Upgrade to Pro — share decks privately, control downloads, hide ads and more …

GPT-4 を用いたデータ分析 / Data analysis using GPT-4

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Kenji Saito Kenji Saito PRO
November 30, 2024
Technology
130
0

GPT-4 を用いたデータ分析 / Data analysis using GPT-4

早稲田大学大学院経営管理研究科「企業データ分析」2024 冬のオンデマンド教材 第13回で使用したスライドです。

Avatar for Kenji Saito

Kenji Saito PRO

November 30, 2024

More Decks by Kenji Saito

See All by Kenji Saito
インターネットの技術 / Internet technology
Avatar for Kenji Saito ks91
PRO
0
19
大規模言語モデルの原理と使いこなしの原則 / Principles of Large Language Models and How to Use Them Effectively
Avatar for Kenji Saito ks91
PRO
0
8
ワールドカフェI ／チューターを改良する / World Café I and Improving the Tutors
Avatar for Kenji Saito ks91
PRO
0
87
研究って何だっけ / What is research anyway?
Avatar for Kenji Saito ks91
PRO
0
15
ブロックチェーンと分散ファイナンス概論 / Introduction to Blockchain and Decentralized Finance
Avatar for Kenji Saito ks91
PRO
0
10
サイバーフィジカル社会とは何か / What Is a Cyber-Physical Society?
Avatar for Kenji Saito ks91
PRO
0
170
本授業におけるエージェント・ハブの使い方 / How to Use the Agent Hub in This Course
Avatar for Kenji Saito ks91
PRO
0
67
LLM とプロンプトエンジニアリング／チューターを定義する / LLMs and Prompt Engineering, and Defining Tutors
Avatar for Kenji Saito ks91
PRO
0
360
Running Coding Agents (Windows WSL Edition)
Avatar for Kenji Saito ks91
PRO
0
44

Other Decks in Technology

See All in Technology
暗黙知について一歩踏み込んで考える - 暗黙知の４タイプと暗黙考・暗黙動へ
Avatar for Masaya Mori (森正弥) / CAIO (Chief AI Officer) masayamoriofficial
0
1.5k
こんなアーキテクチャ図はいやだ / Anti-pattern in AWS Architecture Diagrams
Avatar for Naomi Yamasaki naospon
1
210
インフラを Excel 管理していた組織が 3 ヶ月で IaC 化されるまで
Avatar for ギークプラス ソフトウェア事業部 geekplus_tech
3
190
New CBs New Challenges
Avatar for Yosuke Suzuki ysuzuki
1
180
AgentCore RuntimeからS3 Filesをマウントしてみる
Avatar for Har1101 har1101
4
410
2026年、知っておくべき最新 サーバレスTips10選/serverless-10-tips
Avatar for Serverless Operations slsops
11
3.6k
AI時代に新卒採用、はじめました/junior-engineer-never-die
Avatar for dmnlk dmnlk
0
250
Data Hubグループ 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
0
2.9k
DevOpsDays2026 Tokyo Cross-border practices to connect "safety" and "DX" in healthcare
Avatar for Yutaro Sugai hokkai7go
0
130
Introduction to Sansan, inc / Sansan Global Development Center, Inc.
Avatar for Sansan, Inc. sansan33
PRO
0
3k
DevOpsDays Tokyo 2026 軽量な仕様書と新たなDORA AI ケイパビリティで実現する、動くソフトウェアを中心とした開発ライフサイクル / DevOpsDays Tokyo 2026
Avatar for Niishi Kubo n11sh1
0
110
新規サービス開発におけるReact Nativeのリアル〜技術選定の裏側と実践的OSS活用〜
Avatar for Takahiro Kato grandbig
2
190

Featured

See All Featured
A designer walks into a library…
Avatar for Paul Jervis Heath pauljervisheath
211
24k
Understanding Cognitive Biases in Performance Measurement
Avatar for Philip Tellis bluesmoon
32
2.8k
Hiding What from Whom? A Critical Review of the History of Programming languages for Music
Avatar for Tomoya Matsuura tomoyanonymous
2
690
Believing is Seeing
Avatar for Spiro Bolos oripsolob
1
110
Agile that works and the tools we love
Avatar for Rasmus Luckow-Nielsen rasmusluckow
331
21k
Exploring the relationship between traditional SERPs and Gen AI search
Avatar for Ray Grieselhuber raygrieselhuber
PRO
2
3.8k
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
Avatar for Aleyda Solis aleyda
1
1.9k
SEO for Brand Visibility & Recognition
Avatar for Aleyda Solis aleyda
0
4.5k
Breaking role norms: Why Content Design is so much more than writing copy - Taylor Woolridge
Avatar for UX Y'all uxyall
0
250
Claude Code どこまでも/ Claude Code Everywhere
Avatar for nwiizo nwiizo
64
54k
The Impact of AI in SEO - AI Overviews June 2024 Edition
Avatar for Aleyda Solis aleyda
5
790
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
174
15k

Transcript

  1. Boxes and whiskers — generated by Stable Diffusion XL v1.0

    2024 13 GPT-4 (WBS) 2024 13 GPT-4 — 2024-11 – p.1/6

  2. https://speakerdeck.com/ks91/collections/corporate-data-analysis-2024-winter 2024 13 GPT-4 — 2024-11 – p.2/6

  3. ( 20 ) 1 • 2 R • 3 •

    4 • 5 • 6 ( ) • 7 (1) • 8 (2) • 9 R ( ) (1) — Welch • 10 R ( ) (2) — χ2 • 11 R ( ) (1) — • 12 R ( ) (2) — • 13 GPT-4 • 14 GPT-4 15 ( ) LaTeX Overleaf 8 (12/16 ) / (2 ) OK / 2024 13 GPT-4 — 2024-11 – p.3/6

  4. Open Interpreter GPT-4 $ interpreter -y 2024 13 GPT-4 —

    2024-11 – p.4/6

  5. R MASS mvrnorm 119 158.4cm 5.4 168.8cm 5.8 ( -

    ) 0.317 155.3cm 5.4 ( - ) 0.358 ( - ) 0 ( - ) ( - ) ( - ) ( - ) ( - )( - )( - ) (" " " " " " ) "heights.txt" R ( ) - - 2024 13 GPT-4 — 2024-11 – p.5/6

  6. 2024 13 GPT-4 — 2024-11 – p.6/6