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
データサイエンス「も」使えるチェンジメーカー輩出への挑戦
Search
Ikuya Murasato
March 18, 2022
Education
0
290
データサイエンス「も」使えるチェンジメーカー輩出への挑戦
2022/03/25(金)に開催した「学校からはじまるデータサイエンスの民主化」セミナーの清泉女子大学様のご登壇資料です。
Ikuya Murasato
March 18, 2022
Tweet
Share
More Decks by Ikuya Murasato
See All by Ikuya Murasato
トピックモデル分析を活用した問合せ業務の効率化
ikuyam
0
150
回帰分析の活用による新商品の販売力予測
ikuyam
0
120
生存分析モデルを利用したLineのブロック要因分析
ikuyam
0
51
自動車トラブルと気象条件などの探索的データ分析
ikuyam
0
40
ExploratoryとRによる全学データサイエンス教育
ikuyam
0
380
エンゲージメント向上のための人事制度改革 - 管理部門におけるExploratoryの活用
ikuyam
0
1.1k
「学ぶ」分析技術から「使う」分析技術へ - Exploratoryによるドリル演習
ikuyam
0
290
データサイエンス入門教育の現場から - 46歳新任教員2年間の苦闘
ikuyam
0
360
弱小データアナリストが成果を出せるまで
ikuyam
0
90
Other Decks in Education
See All in Education
Information Architectures - Lecture 2 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
1.1k
人生の転機からチャンスを掴む「シュロスバーグの4Sモデル」/4s-models
yuko_yokouchi
2
720
【滋賀大学データサイエンス学部】PropTech(不動産テック)における AI・データサイエンス活用
takehikohashimoto
0
4.1k
MySmartSTEAM2324
cbtlibrary
0
120
STEAM教育の枠組で行うプログラミング学習
asial_edu
0
210
phygital__le_magasin_augmenté.pdf
martine
0
2.6k
2023年度桜井政成ゼミ資料_論文の探し方・読み方
masanari
6
2.2k
合理的配慮を知るワークショップ/Understanding Reasonable Accommodations (Workshop)
freee
1
1.4k
第33回 JAWS-UG札幌 クラウド女子会コラボ 勉強会
nagisa53
2
360
5 занятие. Разбор метода "8 кубиков"бизнес-модели #ideaNN 16.02.2024.
karlov
0
180
LinkedIn
matleenalaakso
0
1k
Introduction - Lecture 1 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
3k
Featured
See All Featured
ReactJS: Keep Simple. Everything can be a component!
pedronauck
659
120k
Designing the Hi-DPI Web
ddemaree
276
33k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
125
32k
BBQ
matthewcrist
80
8.8k
The MySQL Ecosystem @ GitHub 2015
samlambert
243
12k
A Tale of Four Properties
chriscoyier
151
22k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
7
1k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
322
20k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
2
3.4k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
116
18k
Bash Introduction
62gerente
604
210k
What the flash - Photography Introduction
edds
64
11k
Transcript
Exploratoryηϛφʔɹֶߍ͔Β͡·ΔσʔλαΠΤϯεͷຽओԽ σʔλαΠΤϯεʮʯ͑Δ νΣϯδϝʔΧʔഐग़ͷઓ ʙਗ਼ઘঁࢠେֶٿࢢຽֶՊͷࣄྫ͔Βʙ 20223݄18 ࢁຊ ୡʢਗ਼ઘঁࢠେֶʣ
page Department of Global Citizenship Studies Seisen University 2 ͜Ε·Ͱͷ20ɾ͜Ε͔Βͷ20
• 20ؒʹߦ͖ͬͯͨڭҭɾݚڀɾ࣮ફ༰Λ࠶ݕূɻ1000໊ۙ͘Λഐग़͖ͯ͠ ͨɺʮଔۀੜʯͨͪͷฉ͖औΓௐࠪͷ࣮ࢪɻ • ੈքதͷߴڭҭʢେֶڭҭʣʹؔ͢Δઌతͳݚڀͱ࣮ફࣄྫͷϨϏϡʔɻ • ͜Ε·Ͱͷ20ͷੵ͓Αͼڭҭϊϋʹɺઌతͳݚڀ࣮ફࣄྫͷՌΛ ʮֻ͚߹Θͤͯʯɺ࣍ͷ20ؒΛݟਾ͑ͨΧϦΩϡϥϜΛߏஙɻ ϚϥΠFW FW ΞϝϦΧઌॅຽډཹFW
มಈ͕ܹ͘͠ʢVolatilityʣ ෆ࣮֬ͰʢUncertaintyʣ ෳࡶͰ͋ΓʢComplexityʣ ᐆດͳੈքʢAmbiguityʣ VUCA Worldͷຊ֨త౸དྷ Source: Reuters “Empty Streets
of New York City” <https://www.reuters.com/news/picture/empty- streets-of-new-york-city-idUSRTX7INJX> (accessed on June 22, 2020) VUCA World VUCA࣌ʹ׆༂Ͱ͖Δ άϩʔόϧɾγςΟζϯ νΣϯδϝʔΧʔΛɺ େֶͷڭҭΛ௨ͯ͠ɺ ͲͷΑ͏ʹҭͯΔͷ͔ʁ ٿࢢຽֶՊͷ৽ͨͳʮઓʯ
page Department of Global Citizenship Studies Seisen University 4 ʮະͷࣄʯʹରॲ͢Δྗͷཆ͍ํ
VUCAϫʔϧυʹ༧ଌෆೳͳʮະͷࣄʯʹ໘͠ଓ͚Δ͜ͱʹͳΔ ٿࢢຽֶՊͷ৽͍͠ΧϦΩϡϥϜ͕ҙࣝͨ͠ͷɺʮϑΝʔɾτϥϯεϑΝʔ ʢFar TransferʣʹֶशͷసҠཧʯͱ͍͏֓೦ɻ ݱࡏ͓Αͼաڈ طͷࣄA ݱ࣮ͷϨϕϧ நɾཧϨϕϧ ϑΝʔɾτϥϯεϑΝʔ ݱ࣮ͷϨϕϧ நɾཧϨϕϧ ະདྷ ະͷࣄB ग़యɿࢁຊलथʰੈքͷΤϦʔτ͕ࠓҰ൪ೖΓ͍ͨେֶϛωϧόʱμΠϠϞϯυࣾɺ2018ΛࢀߟʹҰ෦վมɻ
page Department of Global Citizenship Studies Seisen University 5 ϓϩδΣΫτத৺ܕͷΧϦΩϡϥϜ
ͦͦɺਓੜɺͦΕࣗମ͕ʮϓϩδΣΫτʯͷΑ͏ͳͷʂ Life is a Projectʂ ΩϟϦΞ؍ͷ࠶σβΠϯ ʮਓੜ100࣌ʯ ɹʹ Ұੜಇ࣌͘ ɹʹ ৗʹೳྗΛߋ৽͠ଓ͚Δʢֶͼଓ͚Δʣ࣌ ʮबࣾʯΰʔϧʹͳΓಘͳ͍ ৫ͷதͰɺ༩͑ΒΕͨ ࣄΛ͜ͳ͍ͯ͘͠ ظؒʢShort Termʣ ͰɺෳͷҟͳΔϓϩ δΣΫτʹؔΘΓͳ͕ ΒࣄʹऔΓΉ
page Department of Global Citizenship Studies Seisen University 6 ࣝΛղܾͷͨΊͷʹస
Knowledge Understanding Action Planning & Experience Reflection Active Global Citizen Knowledge into Action ͜Ε͔Βͷߴڭҭػؔ ʹٻΊΒΕΔʮʯͷٻΛ ͠ଓ͚ΔͨΊͷαΠΫϧͰʁ
page Department of Global Citizenship Studies Seisen University 7 ٿࢢຽֶՊͷDiploma
Policy ͷతͳղܾ άϩʔόϧࣾձ๊͕͑Δ՝Λɺࣗ ࣗʹ͕ؔ͋Δʢ͕ࣗࣗ औΓΉ͖ͩͱ৴͡ΒΕΔʣ ۙͳͱͯ͠ཧղͰ͖Δɻ ͷൃݟͱ൷తੳ DP1 ޮՌతͳใൃ৴ ڠಇͯ͠ʹରॲ͢Δྗ DP2 DP3 DP4 ʮ͕ࣗࣗऔΓΉ͖ͩͱ৴͡ ΒΕΔʯʹରͯ͠۩ମతͳղܾ ࡦΛఏ࣮ࣔ͠ફ͢Δ͜ͱ͕Ͱ͖Δɻ ʮ͕ࣗࣗऔΓΉ͖ͩͱ৴ ͡ΒΕΔʯΛղܾ͢ΔͨΊʹ ଞऀͱڠಇ͠ͳ͕Βߦಈ͢Δ͜ͱ ͕Ͱ͖Δɻ ʮతͳղܾʯΛ۩ମతʹ ࣮ફ͢ΔաఔͰɺඞཁͳใΛޮՌ తʹൃ৴͢Δ͜ͱ͕Ͱ͖Δɻ DP5 ݴޠӡ༻ೳྗ Ұ࿈ͷϓϩηεΛߦ͏্Ͱඞཁͳຊޠ ͓Αͼӳޠͷӡ༻ೳྗΛඋ͍͑ͯΔɻ ʴ
page Department of Global Citizenship Studies Seisen University 8 ৽ΧϦΩϡϥϜͷߏ
ϓϩδΣΫτܥ Պ܈ ରਓؔɾରࣾձؔೳྗͷҭ ʢSocial Emotional Learning ʹ SELʣ ʹؔ͢ΔϫʔΫγϣοϓͷػձ ίϯηϓτɾεΩϧܥ Պ܈ άϩʔόϧࣾձܥ Պ܈ ଔۀݚڀϓϩδΣΫτ ʢଔۀจɾଔϓϨʣ ͠ͳ͔ϚΠϯυηοτ ʢGrowth Mindsetʣͷҭ ΛؚΊͨ৽ೖੜ߹॓ JICAݚमࢪઃͰͷ ޠֶ × ࠃࡍڠྗ ಛผτϨʔχϯά߹॓ ٿࢢຽֶՊͷ౷ ࠃ֎Ͱͷ࣮ફతͳ ϑΟʔϧυϫʔΫՊ ଟ༷ͳPBL ʢProject Based Learningʣ Ϧʔμʔγοϓʹؔ͢Δ ମݧܕݚमϓϩάϥϜ ࠃ֎Ͱͷ Πϯλʔϯγοϓ SEOʹΑΔ ϓϩδΣΫτͷαϙʔτ
page Department of Global Citizenship Studies Seisen University 9 4ؒͷྲྀΕͷΠϝʔδ
1࣍ 2࣍ 3࣍ 4࣍ લظ Ն ޙظ य़ ৽ೖੜ߹॓ Growth Mindsetͷ֫ಘ 4ؒͷAcademic Planning ੜెˠֶੜ ֶज़తͳ ࢥߟͷ֓೦ ࢥߟͷπʔϧ ͓ΑͼݴޠͳͲ εΩϧͷशಘ ϑΝʔɾ τϥϯεϑΝʔ ೳྗͷ֫ಘ ٿࣾձܥͷ ֶज़తઐ ࣝͷशಘ ݚڀϓϩδΣΫτ θϛڭһͷࢦಋΛड͚ͭͭɺ ଔۀϓϩδΣΫτͷཱҊͱ࣮ࢪ কདྷͷΩϟϦΞΛݟਾ͑ͳ͕Βͷ FWւ֎ΠϯλʔϯͷܦݧؚΉ ଔۀจ ଔۀϓϨθϯςʔγϣϯ ϓϩδΣΫτ ϓϨθϯςʔγϣϯ άϧʔϓɾϓϩδΣΫτ ൃදΠϕϯτ ݸਓϓϩδΣΫτ ൃදΠϕϯτ
page Department of Global Citizenship Studies Seisen University 10 ʮࣗಈंڭशॴʯͷΞφϩδʔ
σʔλαΠΤϯε ՊͷҐஔ͚
page Department of Global Citizenship Studies Seisen University 12 άϩʔόϧɾγςΟζϯͷͨΊͷ101ͷίϯηϓτ
page Department of Global Citizenship Studies Seisen University 13 ίϯηϓτϒοΫͰͷίϯηϓτղઆྫʢˌ຺བྷʣ
page Department of Global Citizenship Studies Seisen University 14 101ͷίϯηϓτͷׂ߹ͱΧόʔ͢ΔՊ܈
ͷతͳղܾ ൷తࢥߟʢThinking Criticallyʣ ͷൃݟͱ൷తੳ DP1 ޮՌతͳใൃ৴ ڠಇͯ͠ʹରॲ͢Δྗ DP2 DP3 DP4 ɾओுΛݕূ͢Δ ɾҙਤΛநग़͢Δ ɾஅΛબ͢Δ తࢥߟʢThinking Creativelyʣ ɾൃݟΛଅਐ͢Δ ɾΛղܾ͢Δ ɾࢼ࡞ʢprototypeʣΛ࡞Δ ౷ʗڠௐྗʢInteracting Effectivelyʣ ɾަবʗհʗઆಘ͢Δ ɾଞऀͱڠಇ͢Δ ɾྙཧ؍ʗࣾձతҙࣝΛ࡞ಈ͢Δ ใൃ৴ྗʢCommunicating Effectivelyʣ ɾݴޠΛޮՌతʹ༻͍Δ ɾඇݴޠදݱΛޮՌతʹ༻͍Δ ɾݐઃతͳରڥΛઃܭ͢Δ ʮάϩʔόϧɾγςΟζϯͷͨΊͷ101ͷίϯηϓτʯΛಠࣗʹΞϨϯδ ʢถࠃͷϛωϧόେֶΛࢀরͭͭ͠ɺʮରֶੜʯͱʮഐग़͍ͨ͠ਓࡐ૾ʯΛ ҙࣝͯ͠ɺऔࣺબΛߦ͏ͱڞʹɺಠࣗίϯηϓτͷՃΛߦͬͨɻʣ جૅ֓೦1ʢલظʣ σʔλαΠΤϯεೖɾԠ༻ 32ˋ 19ˋ 36ˋ 14ˋ جૅ֓೦2ʢޙظʣ άϧʔϓɾϓϩδΣΫτ جૅ֓೦1ʢલظʣ ϓϨθϯςʔγϣϯٕ๏ جૅ֓೦2ʢޙظʣ άϧʔϓɾϓϩδΣΫτ
page Department of Global Citizenship Studies Seisen University 15 σʔλαΠΤϯεͷຽओԽͱϘϦϡʔϜκʔϯͷঁੑͨͪ
page Department of Global Citizenship Studies Seisen University 16 Exploratory
× Seisen_GCSʹΑΔΦϦδφϧڭࡐͷ։ൃ
page Department of Global Citizenship Studies Seisen University 17 Exploratory
× Seisen_GCSʹΑΔΦϦδφϧڭࡐͷ։ൃ
page Department of Global Citizenship Studies Seisen University 18 ֶ֤ظͷΰʔϧΠϝʔδ
σʔλαΠΤϯεೖʢલظʣ σʔλαΠΤϯεԠ༻ʢޙظʣ
page Department of Global Citizenship Studies Seisen University 19 υϥΠϒָ͍ͬͯ͠ʂʢલظɿσʔλαΠΤϯεೖʣ
page Department of Global Citizenship Studies Seisen University 20 ӡసऀͱͯ͠Δ͖ߏΛΔʢޙظɿσʔλαΠΤϯεԠ༻ʣ
page Department of Global Citizenship Studies Seisen University 21 ίʔεσβΠϯ
1.ɹ ΠϯτϩμΫγϣϯ 2.ɹ ૬ؔ 3.ɹ खܭࢉ͔ΒExcelɺͦͯ͠Exploratory 4.ɹ σʔλੳͷྲྀΕ 5.ɹ σʔλͷجૅ 6.ɹ ՄࢹԽͷجຊ 7.ɹ ͷՄࢹԽ 8.ɹ ૬ؔͷՄࢹԽ 9.ɹ ࣌ܥྻͷՄࢹԽ 10.ɹσʔλͷՃͷجૅ 11.ɹσʔλͷՃͷجૅ 12.ɹςΩετσʔλͷՄࢹԽ 13.ɹΤΩααΠζ 1.ɹ ՊֶతࢥߟͷϑϨʔϜϫʔΫ 2.ɹ ֬ 3.ɹ ৴པ۠ؒ1 4.ɹ ৴པ۠ؒ2 5.ɹ Ծઆݕఆ 6.ɹ ૬ؔ 7.ɹ ઢܗճؼ1 8.ɹ ઢܗճؼ2 9.ɹ ܾఆ 10.ɹҼࢠੳ 11.ɹΫϥελϦϯά 12.ɹςΩετੳ 13.ɹΤΩααΠζ σʔλαΠΤϯεೖʢલظʣ σʔλαΠΤϯεԠ༻ʢޙظʣ
page Department of Global Citizenship Studies Seisen University 22 σʔλʮʯͬͯࣗతʹࣗͰ͖ΔνΣϯδϝʔΧʔʹʂ
Thank you ! ຊใࠂɾຊࢿྉʹ͍ͭͯ…… ࢁຊୡʢਗ਼ઘঁࢠେֶٿࢢຽֶՊڭतʣ
[email protected]
https://www.tatsuyayamamoto.com ਗ਼ઘঁࢠେֶٿࢢຽֶՊͷৄࡉʹ͍ͭͯ…… https://gcs-seisen.jp ʻ͓͍߹Θͤͷ࿈བྷઌʼ