 kindhi vachanam nundi andimchabadina paryavekshinchabade yantra abhyasa samasyanu parishkarinchadaaniki dasalanu sangrahinchandi 
 paryavekshinchabade abhyasam yokka ichina samasyanu parishkarinchadaaniki ,  kindhi dasalanu cheeyavalasi umtumdi :

 sikshnhaa udaaharanala rakanni nirnayinchandi .  maredhainaa chese mundhu ,  sikshnhaa sett ‌ gaaa yelanti deetaanu upayoginchaalo viniyogadaru nirnayinchukovali .  chetivraata visleshana vishayamlo ,  udaharanaku ,  idi ooka chetivraata aksharam ,  porthi chetito vraasina padm ,  chetivraata yokka porthi vakyam ledha chetivraata yokka porthi paeraa kaavachhu .
 sikshnhaa samitini sekarinchandi .  sikshnhaa sett function yokka vaasthava - prapancha viniyogaaniki pratinidhigaa vundali .  amduvalana ,  in ‌ putt vasthuvula samithi sekarinchabadutundi mariyu human nipunula nundi ledha kolatala nundi sambandhitha avut ‌ putt ‌ lu kudaa sekarinchabadataayi .
 nerchukunna function yokka in ‌ putt pheechar praatinidhyaanni nirnayinchandi .  nerchukunna function yokka khachitatvam in ‌ putt abject elaa suuchimchabadutumdanae dhaanipai balamga aadhaarapadi umtumdi .  saadharanamga ,  in ‌ putt abject ooka pheechar wectar ‌ gaaa roopaantaram chenduthundi ,  idi abject yokka vivaranaatmakamaina anek lakshanaalanu kaligi umtumdi .  dimentiality yokka shaapam kaaranamgaa lakshanhaala sanka chaaala peddadiga undakudadu ;  conei avut ‌ putt ‌ nu khachitamgaa anchana veydaniki thaginantha samaachaaraanni kaligi vundali .
 nerchukunna function mariyu sambandhitha abhyasa algoritham yokka nirmaanaanni nirnayinchandi .  udaharanaku ,  inhaniir supoort - wectar machiine ‌ lu ledha desition treelanu vupayoginchadanni enchukovachhu .
 design ‌ nu porthi chaeyamdi .  saekarinchina sikshnhaa sett ‌ loo abhyasa algaritham ‌ nu amalu chaeyamdi .  konni paryavekshinchabade abhyasa algaritham ‌ laku viniyogadaru nirdishta niyanthrana paaraamitulanu gurtimchadam avsaram .  sikshnhaa samithi yokka upasamiti  ( dhruveekarana sett ani pilustharu ) pai paniteerunu optimise cheeyadam dwara ledha crosse dhruveekaranha dwara yea paaraamitulanu sardubatu cheyavachu .
 nerchukunna function yokka khachitatvanni anchana veyandi .  paramiti sardubatu mariyu abhyasam tarwata ,  phalita function yokka paniteerunu sikshnhaa sett nundi vaerugaa unna test sett ‌ loo kolavali .
 paryavekshinchabade abhyasam yokka ichina samasyanu parishkarinchadaaniki krindhi dasalanu upayoginchandi :
1.  sikshnhaa udaaharanala rakanni nirnayinchandi ,
2.  sikshnhaa samitini sekarinchandi .
3.  nerchukunna function yokka in ‌ putt pheechar praatinidhyaanni nirnayinchandi .
4.  nerchukunna function mariyu sambandhitha abhyasa algoritham yokka nirmaanaanni nirnayinchandi .
5.  saekarinchina sikshnhaa sett ‌ loo abhyasa algorithamnu amalu chaeyamdi .
6.  nerchukunna function yokka khachitatvanni anchana veyandi .