Learn Python Data Science Pro

ALG Software Lab

Mayelana nalolu hlelo lokusebenza

Funda iPython Data Science Pro: Math & Analytics

Isayensi yedatha eyinhloko ngePython ngokusebenzisa isifundo esiphelele sezibalo nezibalo. Idizayinelwe abasafuna ososayensi bedatha, onjiniyela bokufunda ngomshini, nabahlaziyi, lolu hlelo lokusebenza luhlinzeka ngezisekelo zezibalo ezibalulekile ngokubhala ngekhodi kwePython ngezandla.

Ozokufunda

• Uhlelo lwePython lokuhlaziya idatha nokufunda ngomshini
• I-algebra yomugqa: ama-vectors, omatikuletsheni, ama-eigenvalues ​​nokubola
• Okubalulekile kwe-Calculus: imikhawulo, okuphuma kuyo kanye nezibalo ezihlukene
• Ijiyomethri ye-3D, xhumanisa amasistimu nokuhlaziya indawo
• Izinombolo eziyinkimbinkimbi & nezibalo ezithuthukisiwe zezibalo
• Imiqondo eyinhloko yezibalo zonke izidingo zikasosayensi wedatha

Isipiliyoni Sokufunda esiphelele

• Izahluko ezihleliwe ezingu-21 ezihlanganisa zonke izisekelo zezibalo
• Imiqondo yezibalo ichazwe ngapha nangapha ngekhodi yePython
• Inkomba esheshayo yomhlahlandlela wamafomula esayensi yedatha
• Izihloko ezingu-200+ nezibonelo zokubhala amakhodi
• 200+ imibuzo interactive ukuhlola ulwazi lwakho

Izici Ezilungele Umsebenzisi

• Izindikimba ezimnyama nezikhanyayo ukuze ufunde ngokunethezeka
• Ukufunda ungaxhunyiwe ku-inthanethi - ayikho i-inthanethi edingekayo
• Sesha kuzo zonke izihloko zezibalo nezePython
• Ibhukhimakhi amafomula nemiqondo
• Isixhumi esibonakalayo esihlanzekile, esingenaziphazamiso
• Izibonelo zamakhodi anemininingwane enezincazelo

Perfect For

• Abafundi balungiselela ama-bootcamp esayensi yedatha namadigri
• Ochwepheshe abashintshela emisebenzini ye-AI/ML
• Onjiniyela be-software bafunda amakhono okuhlaziya idatha
• Abahlaziyi bebhizinisi bathuthukela ezindimeni zesayensi yedatha

Izihloko Eziyinhloko Ezihlanganisiwe

• I-Vector Basics & Projections
• Imikhiqizo yeVector
• UMatrices & Matrix Ukuwohloka
• Amasistimu Ezibalo Zemigqa
• I-2D & 3D Geometry (imigqa, izindiza, izixhumanisi, izimpambanomgwaqo)
• Imikhawulo, Imisebenzi & Namasu Okwehlukanisa
• Okuphuma ku-Oda Ephakeme Nemibono
• Ukuziphatha Kwemisebenzi & Extrema
• Izinombolo Eziyinkimbinkimbi nokunye

Guqula umsebenzi wakho ngamakhono esayensi yedatha yePython - ukusuka ezisekelweni zezibalo uye kuzibalo ezithuthukile!

Yini entsha

Updated content and libraries.