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
属人化しがちなR&Dをチーム開発するためのJX通信社での工夫
Search
Yongtae723
October 15, 2021
Science
5.4k
3
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
属人化しがちなR&Dをチーム開発するためのJX通信社での工夫
動画は
https://www.youtube.com/watch?v=dTfJ8xXRRyAからご覧になれます
Yongtae723
October 15, 2021
More Decks by Yongtae723
See All by Yongtae723
PyTorch Lightningのススメ
yongtae723
4
41k
Other Decks in Science
See All in Science
(CVPR2026) Back to Basics: Let Denoising Generative Models Denoise
shumpei777
0
250
機械学習 - 授業概要
trycycle
PRO
0
570
大黒市で発生した大規模インシデント の ポストモーテムから読み解く、 記憶媒体消去の大切さ
shucho0103
0
210
先端因果推論特別研究チームの研究構想と 人間とAIが協働する自律因果探索の展望
sshimizu2006
3
970
Conversation is the New Dashboard: 属人性を排除する第4世代BIツールの勢力図
shomaekawa
1
620
SpatialRDDパッケージによる空間回帰不連続デザイン
saltcooky12
0
280
水耕栽培を始める前に知っておきたい植物の科学
grow_design_lab
0
290
データベース11: 正規化(1/2) - 望ましくない関係スキーマ
trycycle
PRO
0
1.6k
YouTubeにおける撤回論文の参照実態 / metascience-meetup2026
corgies
3
310
Physical AIを支えるWeights & Biases
olachinkei
1
470
AI(人工知能)の過去・現在・未来 ~AIは人類を越えるのか~
tagtag
PRO
0
140
人生を変えた一冊「独学大全」のはなし / Self-study ENCYCLOPEDIA: The Book Which Change My Life #独学大全 #EM推し本
expajp
0
190
Featured
See All Featured
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.8k
Bridging the Design Gap: How Collaborative Modelling removes blockers to flow between stakeholders and teams @FastFlow conf
baasie
0
630
Java REST API Framework Comparison - PWX 2021
mraible
34
9.6k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
659
62k
My Coaching Mixtape
mlcsv
0
190
KATA
mclloyd
PRO
35
15k
The untapped power of vector embeddings
frankvandijk
2
1.8k
SERP Conf. Vienna - Web Accessibility: Optimizing for Inclusivity and SEO
sarafernandez
2
1.5k
State of Search Keynote: SEO is Dead Long Live SEO
ryanjones
0
240
Building Better People: How to give real-time feedback that sticks.
wjessup
370
20k
Large-scale JavaScript Application Architecture
addyosmani
515
110k
Automating Front-end Workflow
addyosmani
1370
210k
Transcript
ଐਓԽ͕ͪ͠ͳ3%ΛνʔϜͰ։ൃ͢Δ ͨΊͷ+9Ͱͷ )XBOH:POHUBF +91SFTT$PSQPSBUJPO.BDIJOF-FBSOJOH&OHJOFFS ػցֶशΛʮ͍͍ײ͡ʯʹ͢Δٕज़
2,ݱঢ়ੳͱ Who I am ԫ༐ଠ ϑΝϯϤϯς w ౦ژେֶɹཧֶത࢜ ཧ
w +9௨৴ࣾɹػցֶशΤϯδχΞ !:PPPPOHUBF
Agenda 3%νʔϜͷଐਓԽʹ͍ͭͯ 3%ΛνʔϜͰߦ͏ͨΊͷ+9௨৴ࣾͷ ίʔυͷςϯϓϨʔτԽ 1, 2, 2-1, .-'MPXͱ"QQ&OHJOFΛ༻͍ͨ ࣮ݧͷҰݩཧ
2-2, 4MBDLͰͷֶशঢ়گͷڞ༗ 2-3,
2,ݱঢ়ੳͱ R&DνʔϜͷଐਓԽʹ͍ͭͯ ࣄ݅ੑఆ"* ମݕ"* Ґஔਪఆ"* 3%νʔϜ ΞϓϦ։ൃνʔϜ
2,ݱঢ়ੳͱ R&DνʔϜͷଐਓԽʹ͍ͭͯ ࣄ݅ੑఆ"* ମݕ"* Ґஔਪఆ"* 3%νʔϜ ͳͥʁ ɾઐੑ͕ߴ͍ ɾίʔυͷzॻ͖ํz͕·ͩఆ·ͬͯͳ͍ ɾֶशڥ͕ͨ͘͞Μ͋Δ
2,ݱঢ়ੳͱ R&DνʔϜͷଐਓԽʹ͍ͭͯ ࣄ݅ੑఆ"* ମݕ"* Ґஔਪఆ"* 3%νʔϜ ɾϝϯόʔؒͷڠྗ͕͍͠ ɾਐḿ͕ݸਓͷೳྗʹґଘ͢Δ ɾଐਓԽΛશഉআ͢Ε͍͍ͬͯΘ͚Ͱͳ͍
ɾҰਓͷΞΠσΞ͕େ͖͘ྲྀΕΛม͑Δͱ͖͋Δ
3%ΛνʔϜͰߦ͏ͨΊͷ +9௨৴ࣾͷ 02
ίʔυͷςϯϓϨʔτԽ 02-1
2-1 ίʔυͷςϯϓϨʔτԽ "͞Μͷ࣮ݧͷʓʓ͚ͩม࣮͑ͨݧΛܰ͘ࢼ͍ͨ͠ͳʙ ͚Ͳʓʓ͕Ͳ͜ʹهड़͞Ε͍ͯΔͷ͔ෆ໌ͩ͠ ΔؾʹͳΒͳ͍ #͞Μͷʓʓͬͯํ๏ɺࣗͷͱ͜ΖʹऔΓೖΕ͍ͨΜ͚ͩͲ ʓʓ͕Ͳ͜ʹهड़͞Ε͍ͯΔͷ͔ෆ໌ͩ͠ ໘ͩͳɻɻɻ ίʔυͷzॻ͖ํz͕ఆ·͍ͬͯͳ͍ͱɻɻɻ
2-1 ίʔυͷςϯϓϨʔτԽ ɾίʔυͷॻ͖ํʹదͳڧ੍ ɾֶशڥͷ౷ҰԽ ɾศརͳ5JQTΛ࠷ॳ͔ΒࠐΜͰ͍Δ ֶश༻σϓϩΠ༻ͷίʔυςϯϓϨʔτ
.- fl PX BQQFOHJOFΛ༻ ͍࣮ͨݧͷҰݩཧ 02-2
2-2 ML fl ow + App engineΛ༻͍࣮ͨݧͷҰݩཧ " # ݁ՌͷεΫγϣ
݁ՌͷDTW ֶशͨ͠Ϟσϧ ֶशޙɺΘ͟Θ͟Ξοϓϩʔυ͕ඞཁ ؔऀ͔݁͠Ռ͕ڞ༗͞Εͳ͍ தؒഔମ "͞Μͱ#͞Μͷ࣮ݧڞ༗ $
2-2 ML fl ow + App engineΛ༻͍࣮ͨݧͷҰݩཧ ୭͕ͲͷαʔόʔͰ࣮ݧͯ͠ɺ࣮ݧͷڞ༗Λ ࣗಈͰ Ұݩཧ͍ͨ͠ʂ
+9ͷϝϯόʔͷΈɺߘɾӾཡՄೳ .- fl PXͷಋೖ͚ͩͰMPDBMͰཧ ˠ"QQFOHJOFͰͷӡ༻ ࣮ݧͷϋΠύϥɺ݁ՌɺϞσϧͳͲΛ͏ ·͘ཧ͢ΔͨΊʹ࡞͞Εͨ044 ߦͷίʔυՃͰ࣮ݧཧ͕Մೳ
2-2 App engine + ML fl owΛ༻͍࣮ͨݧͷҰݩཧ ($4ࣗಈΞοϓϩʔυ ࣮ݧঢ়گ
࣮ݧऀ HJUͷDPNNJUͷϋογϡ ֤छύϥϝʔλʔ ࣮ݧ݁Ռ ֤छϝτϦΫε ݁Ռͷਤ ֶशͨ͠Ϟσϧ
4MBDLͰͷֶशঢ়گͷڞ༗ 02-3
2,ݱঢ়ੳͱ 2-3. 4MBDLͰͷֶशঢ়گͷڞ༗ ࠓɺʓʓ͘Μͷ"*ͷֶशঢ়گͬͯͲΜͳײ͡Ͱ͔͢ʁ ࠓͲΕ͘Βֶ͍श͕ਐΜͩͷ͔Θ͔Βͳ͍Ͱ͢ɻɻɻ ֶशঢ়گͷѲҙ֎ͱ໘ɻɻɻ ͋Δ͋Δͷձ ֶशঢ়گΛௐΔͨΊʹʓʓΛ˚˚͍͍ͯ͠Ͱ͔͢ʁ
2,ݱঢ়ੳͱ 2-3. 4MBDLͰͷֶशঢ়گͷڞ༗
2-3. Slackʹֶशঢ়گ͕௨͞ΕΔΑ͏ͳγεςϜ
νʔϜ։ൃͷࣄྫ 03
2 νʔϜ։ൃͷࣄྫ ࣾһ ࢲ ɾΠϯλʔϯੜʹςϯϓϨʔτͷߏΛ ࠷ॳʹ֮͑ͯΒͬͨ ɾΠϯλʔϯੜͷؒͰͷҾ͖ܧ͕͗༰қ ɾ࣮ݧ݁Ռख๏վྑͷʹूதͰ͖Δ Πϯλʔϯ ฏՔಇ
Πϯλʔϯ ि ࣮ݧͷҾ͖ܧ͗ σΟεΧογϣϯ
+9௨৴ࣾɹ࠾༻ɹ 2,ݱঢ়ੳͱ WE ARE HIRING !!! զʑͱͱʹ νϟϨϯδ͍ͨؒ͠Λ ืूதʂ ࣾһΠϯλʔϯ
ืूத ·ͨɺIUUQTKYQSFTTOFUSFDSVJUʹΞΫηεʂ .-νʔϜ ΑΓڧԽ͍͖ͯ͠·͢ʂ
Thank you!