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โ€Žsource/levels/core_skills.rst

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Basic skills
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ํ•ต์‹ฌ ๊ธฐ์ˆ 
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Learn the basics of model development with Lightning. Researchers and machine learning engineers should start here.
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Lightning์„ ์‚ฌ์šฉํ•˜์—ฌ ๋ชจ๋ธ ๊ฐœ๋ฐœ์˜ ๊ธฐ๋ณธ์„ ๋ฐฐ์›Œ๋ณด์„ธ์š”. ์—ฐ๊ตฌ์ž์™€ ๋จธ์‹ ๋Ÿฌ๋‹ ์—”์ง€๋‹ˆ์–ด๋Š” ์—ฌ๊ธฐ์„œ๋ถ€ํ„ฐ ์‹œ์ž‘ํ•˜์‹œ๊ธธ ๊ถŒํ•ฉ๋‹ˆ๋‹ค.
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.. join_slack::
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.. Add callout items below this line
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.. displayitem::
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:header: Level 1: Train a model
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:description: Learn the basics of training a model.
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:header: Level 1: ๋ชจ๋ธ ํ•™์Šตํ•˜๊ธฐ
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:description: ๋ชจ๋ธ ํ•™์Šต์˜ ๊ธฐ๋ณธ์„ ๋ฐฐ์›Œ๋ณด์„ธ์š”.
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:button_link: ../model/train_model_basic.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 2: Add a validation and test set
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:description: Add validation and test sets to avoid over/underfitting.
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:header: Level 2: ๊ฒ€์ฆ ์„ธํŠธ์™€ ํ…Œ์ŠคํŠธ ์„ธํŠธ ์ถ”๊ฐ€ํ•˜๊ธฐ
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:description: ๊ฒ€์ฆ ์„ธํŠธ์™€ ํ…Œ์ŠคํŠธ ์„ธํŠธ๋ฅผ ์ถ”๊ฐ€ํ•˜์—ฌ ๊ณผ์ ํ•ฉ/๊ณผ์†Œ์ ํ•ฉ์„ ํ”ผํ•˜์„ธ์š”.
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:button_link: /levels/basic_level_2.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 3: Use pretrained models
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:description: Learn how to use pretrained models with Lightning
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:header: Level 3: ์‚ฌ์ „ํ•™์Šต๋œ ๋ชจ๋ธ ์‚ฌ์šฉํ•˜๊ธฐ
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:description: ๋ผ์ดํŠธ๋‹์—์„œ ์–ด๋–ป๊ฒŒ ์‚ฌ์ „ํ•™์Šต๋œ ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜๋Š”์ง€ ๋ฐฐ์›Œ๋ณด์„ธ์š”.
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:button_link: ../advanced/transfer_learning.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 4: Enable script parameters
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:description: Add parameters to your script so you can run from the commandline.
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:header: Level 4: ์Šคํฌ๋ฆฝํŠธ ๋งค๊ฐœ๋ณ€์ˆ˜ ํ™œ์„ฑํ™”ํ•˜๊ธฐ
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:description: ๋ช…๋ น์ค„์—์„œ ์Šคํฌ๋ฆฝํŠธ๋ฅผ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๋„๋ก ๋งค๊ฐœ๋ณ€์ˆ˜๋ฅผ ์ถ”๊ฐ€ํ•˜์„ธ์š”.
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:button_link: ../common/hyperparameters.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 5: Understand and visualize your model
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:description: Remove bottlenecks and visualize your model
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:header: Level 5: ๋ชจ๋ธ์„ ์ดํ•ดํ•˜๊ณ  ์‹œ๊ฐํ™”ํ•˜๊ธฐ
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:description: ๋ณ‘๋ชฉ(bottleneck)์„ ์ œ๊ฑฐํ•˜๊ณ  ๋ชจ๋ธ์„ ์‹œ๊ฐํ™”ํ•ด๋ณด์„ธ์š”.
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:button_link: ../levels/basic_level_5.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:description: Use your model for predictions.
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:header: Level 6: Predict with your model
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:header: Level 6: ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜์—ฌ ์˜ˆ์ธกํ•˜๊ธฐ
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:description: ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜์—ฌ ์˜ˆ์ธกํ•ด๋ณด์„ธ์š”.
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:button_link: core_level_6.html
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:col_css: col-md-6
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:height: 150

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