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\ub525\ub7ec\ub2dd\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc801\uc808\ud55c \ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc120\ud0dd\ud558\uace0 \ud65c\uc6a9\ud558\ub294 \uac83\uc740 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uacb0\uc815\uc9d3\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \ubcf8 \ubb38\uc11c\uc5d0\uc11c\ub294 \ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc8fc\uc694 \uc720\ud615\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ud2b9\ud788 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc640 \uc13c\uc11c \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uae4a\uc774 \uc788\ub294 \uc124\uba85\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub7ec\ud55c \ub370\uc774\ud130\uc14b\uc744 \uc5b4\ub514\uc11c \uad6c\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud55c \uc815\ubcf4\ub3c4 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

1. \ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc8fc\uc694 \uc720\ud615<\/h2>\n
\ud559\uc2b5\uc6a9 \ub370\uc774\ud130\ub294 \ud06c\uac8c \uc9c0\ub3c4 \ud559\uc2b5, \ube44\uc9c0\ub3c4 \ud559\uc2b5, \uac15\ud654 \ud559\uc2b5 \ub4f1\uc73c\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc720\ud615\uc740 \ub370\uc774\ud130\uc758 \uad6c\uc131\uacfc \uc0ac\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \ub2e4\ub974\uac8c \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

1.1 \uc9c0\ub3c4 \ud559\uc2b5<\/h3>\n
\uc9c0\ub3c4 \ud559\uc2b5\uc740 \uc785\ub825 \ub370\uc774\ud130\uc640 \uadf8\uc5d0 \uc0c1\uc751\ud558\ub294 \ucd9c\ub825 \ub370\uc774\ud130(\uc815\ub2f5)\uac00 \uc8fc\uc5b4\uc9c0\ub294 \ud559\uc2b5 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ubd84\ub958(Classification)\uc640 \ud68c\uadc0(Regression) \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774\uba54\uc77c \uc2a4\ud338 \ud544\ud130\ub9c1, \uae08\uc735 \uc608\uce21 \ub4f1\uc774 \uc774\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/p>\n

1.2 \ube44\uc9c0\ub3c4 \ud559\uc2b5<\/h3>\n
\ube44\uc9c0\ub3c4 \ud559\uc2b5\uc740 \uc785\ub825 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc815\ub2f5\uc774 \uc8fc\uc5b4\uc9c0\uc9c0 \uc54a\ub294 \uacbd\uc6b0\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uc228\uaca8\uc9c4 \ud328\ud134\uc774\ub098 \uad6c\uc870\ub97c \ucc3e\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1(Clustering)\uacfc \ucc28\uc6d0 \ucd95\uc18c(Dimensionality Reduction) \uae30\ubc95\uc774 \uc774 \ubc94\uc8fc\uc5d0 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

1.3 \uac15\ud654 \ud559\uc2b5<\/h3>\n
\uac15\ud654 \ud559\uc2b5\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uace0 \uadf8\uc5d0 \ub530\ub978 \ubcf4\uc0c1\uc744 \ubc1b\uc544\uac00\uba70 \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uac8c\uc784 AI, \ub85c\ubd07 \uacf5\ud559 \ub4f1\uc5d0\uc11c \uc8fc\ub85c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

2. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130<\/h2>\n
\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc2dc\uac04\uc758 \ud750\ub984\uc5d0 \ub530\ub77c \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub85c, \uacfc\uac70\uc758 \uac12\uc744 \uae30\ubc18\uc73c\ub85c \ubbf8\ub798\uc758 \uac12\uc744 \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc8fc\uac00, \uae30\ud6c4 \ubcc0\ud654, \ud310\ub9e4\ub7c9 \ub4f1\uc774 \uc774\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/p>\n

2.1 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \ud2b9\uc9d5<\/h3>\n
\n
\uc2dc\uac04 \uc758\uc874\uc131:<\/strong> \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc2dc\uc810 \uac04\uc758 \uc758\uc874\uc131\uc744 \uac00\uc9d1\ub2c8\ub2e4. \uc989, \ud604\uc7ac\uc758 \uac12\uc740 \uc774\uc804\uc758 \uac12\uc5d0 \uc758\ud574 \uc601\ud5a5\uc744 \ubc1b\uc2b5\ub2c8\ub2e4.<\/li>\n
\uacc4\uc808\uc131:<\/strong> \ub370\uc774\ud130\uc5d0\uc11c \ud2b9\uc815 \uacc4\uc808\uc774\ub098 \uc8fc\uae30\uc5d0 \ub530\ub77c \ubc18\ubcf5\ub418\ub294 \ud328\ud134\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc5f0\uac04 \ud310\ub9e4\ub7c9 \ub370\uc774\ud130\ub294 \uc5f0\ub9d0\uc5d0 \uc99d\uac00\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/li>\n
\ucd94\uc138:<\/strong> \uc7a5\uae30\uc801\uc73c\ub85c \ub370\uc774\ud130\uac00 \uc99d\uac00\ud558\uac70\ub098 \uac10\uc18c\ud558\ub294 \uacbd\ud5a5\uc744 \ubcf4\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubbf8\ub798\uc758 \ubc29\ud5a5\uc131\uc744 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2.2 \uc2dc\uacc4\uc5f4 \uc608\uce21 \ubaa8\ub378<\/h3>\n
\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uac00\uc9c0 \uc608\uce21 \ubaa8\ub378\uc774 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub294 \ubaa8\ub378\ub85c\ub294 ARIMA, SARIMA, LSTM \ub124\ud2b8\uc6cc\ud06c \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc5d0 \ub9de\ucdb0 \uc120\ud0dd\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
2.3 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc14b \ud655\ubcf4<\/h3>\n
\ub2e4\uc591\ud55c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc14b\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud574 \uba87 \uac00\uc9c0 \uc720\uc6a9\ud55c \ub9ac\uc18c\uc2a4\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4:<\/p>\n
\n
Kaggle<\/a>: \ub9e4\uc6b0 \ub2e4\uc591\ud55c \ub370\uc774\ud130\uc14b\uc774 \uc788\uc73c\uba70, \uc0ac\uc6a9\uc790\uac00 \uc81c\ucd9c\ud55c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
Statista<\/a>: \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0 \ub300\ud55c \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc640 \ud1b5\uacc4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n
MacroTrends<\/a>: \uc7ac\ubb34 \ubc0f \uacbd\uc81c \ub370\uc774\ud130\uc758 \uc2dc\uacc4\uc5f4\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3. \uc13c\uc11c \ub370\uc774\ud130<\/h2>\n
\uc13c\uc11c \ub370\uc774\ud130\ub294 \ubb3c\ub9ac\uc801 \ud658\uacbd\uc5d0\uc11c \uc218\uc9d1\ub41c \uc815\ubcf4\ub97c \uc758\ubbf8\ud558\uba70, IoT(\uc0ac\ubb3c\uc778\ud130\ub137)\uc640 \uad00\ub828\ub41c \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc628\ub3c4, \uc2b5\ub3c4, \uac00\uc18d\ub3c4, \uc704\uce58 \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\ub85c \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n
3.1 \uc13c\uc11c \ub370\uc774\ud130\uc758 \ud2b9\uc9d5<\/h3>\n
\n
\uc2e4\uc2dc\uac04 \ub370\uc774\ud130:<\/strong> \uc13c\uc11c \ub370\uc774\ud130\ub294 \uc885\uc885 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ub418\uba70, \uc774\ub85c \uc778\ud574 \uc9c0\uc18d\uc801\uc778 \ub370\uc774\ud130 \ud750\ub984\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n
\ub2e4\uc591\uc131:<\/strong> \ub2e4\uc591\ud55c \uc13c\uc11c \ubc0f \uc7a5\uce58\uc5d0\uc11c \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub294 \uc11c\ub85c \ub2e4\ub978 \ud615\uc2dd\uacfc \uc8fc\uae30\ub97c \uac00\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ub178\uc774\uc988:<\/strong> \uc13c\uc11c \ub370\uc774\ud130\ub294 \uce21\uc815\uc624\ucc28\uc640 \ub178\uc774\uc988\uc758 \uc601\ud5a5\uc744 \ubc1b\uc744 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ucc98\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3.2 \uc13c\uc11c \ub370\uc774\ud130\uc758 \uc751\uc6a9<\/h3>\n
\uc13c\uc11c \ub370\uc774\ud130\ub294 \ub2e4\uc591\ud55c \uc751\uc6a9\ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4:<\/p>\n
\n
\uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0:<\/strong> \uad50\ud1b5 \ud750\ub984, \uacf5\uae30 \uc9c8, \uae30\uc0c1 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \ub3c4\uc2dc \uad00\ub9ac \ubc0f \uacc4\ud68d\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n
\ud5ec\uc2a4\ucf00\uc5b4:<\/strong> \uc6e8\uc5b4\ub7ec\ube14 \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \uc218\uc9d1\ub41c \uc2ec\ubc15\uc218, \uac78\uc74c \uc218 \ub4f1\uc758 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uac74\uac15 \uad00\ub9ac\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
\uc0b0\uc5c5 \uc790\ub3d9\ud654:<\/strong> \uc81c\uc870\uc5c5\uc5d0\uc11c \uae30\uacc4\uc758 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc720\uc9c0\ubcf4\uc218\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3.3 \uc13c\uc11c \ub370\uc774\ud130\uc14b \ud655\ubcf4<\/h3>\n
\uc13c\uc11c \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\ub294 \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc720\uc6a9\ud55c \ub370\uc774\ud130\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \uc6f9\uc0ac\uc774\ud2b8\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4:<\/p>\n
\n
Kaggle<\/a>: \ub2e4\uc591\ud55c \uc13c\uc11c \ub370\uc774\ud130\uc14b\uc744 \uac80\uc0c9\ud558\uace0 \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
OpenDataSoft<\/a>: \uacf5\uacf5 \ub370\uc774\ud130 \ubc0f \uc13c\uc11c \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ub370\uc774\ud130\uc14b\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n
NASA Earth Data<\/a>: \ub2e4\uc591\ud55c \ud658\uacbd \uc13c\uc11c \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4. \uacb0\ub860<\/h2>\n
\ub525\ub7ec\ub2dd \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \uc0ac\uc6a9\ub418\ub294 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ud06c\uac8c \uc88c\uc6b0\ub429\ub2c8\ub2e4. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc640 \uc13c\uc11c \ub370\uc774\ud130\ub294 \ud604\ub300 \uae30\uc220\uc5d0\uc11c \uc810\ucc28 \uc911\uc694\uc131\uc774 \ucee4\uc9c0\uace0 \uc788\ub294 \ub370\uc774\ud130 \uc720\ud615\uc774\uba70, \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \ub370\uc774\ud130 \uc720\ud615\uc758 \ud2b9\uc131\uc744 \uc798 \uc774\ud574\ud558\uace0, \ubaa9\uc801\uc5d0 \ub9de\ub294 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc704\uc5d0\uc11c \uc18c\uac1c\ud55c \uacf5\uac1c\ub41c \ub370\uc774\ud130\uc14b\ub4e4\uc744 \ud1b5\ud574 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \ud655\ubcf4\ud558\uace0, \ubcf4\ub2e4 \ub098\uc740 \ubaa8\ub378\uc744 \uad6c\ud604\ud574\ubcf4\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
\ucc38\uace0 \ubb38\ud5cc \ubc0f \ucd94\uac00 \uc790\ub8cc<\/h2>\n
\n
Deep Learning for Time Series Forecasting – O’Reilly<\/a><\/li>\n
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow<\/a><\/li>\n
Time Series Analysis in Python – Towards Data Science<\/a><\/li>\n<\/ul>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ub525\ub7ec\ub2dd\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc801\uc808\ud55c \ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc120\ud0dd\ud558\uace0 \ud65c\uc6a9\ud558\ub294 \uac83\uc740 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uacb0\uc815\uc9d3\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \ubcf8 \ubb38\uc11c\uc5d0\uc11c\ub294 \ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc8fc\uc694 \uc720\ud615\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ud2b9\ud788 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc640 \uc13c\uc11c \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uae4a\uc774 \uc788\ub294 \uc124\uba85\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub7ec\ud55c \ub370\uc774\ud130\uc14b\uc744 \uc5b4\ub514\uc11c \uad6c\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud55c \uc815\ubcf4\ub3c4 \uc81c\uacf5\ud569\ub2c8\ub2e4. 1. \ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc8fc\uc694 \uc720\ud615 \ud559\uc2b5\uc6a9 \ub370\uc774\ud130\ub294 … \ub354 \ubcf4\uae30 “\ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc8fc\uc694 \uc720\ud615, \uc2dc\uacc4\uc5f4 \ubc0f \uc13c\uc11c \ub370\uc774\ud130\uc14b”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[199],"tags":[],"class_list":["post-39691","post","type-post","status-publish","format-standard","hentry","category-199"],"yoast_head":"\n\ud559\uc2b5\uc6a9 \ub370\uc774\ud130\uc758 \uc8fc\uc694 \uc720\ud615, \uc2dc\uacc4\uc5f4 \ubc0f \uc13c\uc11c \ub370\uc774\ud130\uc14b - 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