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Domain

  • Generative AI
  • data for change
  • Alternative Tech for everone

Interests

  • computational design / interactive web design and development / ethics for artificial intelligence

๐Ÿ“‹ Languages

Python Markdown JavaScript HTML5 C C++

๐Ÿ–ฅ๏ธ ML/DL

Matplotlib NumPy Pandas scikit-learn TensorFlow Keras

Database

MongoDB Firebase MySQL

๐Ÿ“š Frameworks, Platforms and Libraries

Anaconda Flask NPM OpenCV p5js React React Native

๐Ÿ’ป IDEs/Editors

Jupyter Notebook Visual Studio Code Obsidian

songye's Projects

2023_advanced_nlp icon 2023_advanced_nlp

์‹ค๋ฌด ํ”„๋กœ์ ํŠธ 5๊ฐœ , ํ•ต์‹ฌ ๋…ผ๋ฌธ ๊ตฌํ˜„ 5๊ฐœ

2023_algorithm_study icon 2023_algorithm_study

๊ธฐ์ดˆ๋ถ€ํ„ฐ ์‹œ์ž‘ํ•˜๋Š” ํŒŒ์ด์ฌ, ๋ฐฑ์ค€ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๋ฌธ์ œํ’€๊ธฐ

2023_design_system icon 2023_design_system

์ง์ ‘ ๋””์ž์ธ์‹œ์Šคํ…œ ๊ตฌํ˜„ํ•˜๊ณ  storybook์œผ๋กœ ๋ฌธ์„œํ™”ํ•˜๊ธฐ

2023_frontend_project icon 2023_frontend_project

๊ณ ์„ฑ๋Šฅ ๋Œ€๊ทœ๋ชจ ํ”„๋ก ํŠธ์—”๋“œ 10๊ฐœ ํ”„๋กœ์ ํŠธ

2023_react_twitter_app icon 2023_react_twitter_app

๋ฆฌ์•กํŠธ๋ฅผ ์ด์šฉํ•ด ํŠธ์œ„ํ„ฐ ์•ฑ ๋งŒ๋“ค๊ธฐ ํ”„๋กœ์ ํŠธ

2023_recomd_study icon 2023_recomd_study

30๊ฐœ ํ”„๋กœ์ ํŠธ๋กœ ๋๋‚ด๋Š” ์ถ”์ฒœ์‹œ์Šคํ…œ

2024_descriptive_statistics_study icon 2024_descriptive_statistics_study

์™€์ธ๋ฐ์ดํ„ฐ์™€ ๊ณ ๊ฐ ์ดํƒˆ ๋ฐ์ดํ„ฐ๋ฅผ ์ด์šฉํ•œ ๊ธฐ์ˆ  ํ†ต๊ณ„ ๊ณต๋ถ€ํ•˜๊ธฐ

2024_ds_project icon 2024_ds_project

๋„ค์ด๋ฒ„ ๋ถ€์ŠคํŠธ์ฝ”์Šค ๊ณต๋ถ€ ๊ด€๋ จ ์ •๋ฆฌ

2024_embedding_study icon 2024_embedding_study

ํ•œ๊ตญ์–ด ์ž„๋ฒ ๋”ฉ ์ฑ…์„ ๋ฐ”ํƒ•์œผ๋กœ ์ž„๋ฒ ๋”ฉ ๋ชจ๋ธ์— ๋Œ€ํ•œ ๊ณต๋ถ€

2024_genai_crawling icon 2024_genai_crawling

์ƒ์„ฑํ˜• ์ธ๊ณต์ง€๋Šฅ์„ ์ด์šฉํ•œ UX/UI ๋ฆฌ๋””์ž์ธ ํ”„๋กœ์ ํŠธ์— ์‚ฌ์šฉ๋  ๋ฐ์ดํ„ฐ ๋ถ„์„ ์ฝ”๋“œ ๋ชจ์Œ

2024_hands_on_ml icon 2024_hands_on_ml

๋จธ์‹ ๋Ÿฌ๋‹ Level Up: ํ•ธ์ฆˆ์˜จ ๋จธ์‹ ๋Ÿฌ๋‹ ์™„๋…ํ•˜๊ธฐ Part1.

2024_make_blog_web icon 2024_make_blog_web

๋ฆฌ์•กํŠธ์™€ ํƒ€์ž…์Šคํฌ๋ฆฝํŠธ๋ฅผ ์ด์šฉํ•ด ๊ฐ„๋‹จํ•œ ๋ธ”๋กœ๊ทธ ๋งŒ๋“ค๊ธฐ ํ”„๋กœ์ ํŠธ

2024_review_crawling icon 2024_review_crawling

๋ฐ์ดํ„ฐ ๋ถ„์„์„ ํ†ตํ•ด UX/UI ๊ฐœ์„ ์ ์„ ๋„์ถœํ•ด๋ณด์ž!

2024_study_os icon 2024_study_os

๋‘๋‹ฌ๋™์•ˆ ํ˜ผ์ž ๊ณต๋ถ€ํ•˜๋Š” ์ปดํ“จํ„ฐ ๊ตฌ์กฐ + ์šด์˜์ฒด์ œ ๊ณต๋ถ€ํ•œ ๊ธฐ๋ก

2024_visualblocks icon 2024_visualblocks

Visual Blocks for ML is a Google visual programming framework that lets you create ML pipelines in a no-code graph editor. You โ€“ and your users โ€“ can quickly prototype workflows by connecting drag-and-drop ML components, including models, user inputs, processors, and visualizations.

2024_xai_basic icon 2024_xai_basic

์„ค๋ช… ๊ฐ€๋Šฅํ•œ ์ธ๊ณต์ง€๋Šฅ ๋๋‚ด๊ธฐ

ai_basics_for_designers icon ai_basics_for_designers

๋””์ž์ด๋„ˆ๋ฅผ ์œ„ํ•œ AI ๊ธฐ๋ณธ ํ”„๋กœ์ ํŠธ BASIC | CNN | NLP

aiffel icon aiffel

Aiffel 2๊ธฐ ์˜จ๋ผ์ธ ๊ณผ์ •์ค‘์— ๋ฐฐ์› ๋˜ ๊ฒƒ๋“ค์„ ์—…๋กœ๋“œํ•ฉ๋‹ˆ๋‹ค.

arduino_sifl icon arduino_sifl

์€ํ‰๊ตฌ์ฒญ์ด ์ฃผ๊ด€ํ•˜๊ณ  ์„œ์šธ ์ด๋…ธ๋ฒ ์ด์…˜ ํŒน๋žฉ์ด ์šด์˜ํ•œ ๋””์ง€ํ„ธ ํŒจ๋ธŒ๋ฆฌ์ผ€์ด์…˜ ์ˆ˜์—…์—์„œ ์•„๋‘์ด๋…ธ ์ˆ˜์—…์˜ ์†Œ์Šค์ฝ”๋“œ๋“ค์„ ์ •๋ฆฌํ•ด ๋†“์•˜์Šต๋‹ˆ๋‹ค.

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