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μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„œλ²„ λͺ¨λ‹ˆν„°λ§]_02. μ˜μ‘΄μ„± μ„€μΉ˜, progress-bar μ½”λ”©, ν”„λŸ°νŠΈ websocket μ½”λ”© 2024-02-07 18:49:23 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„œλ²„ λͺ¨λ‹ˆν„°λ§]_01. λ”₯λŸ¬λ‹ 배포 μ„œλ²„ λͺ¨λ‹ˆν„°λ§ ν•„μš”μ„±, 접근방법, λͺ©ν‘œ μ‹œμŠ€ν…œ 2024-02-07 18:37:56 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ”₯λŸ¬λ‹ 배포]_05. νŒŒμΌμ²¨λΆ€ λΆ€κ°€κΈ°λŠ₯(Form clear, 첨뢀 μ œμ™Έ, νŒŒμΌμ„ Form에 μ €μž₯), 비동기 Ajax 톡신 κ΅¬ν˜„, λ°±μ—”λ“œ(μ„œλ²„) 파일처리 2024-02-07 04:46:43 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ”₯λŸ¬λ‹ 배포]_04. νŒŒμΌμ²¨λΆ€ κΈ°λŠ₯ 지원을 μœ„ν•œ JavaScript μ½”λ”© (파일 μΆ”κ°€ ν•¨μˆ˜, 파일 검증 ν•¨μˆ˜) 2024-02-07 04:16:15 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ”₯λŸ¬λ‹ 배포]_03. 배포 μ„œλ²„ ꡬ좕 - ν”„λŸ°νŠΈ ν…œν”Œλ¦Ώ μž‘μ„±(base.htm, main.html) 2024-02-06 17:43:42 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ”₯λŸ¬λ‹ 배포]_02. 배포 μ„œλ²„ ꡬ좕 - 폴더 ꡬ쑰 생성, μ„€μ •νŒŒμΌ μž‘μ„±, Main Controller (main_view), λΈ”λ£¨ν”„λ¦°νŠΈ 등둝 2024-02-06 17:09:45 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ”₯λŸ¬λ‹ 배포]_01. 배포 μ„œλ²„ ꡬ좕 - μ˜€λ¦¬μ—”ν…Œμ΄μ…˜ 및 κ°€μƒν™˜κ²½ ꡬ좕 2024-02-06 14:33:20 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜λ‹˜μ˜ μ‹€μ‹œκ°„ 슀트림 2024-02-06 07:37:17 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ Mighty to Save (λ‚΄ μ£ΌλŠ” κ΅¬μ›μ˜ μ£Ό) - λ…ΈκΈ°μ„­ κ΅μˆ˜λ‹˜ λ“œλŸΌ μ—°μ£Ό 2024-02-04 04:59:36 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_10. λ”₯λŸ¬λ‹ μˆ˜ν•™ μ‹œλ¦¬μ¦ˆ(ν™•λ₯ , μ„ ν˜•λŒ€μˆ˜, λ―ΈλΆ„) 전체λ₯Ό λ§ˆλ¬΄λ¦¬ν•˜λ©°, 감사인사 (adjourning) 2024-01-31 16:56:18 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_09. ν™œμ„±ν•¨μˆ˜ 간단 μ†Œκ°œ, 기울기 μ†Œμ‹€μ˜ κ·Όλ³Έ 원인과 λŒ€μ±… 2024-01-31 15:51:34 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_08. μ—­μ „νŒŒ ν•™μŠ΅ (back-propagation) 및 Computation Graph 2024-01-31 10:39:28 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_07_02. μ„ ν˜•μ‹œμŠ€ν…œμ—μ„œμ˜ νŽΈλ―ΈλΆ„ (μ‹€μŠ΅ with toy example) 2024-01-30 20:46:09 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_07_01. μ„ ν˜•μ‹œμŠ€ν…œμ—μ„œμ˜ νŽΈλ―ΈλΆ„ (Partial Differentiation in Linear System) 2024-01-30 19:22:16 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_06. 연쇄법칙 (chain rule) κ°œλ…κ³Ό 및 μ—°μ‚° 2024-01-30 16:34:17 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_03. λ―ΈλΆ„μ˜ 원리 (κΈ°λ³Έ 지식) - ν•œλ²ˆμ€ 짚고 λ„˜μ–΄κ°€μ•Ό ν•  λ‚΄μš© 2024-01-30 15:08:12 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_05. 경사 ν•˜κ°•λ²• (Gradient Descent) μ•Œκ³ λ¦¬μ¦˜μ˜ κ°œλ…, 해석, ν•™μŠ΅ 2024-01-29 17:17:12 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_04. λ”₯λŸ¬λ‹μ—μ„œ νŽΈλ―ΈλΆ„ κ°œλ…κ³Ό μ—°μ‚° 2024-01-29 15:45:36 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_02. λ”₯λŸ¬λ‹μ€ μ–΄λ–»κ²Œ λ°μ΄ν„°λ‘œλΆ€ν„° 지식을 λ°°μš°λŠ”κ°€? 2024-01-29 11:18:32 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [λ―ΈλΆ„]_01. λ―ΈλΆ„ μ‹œλ¦¬μ¦ˆλ₯Ό μ‹œμž‘ν•˜λ©°, μ˜€λ¦¬μ—”ν…Œμ΄μ…˜ (Orientation) 2024-01-26 15:45:40 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_20. μ„ ν˜•λŒ€μˆ˜λ₯Ό λ§ˆλ¬΄λ¦¬ν•˜λ©°, 인사말 및 감사인사 (adjourning) 2024-01-11 17:37:43 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_19. μ„ ν˜•λ³€ν™˜ μš”μ•½, 정보 μ••μΆ• 및 팽창 2024-01-11 17:22:41 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_18. ν–‰λ ¬μ—μ„œμ˜ 랭크(Rank in Matrix) 2024-01-11 16:37:10 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_17. 차원 μΆ•μ†Œ 및 ν™•μž₯ (dimension reduction & expansion) 2024-01-11 15:58:55 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_16. κ³ μœ³κ°’(eigenvalue)κ³Ό κ³ μœ λ²‘ν„°(eigenvector) μ΄ν•΄ν•˜κΈ° 2024-01-11 13:10:32 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_15. μ„ ν˜• μ‹œμŠ€ν…œ(곡간)κ°„μ˜ 해석 (Linear Empathy) - μƒλŒ€λ°©μ˜ 곡간을 μ–΄λ–»κ²Œ ν•΄μ„ν•˜λ‚˜μš”? 2024-01-11 10:51:10 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_14. λ²‘ν„°μ—μ„œ ν…μ„œλ‘œ - ν…μ„œμ˜ κΉŠμ€ 이해 (deep dive) 2024-01-05 19:57:23 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_13. 그림으둜 μ΄ν•΄ν•˜λŠ” 행렬식 (determinant) 2024-01-04 18:36:39 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_12. ν–‰λ ¬κ³Ό 행렬을 κ³±ν•œλ‹€λŠ” 의미(μ„ ν˜•λ³€ν™˜μ˜ ν•©μ„±) 2024-01-04 15:31:05 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_11. 행렬을 μ΄μš©ν•œ μ„ ν˜•λ³€ν™˜(Linear Transformation) 2024-01-04 14:56:15 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_10. μ„ ν˜•λ³€ν™˜(Linear Transformation), 벑터와 ν–‰λ ¬μ˜ λ§Œλ‚¨ 2024-01-03 13:55:57 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ λ‚΄ μ£ΌλŠ” κ΅¬μ›μ˜ μ£Ό - λ“œλŸΌ ν›ˆλ ¨μš© (μ‹ λ™μš° 레슨 μƒ˜ μ‹œλ²”) 2024-01-03 10:21:18 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_09. λ²‘ν„°μ˜ μ„ ν˜•κ²°ν•©(Linear Combination) 및 생성(Span) μ’€ 더 깊게 μ΄ν•΄ν•˜κΈ° 2024-01-02 18:34:12 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_08. 벑터 곡간 (vector space) 및 λΆ€λΆ„ 곡간 (vector subspace) 2024-01-02 16:51:09 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_06. λ²‘ν„°μ˜ λ§μ…ˆ/λΊ„μ…ˆ, 슀칼라곱 2023-12-29 21:43:57 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_07. λ²‘ν„°μ˜ κ³±μ…ˆ (내적, Cosine Similarity, Crossκ³±) 2023-12-28 17:29:50 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ λ‚˜λŠ” λ‚˜λΉ„ (λ…ΈκΈ°μ„­ κ΅μˆ˜λ‹˜ λ“œλŸΌ μ—°μ£Ό) 2023-12-25 09:30:22 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_05. 벑터 μ†Œκ°œ (역사, μ •μ˜ 및 ν‘œν˜„λ²•, μ’…λ₯˜, κΈ°μ €, Norm) 2023-12-22 17:02:25 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_04. Determinant(행렬식), Inverse Matrix(μ—­ν–‰λ ¬) 깊게 μ΄ν•΄ν•˜κΈ° 2023-12-13 18:48:49 2024-05-16 23:31:01 x
μ†Œν”„νŠΈμ›¨μ–΄ κΌ°λŒ€ κ°•μ˜ [μ„ ν˜•λŒ€μˆ˜]_03. Matrix(ν–‰λ ¬) κΈ°λ³Έμ—°μ‚°(ν–‰λ ¬μ˜ λ§μ…ˆκ³Ό κ³±μ…ˆ), κ°€μš°μŠ€-쑰던 μ†Œκ±°λ²• 2023-12-13 11:52:51 2024-05-16 23:31:01 x