Lowani kudziko lakusanthula deta ndi Python
Kusanthula deta kwakhala mzati wofunikira m'dziko lamakono la digito. Ndi chiwonjezeko chokulirapo cha data yomwe imapangidwa tsiku ndi tsiku, kuthekera kosanthula ndikutulutsa zidziwitso zoyenera ndikofunikira. Apa ndipamene Python, imodzi mwa zilankhulo zodziwika bwino komanso zosunthika zamapulogalamu, imafika pachithunzichi.
Maphunziro a "Yambani ndi Python pakusanthula deta" operekedwa ndi OpenClassrooms ndikuyambitsa kwathunthu kwa mphamvu ya Python pakusanthula deta. Kuyambira pachiyambi, ophunzira amakhazikika muzoyambira zamapulogalamu a Python, okhala ndi zitsanzo zenizeni komanso masewera olimbitsa thupi. Maphunzirowa akukhudza zinthu zofunika monga kulengeza zosintha, kuwongolera mitundu yosiyanasiyana, kupanga magwiridwe antchito, ndi mapulogalamu otsata zinthu.
Koma si zokhazo. Maphunzirowa amapitilira zoyambira ndikuwunika njira zapamwamba, kuphatikiza kugwiritsa ntchito ma module apadera a Python ndi malaibulale. Ophunzira adzakhalanso ndi mwayi wogwira ntchito ndi zida monga Jupyter Notebook, malo ochitira chitukuko omwe amagwiritsidwa ntchito kwambiri mu sayansi ya deta.
Mwachidule, kaya ndinu oyamba kumene kapena muli kale ndi pulogalamu, maphunzirowa ndi malo abwino olowera ku master Python ndi momwe amagwiritsira ntchito pakusanthula deta. Imakupatsirani maphunziro olimba, othandiza, akukonzekeretsani kuthana ndi zovuta zadziko la data molimba mtima komanso mwaukadaulo.
Python: Chisankho chomwe chimakondedwa kwa openda deta
Zaka za data zasintha momwe mabizinesi amapangira zisankho, kupanga zinthu ndi kulumikizana ndi makasitomala awo. Pakatikati pa kusinthaku ndi chida champhamvu: Python. Koma nchifukwa ninji chinenerochi chakhala chokondedwa cha akatswiri ndi asayansi a data padziko lonse lapansi?
Python imadziwika chifukwa cha kuphweka kwake komanso kuwerenga, kupangitsa kuphunzira ndi kukhazikitsa kukhala kosavuta, ngakhale kwa oyamba kumene. Mawu ake omveka bwino komanso achidule amathandizira kuchepetsa nthawi yachitukuko ndikuwonjezera zokolola. Kuphatikiza apo, Python imabwera ndi laibulale yayikulu yama module ndi phukusi, yopereka mayankho kunja kwa bokosi pazovuta zambiri zosanthula deta.
Chimodzi mwazamphamvu kwambiri za Python ndi gulu lake lotanganidwa komanso lochita nawo. Opanga masauzande ambiri ndi akatswiri amathandizira pafupipafupi ku Python ecosystem, kuwonetsetsa kuti chilankhulochi chikhalabe chogwirizana ndi kupita patsogolo kwaposachedwa komanso momwe sayansi ya data ikuyendera.
Maphunziro a OpenClassrooms samangokuphunzitsani mawu a Python. Zimakulowetsani muzochitika zenizeni, kukuwonetsani momwe mungagwiritsire ntchito Python kuthetsa mavuto enieni a kusanthula deta. Kaya zowonera deta, kusanthula zolosera kapena kuphunzira pamakina, Python ndiye chida chosankha.
Mwachidule, m'chilengedwe chachikulu cha kusanthula deta, Python ndi nyenyezi yowala, yowunikira njira kwa iwo omwe akufuna kusintha deta yaiwisi kukhala zidziwitso zamtengo wapatali.
Dziperekeni nokha ku tsogolo la data ndi Python
Tsogolo liri la anthu odziwa kumasulira deta. M'nkhaniyi, Python si chinenero chokonzekera; ndiye chinsinsi chotsegulira zitseko kudziko lomwe deta ndi mafuta atsopano. Koma Python ikupanga bwanji tsogolo la kusanthula deta komanso, mokulirapo, dziko la digito?
Choyamba, Python ikusintha nthawi zonse. Chifukwa cha dera lomwe likuyenda bwino, malaibulale atsopano ndi mawonekedwe ake amapangidwa pafupipafupi, kupangitsa ogwiritsa ntchito kukhala pachiwopsezo chaukadaulo. Madera monga luntha lochita kupanga, kuphunzira pamakina ndi makina opangira makina amapindula mwachindunji ndi zatsopanozi.
Kuphatikiza apo, Python ndi yosiyana kwambiri. Amagwiritsidwa ntchito pofufuza zasayansi, zachuma, malonda, ndi zina zambiri. Kusinthasintha kumeneku kumatanthauza kuti maluso omwe aphunziridwa pamaphunziro a OpenClassrooms amagwira ntchito m'mafakitale ambiri, zomwe zimapatsa luso lotha kusintha.
Pomaliza, m'dziko lomwe digito ikupita patsogolo, kuthekera kosanthula deta mwachangu komanso moyenera ndikofunikira. Python, ndi liwiro lake la kupha komanso kumasuka kuphatikizika ndi zida zina, ndiyoyenerana bwino ndi malo omwe akusintha mwachangu.
Pomaliza, kuphunzitsa mu Python pakusanthula deta kumatanthauza kuyika ndalama m'tsogolo lanu. Zimatanthawuza kudzikonzekeretsa nokha ndi luso lofunikira kuti muyang'ane molimba mtima mawonekedwe a digito a mawa, kuti agwiritse ntchito mwayi ndikukumana ndi zovuta za kusintha kwa deta.
