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Gii thiu v cc m hnh ngu nhin v phng php suy din, phn tch thng k
An excellent training about Math
L thuyt xc sut thng k
Ti sao cn hc xc sut thng k?Mi th xung quanh ta gn vi s ngu nhin: Dch bnh, thin tai, bo him, th trng ti chnh. Th gii ngy nay cha ng ngun d liu khng l cha c khai ph: S liu ln t facebook, google, thng mi in t. khai ph c ngun d liu khng l ny nhm a ra d bo, quyt nh, vic hiu bit v m hnh xc sut v suy din thng k ng vai tr rt quan trng. Ton hc v m hnh thng k s ng mt vai tr ngy cng quan trng trong k nguyn 4.0, khi m vic xy dng cc m hnh t ng ha, tr tu nhn to i hi k nng xy dng m hnh d bo t s liu c sn. y l tin c bn p dng vo cc mn hc nh kinh t lng, hc my (Machine learning)v khoa hc s liu (Data science).Mn hc ny hu ch nh vy, nhng vic ch trng qu nhiu vo l thuyt s lm cho n tr nn rt kh khan. Kha hc ny mun bin XSTKtr nn d dng hn v thm ch l mt mn hc th v tm hiu. Hy vng cc bn s c nhng khonh khc:”A-ha”, “Th ra vy” khi theo di bi ging.c bit, kha hc s khng qu ch trng vo phn ton hc, m mi cng thc s u c din gii ngha v gii thch r rng. Vic p dng ton hc vo gii bi tp s c hng dn chi tit trong bi ging. Cc ni dung chnh bao gm:- Xc sut: Tnh ton xc sut, xc sut c iu kin v nh l Bayes, s c lp xc sut, hm phn phi xc sut ri rc v lin tc, lut s ln v nh l gii hn trung tm- Thng k m t:Cc phng php m t s liu c bn, t a ra c c trng ca s liu, phc v phn tch- Thng k suy din: Phng php suy din thng k a ra kt lun v c lng ca s liu, gm c c lng khong tin cy v kim nh gi thuyt thng k.nh kha hc: Werner Kratz trn Flickr (CC BY 2.0)
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