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2±³½Ã 11:30 ~ 12:30
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3±³½Ã 13:30 ~ 14:50
4±³½Ã 15:00 ~ 16:20
5±³½Ã 16:30 ~ 17:50
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ÆÄÀ̽ãÀ¸·Î ³ª¸¸ÀÇ ¹Ì´Ï꺿 ¸¸µé¾îº¸±â
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´ÜÁö if / else °¡ ¾Æ´Ï¶ó ¡®ÀΰøÁö´É¡¯ 꺿 À» ¸¸µé¾î¾ß ¡®Á¦´ë·Î¡¯ ¸¸µå´Â °ÍÀÌ¶ó ¸»ÇÒ ¼ö ÀÖ°Ú´Ù.
±×·³ ÀÌÁ¦ ¡®ÀΰøÁö´É¡¯ ¾Ë°í¸®Áò¿¡ ´ëÇؼ ÀÌÇØÇØ º¸°í,
ÆÄÀ̽㠶óÀ̺귯¸®¸¦ È°¿ëÇÏ¿© ¡®ÀΰøÁö´É¡¯ ¾Ë°í¸®Áò ±¸ÇöÇÏ´Â °ÍÀ» ¹è¿öº¸µµ·Ï ÇÏÀÚ.
- ¸Ó½Å·¯´× ¾Ë°í¸®ÁòÀ» ÀÌÇØÇÏ°í ½Ç½ÀÇØ º»´Ù.
- µö·¯´× ¾Ë°í¸®ÁòÀ» ÀÌÇØÇÏ°í ½Ç½ÀÇغ»´Ù.
- ÆÄÀ̽㠶óÀ̺귯¸® ¸¦ ÀÌÇØÇÏ°í ½Ç½ÀÇØ º»´Ù.
ÀÌ·Ð
¸Ó½Å·¯´× ½ºÅ͵𠰡À̵å -
https://goo.gl/WDNzI9
KNN (
https://goo.gl/3rn2dg)
Naive Bayes (
https://goo.gl/V6ETVP)
K-MEANS (
https://www.youtube.com/watch?v=RtE5tlTzcyY
)
Linear regression & Logistic regression (
https://goo.gl/TRoyd4)
µö·¯´× ÀÌÇØ -
https://goo.gl/0nwbGV
ÆÄÀ̽㠶óÀ̺귯¸® ÀÌÇØ ¹× ½Ç½À
Numpy
https://goo.gl/BWRVBj
http://www.numpy.org/
SciPy
https://www.scipy.org/
Pandas
http://koreangounion.or.kr/paul/study_pandas.html
http://pandas.pydata.org/index.html
Matplotlib
http://matplotlib.org/
https://www.labri.fr/perso/nrougier/teaching/matplotlib/
Scikit-Learn
http://scikit-learn.org/stable/
½Ç½À
ÆÄÀ̽㠶óÀ̺귯¸® ÀÌÇØ ¹× ½Ç½À
Numpy
SciPy
Pandas (
http://koreangounion.or.kr/paul/study_pandas.html
)
Matplotlib
Scikit-Learn
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K-MEANS ±¸ÇöÇغ¸±â
KNN ±¸ÇöÇغ¸±â
Naive Bayes ±¸ÇöÇغ¸±â
Linear regression & Logistic regression
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Á¦´ë·Î ¸¸µç´Ù´Â ¸»Àº ¹«¾ùÀΰ¡?
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±×·³ ÀÌÁ¦ ¡®ÀΰøÁö´É¡¯ ¾Ë°í¸®Áò¿¡ ´ëÇØ ¾Ë¾Æº¸°í, ÆÄÀ̽ãÀ¸·Î ¾î¶»°Ô ±¸ÇöÇÏ´ÂÁö ¹è¿öº¸ÀÚ.
ÀΰøÁö´É ¾Ë°í¸®ÁòÀº ¹«¾ùÀ» ¸»Çϴ°¡?
Å«±×¸²À» ¸ÕÀú ºÁº¼±î? ¸Ó½Å·¯´× ½ºÅ͵𠰡À̵å -
https://goo.gl/WDNzI9
´ÙÀ½ÀÇ ¾Ë°í¸®ÁòÀ» ÀÌÇØÇØ º¸°í ÆÄÀ̽ãÀ¸·Î ±¸ÇöÇغ¸ÀÚ.
KNN, K-MEANS, Naive Bayes, Linear Regressoin, Logistic Regression
º»°ÝÀûÀ¸·Î ÁøÇà¿¡ ¾Õ½á ÆÄÀ̽㠶óÀ̺귯¸® »ç¿ë¹ýÀ» ÀÍÇôº¸ÀÚ.
ÀÌÁ¦, °¢ ¸Ó½Å·¯´× ¾Ë°í¸®ÁòÀ» ÀÌÇØÇÏ°í ÆÄÀ̽㠶óÀ̺귯¸®¸¦ È°¿ëÇÏ¿© ±¸ÇöÇغ¸ÀÚ.
Numpy / SciPy / Pandas / Matplotlib / Skit-Learn
1 ±³½Ã 10:00 ~ 11:20
10:00 ~ 10:30 ¾ÆÀ̽ººê·¹ÀÌÅ· & Áö³ÁÖ ¹Ì¼Ç°ËÅä
10:30 ~ 11:00 ¸Ó½Å·¯´× ½ºÅ͵𠰡À̵å -
https://goo.gl/WDNzI9
2 ±³½Ã 11:10 ~ 12:30
11:00 ~ 12:30 Pandas / SciPy
Á¡½É 12:30 ~ 13:30
3 ±³½Ã 13:30 ~ 14:50
13:30 ~ 14:50 Matplotlib / Sckit-Learn
4 ±³½Ã 15:00 ~ 16:20
15:00 ~ 16:20 KNN / K-MEANS
5 ±³½Ã 16:30 ~ 17:50
16:30 ~ 17:50 Naive Bayes / Linear Regression / Logistic Regression
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https://goo.gl/OgdPWO