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Seoul, Korea

Haesun Park

Elite
@rickiepark

ML/DL Technical Writer & Educator | Microsoft AI MVP | Google AI/Cloud GDE | Lifelong Learner 😊

handson-ml2. ν•Έμ¦ˆμ˜¨ λ¨Έμ‹ λŸ¬λ‹ 2/E의 μ£Όν”Όν„° λ…ΈνŠΈλΆ

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hg-mldl. <혼자 κ³΅λΆ€ν•˜λŠ” λ¨Έμ‹ λŸ¬λ‹+λ”₯λŸ¬λ‹>의 μ½”λ“œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

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handson-ml. λ„μ„œ "ν•Έμ¦ˆμ˜¨ λ¨Έμ‹ λŸ¬λ‹"의 μ˜ˆμ œμ™€ μ—°μŠ΅λ¬Έμ œλ₯Ό 담은 μ£Όν”Όν„° λ…ΈνŠΈλΆμž…λ‹ˆλ‹€.

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awesome-pytorch. Awesome PyTorch

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deep-learning-with-python-notebooks. <μΌ€λΌμŠ€ μ°½μ‹œμžμ—κ²Œ λ°°μš°λŠ” λ”₯λŸ¬λ‹> λ„μ„œμ˜ μ£Όν”Όν„° λ…ΈνŠΈλΆμ€ **tf2** λΈŒλžœμΉ˜μ— μžˆμŠ΅λ‹ˆλ‹€!

247

introduction_to_ml_with_python. λ„μ„œ "[κ°œμ •νŒ] 파이썬 라이브러리λ₯Ό ν™œμš©ν•œ λ¨Έμ‹  λŸ¬λ‹"의 μ£Όν”Όν„° λ…ΈνŠΈλΆκ³Ό μ½”λ“œμž…λ‹ˆλ‹€.

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handson-ml3. <ν•Έμ¦ˆμ˜¨ λ¨Έμ‹ λŸ¬λ‹ 3판>의 μ£Όν”Όν„° λ…ΈνŠΈλΆ μ €μž₯μ†Œ

165

nlp-with-transformers. <트랜슀포머λ₯Ό ν™œμš©ν•œ μžμ—°μ–΄ 처리> 예제 μ½”λ“œλ₯Ό μœ„ν•œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

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nlp-with-pytorch. <νŒŒμ΄ν† μΉ˜λ‘œ λ°°μš°λŠ” μžμ—°μ–΄ 처리>(ν•œλΉ›λ―Έλ””μ–΄, 2021)의 μ†ŒμŠ€ μ½”λ“œλ₯Ό μœ„ν•œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

134

python-machine-learning-book-3rd-edition. <λ¨Έμ‹  λŸ¬λ‹ κ΅κ³Όμ„œ 3판>의 μ½”λ“œ μ €μž₯μ†Œ

132

llm-from-scratch. <λ°‘λ°”λ‹₯λΆ€ν„° λ§Œλ“€λ©΄μ„œ κ³΅λΆ€ν•˜λŠ” LLM>(κΈΈλ²—, 2025)의 μ½”λ“œ μ €μž₯μ†Œ

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first-steps-with-tensorflow. λ„μ„œ 'ν…μ„œν”Œλ‘œ 첫걸음'의 예제 μ£Όν”Όν„° λ…ΈνŠΈλΆμž…λ‹ˆλ‹€.

107

do-it-dl. <Do it! λ”₯λŸ¬λ‹ μž…λ¬Έ> λ„μ„œμ˜ μ£Όν”Όν„° λ…ΈνŠΈλΆ

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deep-learning-with-python-2nd. <μΌ€λΌμŠ€ μ°½μ‹œμžμ—κ²Œ λ°°μš°λŠ” λ”₯λŸ¬λ‹ 2판> λ„μ„œμ˜ μ½”λ“œ μ €μž₯μ†Œ

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hg-da. <혼자 κ³΅λΆ€ν•˜λŠ” 데이터 뢄석 with 파이썬>의 μ½”λ“œ μ €μž₯μ†Œ

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Generative_Deep_Learning_2nd_Edition. <λ§Œλ“€λ©΄μ„œ λ°°μš°λŠ” 생성 AI 2판>의 μ½”λ“œ μ €μž₯μ†Œ

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python-machine-learning-book-2nd-edition. <λ¨Έμ‹ λŸ¬λ‹ κ΅κ³Όμ„œ with 파이썬, μ‚¬μ΄ν‚·λŸ°, ν…μ„œν”Œλ‘œ>의 μ½”λ“œ μ €μž₯μ†Œ

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GDL_code. λ―Έμˆ κ΄€μ— GAN λ”₯λŸ¬λ‹(Generative Deep Learning)의 μ½”λ“œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

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intro_ml_with_python_2nd_revised. <파이썬 라이브러리λ₯Ό ν™œμš©ν•œ λ¨Έμ‹ λŸ¬λ‹ (λ²ˆμ—­κ°œμ •2판)>의 μ½”λ“œ μ €μž₯μ†Œ

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machine-learning-with-python-cookbook. νŒŒμ΄μ¬μ„ ν™œμš©ν•œ λ¨Έμ‹ λŸ¬λ‹ 쿑뢁

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hg-mldl2. <혼자 κ³΅λΆ€ν•˜λŠ” λ¨Έμ‹ λŸ¬λ‹+λ”₯λŸ¬λ‹(κ°œμ •νŒ)>(ν•œλΉ›λ―Έλ””μ–΄, 2025)의 μ½”λ“œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

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tfk-notebooks. Notebooks of TensorFlow Korea (https://tensorflowkorea.wordpress.com)

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ml-powered-applications. <λ¨Έμ‹ λŸ¬λ‹ νŒŒμ›Œλ“œ μ• ν”Œλ¦¬μΌ€μ΄μ…˜>의 μ½”λ“œ μ €μž₯μ†Œμž…λ‹ˆλ‹€. μ›μ„œ κΉƒν—ˆλΈŒλŠ” https://github.com/hundredblocks/ml-powered-applications μž…λ‹ˆλ‹€.

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handson-llm. <ν•Έμ¦ˆμ˜¨ LLM>(ν•œλΉ›λ―Έλ””μ–΄, 2025)의 예제 μ½”λ“œ μ €μž₯μ†Œ

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ml-with-pytorch. <λ¨Έμ‹  λŸ¬λ‹ κ΅κ³Όμ„œ: νŒŒμ΄ν† μΉ˜ 편>의 μ½”λ“œ μ €μž₯μ†Œ

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gans-in-action. "GAN 인 μ•‘μ…˜"(ν•œλΉ›λ―Έλ””μ–΄, 2020)의 μ½”λ“œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

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handson-gb. XGBoost와 μ‚¬μ΄ν‚·λŸ°μœΌλ‘œ λ°°μš°λŠ” κ·Έλ ˆμ΄λ””μ–ΈνŠΈ λΆ€μŠ€νŒ…

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aiml4coders. <개발자λ₯Ό μœ„ν•œ λ¨Έμ‹ λŸ¬λ‹&λ”₯λŸ¬λ‹> λ„μ„œμ˜ μ½”λ“œ μ €μž₯μ†Œ

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rickiepark. github profile repo

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deep-learning-with-javascript. <ꡬ글 브레인 νŒ€μ—κ²Œ λ°°μš°λŠ” λ”₯λŸ¬λ‹ with TensorFlow.js>(κΈΈλ²—, 2022)의 μ½”λ“œ μ €μž₯μ†Œ

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pytorch-examples. Jupyter Notebook

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iclr2017-submission-papers-index. Python

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hongdae-ml-study. https://www.meetup.com/Hongdae-Machine-Learning-Study/

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math4ds. <개발자λ₯Ό μœ„ν•œ ν•„μˆ˜ μˆ˜ν•™>(ν•œλΉ›λ―Έλ””μ–΄, 2024)의 μ½”λ“œ μ €μž₯μ†Œ

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python4daml. <μ½”λ”© λ‡Œλ₯Ό κΉ¨μš°λŠ” 파이썬>(ν•œλΉ›λ―Έλ””μ–΄, 2023)의 μ½”λ“œ μ €μž₯μ†Œ

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dl-illustrated. <λ”₯λŸ¬λ‹ μΌλŸ¬μŠ€νŠΈλ ˆμ΄ν‹°λ“œ>(μ‹œκ·Έλ§ˆν”„λ ˆμŠ€, 2021)의 μ½”λ“œ μ €μž₯μ†Œ

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hm-dl. <혼자 λ§Œλ“€λ©΄μ„œ κ³΅λΆ€ν•˜λŠ” λ”₯λŸ¬λ‹>(ν•œλΉ›λ―Έλ””μ–΄, 2025)의 μ½”λ“œ μ €μž₯μ†Œ

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cnn_mer. Jupyter Notebook

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python-tutorial. python code & jupyter notebooks for learning

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WhirlwindTourOfPython. 이 λ ˆνŒŒμ§€ν† λ¦¬(νšŒμ˜€λ¦¬λ°”λžŒμ„ 탄 파이썬)λŠ” 였라일리의 "A Whirlwind Tour of Python"λ₯Ό 기반으둜 ν•©λ‹ˆλ‹€.

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ml-learn. This is a toy project to learn ML

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ml-with-python-cookbook-2nd. <μ‹€λ¬΄λ‘œ ν†΅ν•˜λŠ” ML 문제 ν•΄κ²° with 파이썬>

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keras-ko. Logical fork of keras-io

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the-lm-book. <λŒ€κ·œλͺ¨ μ–Έμ–΄ λͺ¨λΈ, ν•΅μ‹¬λ§Œ λΉ λ₯΄κ²Œ!>(μΈμ‚¬μ΄νŠΈ, 2025)의 μ½”λ“œ μ €μž₯μ†Œ

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MLQandAI. <λ¨Έμ‹  λŸ¬λ‹ Q & AI>의 μ½”λ“œ μ €μž₯μ†Œ

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knou_stat. λ°©μ†‘ν†΅μ‹ λŒ€ν•™κ΅ 톡계/데이터학과 μ½”λ“œ μ €μž₯μ†Œ

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deeplearning.ai. deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link

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sklearn-tutorial. μ‚¬μ΄ν‚·λŸ° μ •μ£Όν–‰ νŠœν† λ¦¬μ–Ό

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deep_learning_cookbook. Deep Learning Cookbox

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deep-learning-keras-tensorflow. Introduction to Deep Neural Networks with Keras and Tensorflow

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ml-ko. λ¨Έμ‹ λŸ¬λ‹, λ”₯λŸ¬λ‹ ν•œκΈ€ λ²ˆμ—­ μ €μž₯μ†Œ

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tensorflow-in-practice. https://www.coursera.org/specializations/tensorflow-in-practice

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pong-from-scratch. OpenEdge ABL

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knou_deep_learning. ν•œκ΅­λ°©μ†‘ν†΅μ‹ λŒ€ν•™κ΅ 컴퓨터과학과 λ”₯λŸ¬λ‹ μ‹€μŠ΅ μ½”λ“œ

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