Njira yophunzirira masamu ndi sayansi ya data dudvstud


Lembetsani, ndizosangalatsa! πŸ˜‰

Zinachitika bwanji?

Nditadutsa njira yovuta kuchokera kwa womaliza maphunziro a Faculty of Radiophysics, kudzera mwa wogwira ntchito ku bungwe la sayansi ya boma, mphunzitsi wa maphunziro apadera a wolemba pa alma mater omwe ndimawakonda, potsiriza ndinakhala wantchito wolemekezeka wa R & D dipatimenti ya kwambiri. zoyambira bwino m'munda wa augmented real. Banuba.

Kampani yabwino, ntchito zabwino, ndandanda yotanganidwa, mikhalidwe yabwino komanso malipiro ... koma mutagwira ntchito ku bungwe lofufuza, muli kuti mukukhala mu labotale ndi anthu omwe sali ophunzitsidwa bwino masamu omwe amamvetsetsa bwino za chidziwitso chanu, zidakhala zovuta kulumikizana ndi omwe si masamu. Mumawauza zinthu zooneka ngati zosavuta komanso zoonekeratu, monga "kodi mwayang'ana deta ya kugonana kwa amuna okhaokha?", Ndipo amakufunsani kuti musadzifotokozere pamaso pa atsikana. Ndipo chiphunzitso changa sichinandilole kuti ndipite ... Mwachidule, ndinakhala wochita nawo mbali mu kugawana nzeru zamakampani. Ndipo panthawi ina ndinayamba kuphunzitsa kagulu kakang’ono ka masamu.

Panthawi imeneyi, anyamatawo "amaliza maphunziro".

Njira yophunzirira masamu ndi sayansi ya data dudvstud

Zachidziwikire, sanakhalebe asayansi a data mu R&D, koma zakhala zosavuta kwa iwo kumvetsetsa zomwe akatswiri a masamu akunena m'chilankhulo chawo. Ngati angafune, atha kupitiliza kuphunzira paokha kapena kudzera pamaphunziro amakanema. Ntchito yayikulu, yomwe, zikuwoneka kwa ine, idathetsedwa bwino m'maphunziro athu, ndikuwonetsa anthu kuti masamu sali ovuta komanso owopsa monga momwe amawonekera poyamba. Mukungoyenera kuzolowera njira inayake yoganizira: kumasula maunyolo amalingaliro omveka.

Anabwera kwa ine...

Winawake adapereka zolemba zanga ndi mapasiwedi kwa Lex kuchokera panjira ITBeardπŸ™‚
Zotsatira zake, ine, katswiri wosavuta wa ntchito zamaganizidwe, mosayembekezereka ndinakhala ngwazi yachiwembu panjira yabwinoyi!


Panali ndemanga, panali mafunso ... Zinapezeka kuti anthu ali ndi chidwi ndi masamu. Zinapezeka kuti anthu angafune kuphunzira (nthawi zambiri, ndikuganiza, kubwereza zomwe adaphunzira kale :)).

Poyamba, sindikanapanga vidiyo yamabulogu pa masamu, ndinaganiza zongojambula mavidiyo kwa iwo omwe adaganiza zoyamba kudziphunzitsa.


Koma patapita nthawi ndinazindikira kuti ndikufuna izi! Ndipo ndinaganiza kuti ndisakane chikhumbo changa chosakhutira chophunzitsa :)

du/dv chithunzi

Njirayi ikanayamba kukhalapo masabata a 2 m'mbuyomo, ngati sizinali zovuta ndi kuyatsa ... Popeza ndimajambula mavidiyo madzulo, ndikusowa kuwala kwamphamvu kwamphamvu. Ndipo popeza kunalibe ndalama zogulira zida zaukatswiri, ndinafunikira kukonza zoyatsira zoyatsira kuchokera ku zinyalala. Ndipo ikani mababu ambiri pamenepo. Ndipo zidakhala zosokoneza. Zinapezeka kuti kuchuluka kwa magwero owunikira kumapanga mithunzi yambiri :) Koma tidatha kuwongolera mapangidwewo kuti akhale opanda mthunzi mwa kungosintha magwero a mfundo ndi mizere.

Ndiye chaneliyo ndi yotani?

Kanemayo ali ndi nkhani zazifupi (mpaka mphindi 20).
Padzakhala zigawo zazikulu za 3 zonse: A) masamu, B) kukonza ndi kusanthula deta (padzakhalanso za kukonza zithunzi) ndi C) kuphunzira makina.

Magawo B) ndi C) adzapatsidwa maphunziro okhudza kugwiritsa ntchito ma algorithms ophunziridwa mu Python, pogwiritsa ntchito NumPy, ScikitLearn, Pandas, ndi zina zambiri.

Gawo la masamu lidzaphatikizapo maziko onse a masamu omwe ali ofunikira pa magawo B) ndi C), kuyambira pachiyambi. Popeza ndikulengeza kuti masamu amapezeka kwa aliyense, tiyamba ndi kubwereza mwachidule zoyambira kwambiri.

Pakali pano (masabata 5 kuchokera pachiyambi) chipika choyamba "Introduction to Mathematics" chatha. Mu chipika ichi, ife mwachidule anabwereza maphunziro sukulu masamu, anakumbukira katundu onse madigiri, LCM, GCD, tizigawo ting'onoting'ono, chidule mafomu kuchulukitsa, etc.

Chida chachiwiri chayamba, chimaperekedwa kumaseti ndi ntchito zomveka. Masamu sali konse kuchokera mu maphunziro a sukulu, koma osati ovuta kwambiri!

Ndiyeno padzakhala zinthu zambiri zosangalatsa: kachiwiri kubwereza maphunziro a sukulu mu algebra ndi geometry, trigonometry, kusintha kosalala ku ndege yovuta, zotumphukira ndi zophatikizika, algebra liniya, kusanthula kwa spectral, ma equations osiyana, geometry yowunikira, kuthekera. chiphunzitso...

Titsatireni!

Source: www.habr.com

Kuwonjezera ndemanga