗΒͳ͍ γεςϜ֎ͰͷܖΛਐݴ͞ΕΔ͜ͱ͋Δ ΫϥυιʔγϯάͷϝϦοτͯ͢ͳ͘ͳΔ Ͳ͏ͯ͠ܖ͢ΔͳΒʮۀҕୗܖʯͷखଓ͖Λߦ͏ ϝϦοτ σϝϦοτ γεςϜखྉΛࢧΘͳͯ͘ࡁΉ Θ͟Θ͟γεςϜ্Ͱܖೲ࡞ۀΛ͠ͳ͍ͯ͘ࡁΉ ࣄͨ͠ͷʹԻ৴ෆ௨ʜ Ϋϥυιʔγϯάडલͷҙɹͦͷ̏
ʮݸਓʯͷൃऀʹଟ͍