Uburyo bwiza bwo gukora ibarurishamibare: Ibikoresho (mu buryo bumwe) bituma imibare igabanuka cyane

Wigeze ufungura urupapuro rw'ubushakashatsi, ukareba mu mwobo, ukumva imitsi yawe irahindagurika ikareka gukora? Ni kimwe. Waba urimo ushakisha amakuru y’ubushakashatsi, uhishe mu isesengura ry’ibigo, cyangwa ugerageza gusa gusesengura ibyavuye mu bushakashatsi bisa n’imbyino zisobanura kuruta amakuru nyayo - igikoresho gikwiye cya AI gishobora (kandi rimwe na rimwe kigakora) gutuma imibare yumva ko ari yo ishoboka. Ntabwo ari ibintu bishimishije, byanze bikunze. Ariko birahari.

Hasi hari ibikoresho bishyushye bisobanuye akajagari. Bimwe ni byiza. Bimwe ni bibi. Umwe cyangwa babiri bumva bashaka gukoresha TI-83 ifite imiterere ya God. Ariko byose birakora - ku muntu.

Ingingo ushobora gukunda gusoma nyuma y'iyi:

🔗 AI nziza yo gukina imikino: Ese Pundit AI ishobora kugufasha?
Ongera ingamba zawe zo gukina ukoresheje amakuru ashingiye ku makuru.

🔗 Ni iyihe AI ​​nziza kurusha izindi mu mibare?
Suzuma ibikoresho byiza bya AI mu gukemura ibibazo bikomeye by'imibare.

🔗 Ubumenyi bw'amakuru n'ubwenge bw'ubukorano: Ahazaza
Uburyo ubuhanga bwo gukora imibonano mpuzabitsina n'ubumenyi bw'amakuru biyobora udushya two mu ikoranabuhanga rishya.

📈 Igikoresho cyiza cyo gukoresha ibarurishamibare mu gukora isuzumabumenyi (AI) ni

Reka tugabanye ibintu bidasanzwe. Igikoresho cy'imibare ikomeye ntigikeneye kwambara ikanzu. Gikeneye gusa:

• Gufata ubwoko butandukanye bw'amakuru nta gushonga.

• Sobanura neza icyo ikora (byaba byiza mu Cyongereza).

• Tanga amashusho akora ibirenze gusa kugaragara neza mu kiganiro.

• Ntugatekereze ko ufite impamyabumenyi y'ikirenga mu mibare cyangwa igihe cyo kuyihabwa.

• Jya uhenda cyane. Cyangwa se byibuze ntuhende "kugurisha impyiko".

Kandi, amanota y'inyongera niba kuyakoresha bitameze nk'igihano.

📊 Urutonde: Ibikoresho bya AI bikwiriye amakuru yawe

🧬 IBM SPSS: Iracyari umugeri, Iracyari inyamaswa

SPSS ni nk'umwarimu wawe wa kera w'ibarurishamibare - irarakara, irateye ubwoba, ariko iteye ubwoba cyane. Ntabwo igerageza kugutangaza; irahuze cyane mu gukora imibare ikomeye.

Imbaraga:

• Ikora ku buryo bugoye bwo gukora ibishushanyo nk'aho ari umukino wa Sudoku

• Inyandiko zirambuye cyane (zirenze urugero rw'imipaka)

• Yubatswe ku gipimo

Intege nke:

• Bisa nkaho ukoresha Windows XP

• Ntabwo bihendutse. Ndetse nta na gato.

Ariko se, niba urimo gukora ubushakashatsi bwemewe? Iki kintu ni ikintu gikomeye.

📓 JASP: Ku bantu bashaka imibare nta mutwe

JASP yumva ari nk'aho umuntu yateguye porogaramu y'imibare ku bantu nyabo. UI ntoya, nta porogaramu ikenewe, kandi yerekana ibisubizo byawe uko ugenda . Tekereza ibyo.

• Sukura aho uhurira no gukurura no kurekura

• Inkunga yubatswemo y’uburyo bwa Bayesian (inyongera y’ubuhanga)

• Ibisohoka mu gihe nyacyo bitaguca intege

Ntabwo biteguye gukora imishinga, ahubwo ni ku banyeshuri, abashakashatsi basanzwe, cyangwa hari umuntu ufite ubwivumbure kuri SPSS? Intsinzi yose.

👨💻 ChatGPT + Python: Niba ukunda akajagari n'ububasha

Guhuza ChatGPT na Python ni nko kugira umupfumu w’ibarurishamibare mu mufuka wawe - ariko umupfumu rimwe na rimwe yibagirwa aho yasize inkoni ye.

Impamvu iteye ubwoba:

• Andika icyo ushaka → reba kode ishobora gukoreshwa

• Ishyigikira NumPy, SciPy, pandas, n'ibindi byiza byose

• Irasobanura. Ahanini. Ubwoko bwa.

Icyitonderwa: Ugomba gushaka kwiga. Cyangwa se usanzwe ubizi. Ni imbaraga, ariko ntabwo ari plug-and-play.

🚀 DataRobot: Kanda buto, wakire amakuru (kimwe na kimwe)

Niba umukoresha wawe ashaka ko ejo hazaza haboneka imashini itegura ibintu, kandi ukaba urimo gukoresha ifu y'ikawa, DataRobot ni yo nzira yo kwihisha. Ikoranabuhanga ryuzuye, nta kurira cyane.

• Udupapuro tw'amadashibodi duto

• Inyubako y'icyitegererezo idafite kode (mu by'ukuri)

• Ubufasha ku bakiliya bugezweho

Ariko uzishyura amahirwe. Kandi bishobora kumera nk'agasanduku k'umukara - ibisubizo biraza, ibitekerezo biraza, ibisobanuro nta kundi.

🥇 Gretl: Ni mbi cyane, ni nziza cyane

Gretl isa nkaho yagenze kuva mu 1997, ariko ntukareke ibyo bikubeshya. Inzobere mu by'ubukungu zirabyizera - kandi si ukubera ko ari ubuntu gusa.

• Ni byiza cyane ku ruhererekane rw'igihe no gusubira inyuma

• Ifite uburemere bworoshye cyane

• Biracyakomeje, biratangaje

Uzabikunda cyangwa wiruke uvuza induru. Nta hantu ho hagati.

📉 Ubushakashatsi ku bibazo: Kubera ko amakuru y'ubushakashatsi ari abantu

Q yagenewe abashakashatsi ku isoko, bivuze ko isobanukiwe ko "amakuru" yawe mu by'ukuri ari ibibazo ijana na kimwe cya kabiri by'ibisubizo n'ibisubizo by'imyandikire.

• Isesengura ry'inyandiko = ntabwo ari ribi

• Ihuzwa na PowerPoint (clutch yo gufatira raporo)

• Ibizamini by'imibare bidasaba Google

Igiciro cyo mu rwego rwo hagati, ariko se kizigama igihe? Birakwiye niba utuye muri SurveyMonkey spreadsheets.

🤔 None se ni iyihe "nziza"?

Mu by'ukuri? Biterwa n'isi yawe ntoya idasanzwe:

• Kwiga gusa cyangwa kwiga muri kaminuza? - JASP cyangwa Gretl.

• Isesengura ry'ibigo? - SPSS cyangwa DataRobot.

• Uzi kode? - ChatGPT + Python.

• Gukora ubushakashatsi no kwamamaza? - Ubushakashatsi bwa Q.

Nta na kimwe muri ibi gikoresho gitunganye. Ariko nibura kimwe muri byo kizakurinda kuva muri Excel saa mbiri za mu gitondo.

🌟 Koresha ibitaguhungabanya ubwonko

Imibare iragoye. Byakagombye kuba ari byo. Ariko igikoresho gikwiye cya AI gihindura "WTF ni heteroskedasticity" kikahinduka "Ah, ibyo nanone."

Hitamo ivuga ururimi rwawe - kode, gukurura no kugabanya, kuvuga isoko, n'ibindi byose - hanyuma ubireke bigufashe.

Nsezeranya ko uzahagarika gukora ibizamini bya z n'intoki. Mu by'ukuri. Ibyo ni ibya kera cyane.

Shaka ubuhanga bwa AI bugezweho mu iduka ryemewe rya AI Assistant Store

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