Data Science Interview QnA

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Mayelana nalolu hlelo lokusebenza

Uma kunjalo, khona-ke lolu uhlelo lokusebenza okufanele ube nalo kuwe.
Ngalolu hlelo lokusebenza olulula, ungaphula ingxoxo yakho elandelayo ye-Data Science ngokuzethemba!

Lolu hlelo lokusebenza luyisiqondiso sanoma ngubani ofuna ukutadisha isayensi yedatha, azenzele amamodeli we-ML, asule izingxoxo.
Lolu hlelo lokusebenza luhlinzeka ngezinto zokufunda ezisezingeni eliphakeme zabafundi nabasebenzi ukutadisha isayensi yedatha nobuchule bokufunda ngomshini futhi kunikezela nangekhodi edingekayo.

Lolu hlelo lokusebenza luhlanganisa imiqondo yePython, Ukufunda Komshini, Ukucubungula Ulimi Lwemvelo, Umbono Wekhompyutha, kanye Nokufunda Okujulile.
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Izici zalolu hlelo lokusebenza
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1. Funda imitapo yolwazi ehlukahlukene yesayensi (Numpy, Pandas, Scikit-Funda).
2. Ama-algorithm abalulekile e-ML anekhodi yePython.
a. Ukuguqulwa Okuqondile
b. Ukuhlehliswa Kwezinto
c. SVM
d. Ihlathi Elingahleliwe
e. I-XGBoost
f. K-kusho
g. I-PCA
3. Imiqondo Yokucubungula Ulimi Lwemvelo ichazwe ngokucacile ngekhodi
a. I-Tf-Idf
b. I-Word2vec
4. Deep Learning imiqondo esemqoka
a. Imisebenzi Yokuqalisa
b. I-Optimizers
c. I-CNN
d. I-RNN
5. Indlela yomsebenzi yokuba yiDatha Scientist.
6. Ukuqoqwa Kwamadathasethi Namamodeli Wokufunda Komshini Oqeqeshwe Ngaphambili
7. Iqoqo elimangalisayo lemibuzo ukusula ingxoxo yakho elandelayo ye-Data Scientist.

Uhlelo lokusebenza lwe- "Data Science Interview Questions" lunokusebenziseka okulula futhi okunembile komsebenzisi Kuyinto uhlelo lokusebenza oluhle kakhulu ukukuvumela ukuthi ufunde i-Data Science mahhala.

Ngakho-ke ulindeni?

Landa lolu hlelo lokusebenza bese uqala uhambo lwakho oluya ku-Data Science MAHHALA.
Uma uluthanda ngempela lolu hlelo lokusebenza ungakhohlwa ukuluhlanganyela nabangani bakho.

Yini entsha

Bug fixes. More QnA added