Ukubuka Kwedatha ngePython
( 30 Amamojula )

module #1
Isingeniso Sokubonwa Kwedatha
Uhlolojikelele lokuboniswa kwedatha, ukubaluleka, nokusetshenziswa

module #2
Izisekelo Ze-Python Zokubonwa Kwedatha
Ukubuyekezwa kwezisekelo ze-Python, okuhlanganisa izinhlobo zedatha, amalabhulali, ne-syntax

module #3
Isingeniso kuya ku-Matplotlib
Uhlolojikelele lwe-Matplotlib, ukufakwa, nezinhlobo zesakhiwo eziyisisekelo

module #4
Iziqephu Zomugqa Neziza ze-Scatter
Ukudala iziqephu zomugqa nokuhlakaza iziqephu nge-Matplotlib

module #5
Amashadi Amabha kanye nama-Histograms
Ukudala ibha amashadi nama-histograms ane-Matplotlib

module #6
Ukwenza ngokwezifiso Iziqephu nge-Matplotlib
Ukwenza ngendlela oyifisayo ukubukeka kwesakhiwo, amalebula, nezinganekwane nge-Matplotlib

module #7
Isingeniso ku-Seaborn
Uhlolojikelele lwe-Seaborn, ukufakwa, nezinhlobo eziyisisekelo zokubonwayo

module #8
Ukubona Ukusabalalisa nge-Seaborn
Ukubona ngeso lengqondo ukusabalalisa nge-Seaborns distplot kanye ne-jointplot

module #9
I-Visualizing Categorical Data with Seaborn
Ukubona ngeso lengqondo idatha yesigaba nge-Seaborn countplot kanye neziqephu zezigaba

module #10
I-Visualizing Regression Analysis with Seaborn
Ukubona ngeso lengqondo ukuhlaziya kokuhlehla nge-Seaborns lmplot kanye ne-regplot

module #11
Isingeniso ku-Plotly
Uhlolojikelele lwe-Plotly, ukufakwa, nezinhlobo eziyisisekelo zokuboniswa

module #12
I-Interactive Visualizations with Plotly
Ukudala ukubonwa okusebenzisanayo nge-Plotly

module #13
Ukubukwa kwe-3D nge-Plotly
Ukudala ukubonwa kwe-3D nge-Plotly

module #14
Ukulungiselela Idatha Yokubonwa
Ukulungiselela idatha ukuze ibonakale, okuhlanganisa ukuhlanzwa, ukuguqula, nokuhlanganisa

module #15
Umthombo Wedatha Nokuhlanganiswa
Ixhuma emithonjeni yedatha, okuhlanganisa i-CSV, i-Excel, nezizindalwazi

module #16
Izihloko Zokubona Ezithuthukisiwe
Izihloko zokubonwa ezithuthukile, ezihlanganisa ukubonwa kwe-geospatial nokugqwayiza

module #17
Izindlela Ezingcono Kakhulu Zokubonwa Kwedatha
Izindlela ezihamba phambili zedatha ukubona ngeso lengqondo, okuhlanganisa izimiso zokuklama nokuxoxa indaba

module #18
Izifundo Zezenzakalo Ekubukisweni Kwedatha
Izifundo zezenzakalo zomhlaba wangempela ekubukeni kwedatha, okuhlanganisa izibonelo nezinhlelo zokusebenza

module #19
Ukusebenza Ngedatha Enkulu kanye Nedatha Yokusakaza
Ukubona ngeso lengqondo okukhulu idatha kanye nedatha yokusakaza, okuhlanganisa amathuluzi namasu

module #20
Ithumela Ukubonwa Kwedatha
Isebenzisa ukubonwa kwedatha, okuhlanganisa izinketho zewebhu, iselula, nokuphrinta

module #21
Amathuluzi Okubona Kwedatha Okuthuthukisiwe
Isethulo sokubonwa kwedatha okuthuthukisiwe amathuluzi, okuhlanganisa i-Bokeh ne-Altair

module #22
Ukubona ngeso lengqondo Ukufunda Ngomshini
Ukubona ngeso lengqondo amamodeli okufunda omshini, okuhlanganisa ukuhlolwa kwemodeli nokubaluleka kwesici

module #23
Ukubona Kokucutshungulwa Kolimi Lwemvelo
Ukubona idatha yokucubungula ulimi lwemvelo, okuhlanganisa umbhalo kanye nokumodeliswa kwesihloko

module #24
Ukubona ngeso lesikhathi Idatha yochungechunge lwesikhathi
Ukubona idatha yochungechunge lwesikhathi, okuhlanganisa ukubikezela nokutholwa okudidayo

module #25
I-Visualization for Geographic Data
Ukubona idatha yendawo, okuhlanganisa ukumepha nokuhlaziya indawo

module #26
Amadeshibhodi Asebenzisanayo
Ukudala amadeshibhodi asebenzisanayo ngePython namalabhulali okubona kwedatha

module #27
Ukubona Kwedatha Emhlabeni Wangempela
Izinhlelo zokusebenza zomhlaba wangempela zokuboniswa kwedatha, okuhlanganisa ibhizinisi, ukunakekelwa kwezempilo, kanye nezezimali

module #28
Final Project
Iphrojekthi yokugcina, lapho abafundi basebenzisa khona amakhono okubona idatha enkingeni yomhlaba wangempela

module #29
Isithasiselo:Ukuxazulula Izinkinga Nezinsiza
Ukuxazulula izinkinga ezivamile nezinsiza ezengeziwe ukuze kuqhutshekwe nokufunda

module #30
Ukugoqwa Kwezifundo & Isiphetho
Ukuhlela izinyathelo ezilandelayo ku-Data Visualization ngomsebenzi wePython

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Ukubuka Kwedatha ngePython ( 30 Amamojula )

Umsizi Wokufunda UlimiNgosekelo Lwezwi

Ukubuka Kwedatha ngePython
( 30 Amamojula )

Umsizi Wokufunda Ulimi
Ngosekelo Lwezwi