Video: Puas muaj programming hauv cov ntaub ntawv tshawb fawb?
2024 Tus sau: Lynn Donovan | [email protected]. Kawg hloov kho: 2023-12-15 23:47
Koj yuav tsum muaj kev paub txog programming Cov lus zoo li Python, Perl, C / C ++, SQL, thiab Java-nrog Pythonbe yog hom lus coding feem ntau xav tau hauv datascience luag hauj lwm. Programming Cov lus pab koj ntxuav, zaws, thiab teeb tsa cov txheej txheem tsis tsim nyog cov ntaub ntawv.
Tom qab ntawd, ib tus tuaj yeem nug, hom lus twg yog siv hauv cov ntaub ntawv tshawb fawb?
Kev tshawb fawb tsis ntev los no ntawm ze li ntawm 24,000 cov ntaub ntawv Cov kws tshaj lij los ntawm Kaggle tau qhia tias Python, SQL thiab R yog cov neeg nyiam tshaj plaws programming lus . Qhov nrov tshaj plaws, byfar, yog Python (83% siv ). Tsis tas li ntawd, 3 ntawm 4 cov ntaub ntawv cov kws tshaj lij pom zoo tias xav tau cov kws tshawb fawb kawm Python ua ntej.
Ib tug kuj nug, koj puas tuaj yeem ua tus kws tshawb fawb cov ntaub ntawv yam tsis muaj coding? Txawm li cas los xij, vim tias xav tau ntau tshaj qhov khoom, cov tuam txhab feem ntau ntiav cov tib neeg tsis muaj kawm tiav degree. Yog li ntawd thaum koj tsis tas yuav tsum tau kawm tiav qib siab, koj ua xav tau kev txawj ntse. Muaj peb lub ntsiab cov ntaub ntawv science kev txawj ntse: txheeb cais, programming , thiab kev paub txog kev lag luam.
Ib yam li ib tug yuav nug, yog cov ntaub ntawv tshawb fawb zoo dua li kev ua haujlwm?
Qhov txawv ntawm qhov tseem ceeb Data Science vs SoftwareEngineering Cov ntaub ntawv science pab kom txiav txim siab ua lag luam zoo los ntawm kev ua thiab tshuaj xyuas cov cov ntaub ntawv ; whereassoftware engineering ua rau cov khoom tsim kev tsim kho. Cov ntaub ntawv science yog tsav los ntawm cov ntaub ntawv ; softwareengineering yog tsav los ntawm cov neeg siv kawg xav tau.
Python siv li cas hauv cov ntaub ntawv tshawb fawb?
Python yog lus haib. Python yog siv los ntawm programmers uas xav delve rau cov ntaub ntawv tsom xam lossis siv cov txheej txheem txheeb cais (thiab los ntawm cov dev uas tig mus rau cov ntaub ntawv science ) Muaj ntau ntau Python scientific pob khoom rau cov ntaub ntawv visualization, tshuab kawm, natural language processing, complex cov ntaub ntawv tsom xam thiab lwm yam.
Pom zoo:
Kuv puas xav tau daim ntawv kawm tiav los ua tus kws tshawb fawb cov ntaub ntawv?
Txhawm rau dhau los ua tus kws tshawb fawb cov ntaub ntawv, koj tuaj yeem tau txais daim Bachelor's degree hauv Computer science, Socialsciences, Physical sciences, thiab Statistics. Qhov tseeb yog, cov kws tshawb fawb feem ntau muaj Master's degree lossis Ph. D thiab lawv kuj tau txais kev cob qhia online los kawm cov txuj ci tshwj xeeb zoo li siv Hadoop lossis Big Data querying
Dab tsi yog cov tshuab tshawb nrhiav uas tshawb nrhiav lwm lub tshuab tshawb fawb?
Txhawm rau pib tawm ntawm peb txoj kev tshawb nrhiav taug txuj kev nyuaj, cia saib qee qhov kev tshawb fawb dav dav tshaj qhov peb sab saum toj. DuckDuckGo. Kev txhawj xeeb txog kev ceev ntiag tug hauv online? Nrhiav Encrypt. Nrhiav rau lwm txoj rau DuckDuckGo? Ecosia. Xav tau tsob ntoo cog thaum koj tshawb nrhiav? Dogpile. Blekko. WolframAlpha. Gigablast. Facebook Nrhiav
Dab tsi yog tus lej ncaj qha uas yuav tsum raug tshem tawm ntawm cov ntaub ntawv tshawb fawb kom ua raws li kev siv cov ntaub ntawv txwv?
Cov ntaub ntawv qhia ncaj qha hauv qab no yuav tsum raug tshem tawm rau PHI kom tsim nyog raws li cov ntaub ntawv txwv: (1) Cov npe; (2) Cov ntaub ntawv chaw nyob xa ntawv, tsis yog lub nroog lossis nroog, xeev, thiab ZIP code; (3) xov tooj; (4) fax xov tooj; (5) email chaw nyob; (6) social security naj npawb; (7) cov ntaub ntawv kho mob; (8) kev npaj kho mob
Dab tsi yog phau ntawv txhais lus cov ntaub ntawv hauv kev tshawb fawb?
Cov Ntaub Ntawv Txhais Lus Txhais Lus Phau Ntawv Qhia Cov Ntaub Ntawv yog ib phau ntawm cov npe, cov ntsiab lus, thiab cov yam ntxwv ntawm cov ntaub ntawv uas tau siv los yog ntes hauv cov ntaub ntawv, cov ntaub ntawv xov xwm, lossis ib feem ntawm qhov kev tshawb fawb. Ib phau ntawv txhais lus cov ntaub ntawv tseem muab cov metadata txog cov ntaub ntawv
Dab tsi ntawm cov hauv qab no yog cov txheej txheem kev tshuaj xyuas cov ntaub ntawv hauv kev tshawb fawb zoo?
Cov txheej txheem kev txheeb xyuas cov ntaub ntawv feem ntau siv yog: Kev tsom xam cov ntsiab lus: Qhov no yog ib txoj hauv kev zoo tshaj plaws los tshuaj xyuas cov ntaub ntawv zoo. Kev txheeb xyuas cov lus piav qhia: Txoj kev no yog siv los txheeb xyuas cov ntsiab lus los ntawm ntau qhov chaw, xws li kev xam phaj ntawm cov neeg teb, kev soj ntsuam los ntawm thaj chaw, lossis kev tshawb fawb