Протодьяконов Алгоритмы Data Science и их практическая реализация на Python 2022
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Ʉɨɥɢɱɟɫɬɜɨ ɬɚɤɢɯ ɛɥɨɤɨɜ ɛɭɞɟɬ ɡɚɜɢɫɟɬɶ ɨɬ ɪɚɡɦɟɪɚ ɨɛɥɚɫɬɢ ɧɚ ɢɡɨɛɪɚ ɠɟɧɢɢ ɤɨɬɨɪɭɸ ɤɥɚɫɫɢɮɢɰɢɪɭɟɦ ȼ ɫɥɭɱɚɟ ɢɡɨɛɪɚɠɟɧɢɹ × ©ɩɹɬɧɨª ɨɛ ɥɚɤɚ ɡɚɧɢɦɚɟɬ ɩɨ ɤɚɠɞɨɦɭ ɢɡɦɟɪɟɧɢɸ ɞɨ ×
ɉɟɪɟɞ ɡɚɩɭɫɤɨɦ ɫɜɟɪɬɨɱɧɵɯ ɛɥɨɤɨɜ ɞɨɛɚɜɢɦ ɢɧɢɰɢɚɥɢɡɚɰɢɸ ɫɜɟɪɬɤɭ× ɢ ɩɨɞɜɵɛɨɪɤɭ ɱɬɨɛɵ ɭɦɟɧɶɲɢɬɶ ɪɚɡɦɟɪɧɨɫɬɶ ɢɡɨɛɪɚɠɟɧɢɹ ɷɬɨ ɫɨɤɪɚɬɢɬ ©ɩɹɬɧɨª ɜ ɪɚɡɚ ɞɨ ɩɢɤɫɟɥɟɣ ɉɨɫɥɟ ɷɬɨɝɨ ɤɚɠɞɵɣ ɫɜɟɪɬɨɱɧɨ ɜɵɛɨɪɨɱɧɵɣ ɛɥɨɤ ɭɦɟɧɶɲɚɟɬ ɪɚɡɦɟɪ ©ɩɹɬɧɚª ɜ ɪɚɡɚ ! ɧɟɨɛɯɨɞɢɦɨ – ɬɚɤɢɯ ɛɥɨɤɚ ɞɥɹ ɭɫɩɟɲɧɨɣ ɤɥɚɫɫɢɮɢɤɚɰɢɢ ɦɢɧɢɦɚɥɶɧɵɣ ɪɚɡɦɟɪ ɛɥɨɤɚ ɩɨɫɥɟ ɮɢɧɚɥɶɧɨɣ ɩɨɞ ɜɵɛɨɪɤɢ – OJ
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ɇɟɨɛɯɨɞɢɦɨ ɨɬɦɟɬɢɬɶ ɱɬɨ ɦɨɞɟɥɢ ɩɨɧɚɞɨɛɢɥɨɫɶ ɜɫɟɝɨ ɷɩɨɯ ɜɦɟɫɬɨ ɩɪɟɞɩɨɥɚɝɚɟɦɵɯ ɫ ɫɭɳɟɫɬɜɟɧɧɵɦ ɡɚɩɚɫɨɦ
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Ɋɚɧɧɹɹ ɨɫɬɚɧɨɜɤɚ ɩɨɡɜɨɥɢɥɚ ɩɨɥɭɱɢɬɶ ɫɥɟɞɭɸɳɢɟ ɡɧɚɱɟɧɢɹ ɬɨɱɧɨɫɬɢ
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MOBILENET Dzǹȍ ǾǮǵǹǶȅǻȉȃ ǽǾdzDzǺdzȀǻȉȃ ǼǯǹǮǿȀdzǷ
ɉɨɫɬɚɧɨɜɤɚ ɡɚɞɚɱɢ
Ɋɚɡɛɟɪɟɦ ɚɪɯɢɬɟɤɬɭɪɭ 0RELOH1HW ɢ ɩɪɨɜɟɞɟɦ ɱɚɫɬɢɱɧɨɟ ɨɛɭɱɟɧɢɟ ɷɤɫ ɩɨɪɬ ɢ ɢɦɩɨɪɬ ɦɨɞɟɥɢ ɡɚɬɟɦ ɞɨɨɛɭɱɟɧɢɟ
ɉɟɪɟɣɞɟɦ ɨɬ ɡɚɞɚɱɢ ɤɥɚɫɫɢɮɢɤɚɰɢɢ ɢɡɨɛɪɚɠɟɧɢɹ ɤ ɡɚɞɚɱɟ ɥɨɤɚɥɢɡɚɰɢɢ ɨɛɴɟɤɬɚ ɧɚ ɢɡɨɛɪɚɠɟɧɢɢ ɩɪɢ ɩɨɦɨɳɢ ɹɤɨɪɟɣ
ɉɨɫɬɪɨɢɦ ɩɪɟɞɫɤɚɡɚɧɢɟ ɩɨ ɨɛɭɱɟɧɧɨɣ ɧɟɣɪɨɫɟɬɢ ɢ ɩɪɨɜɟɞɟɦ ɨɰɟɧɤɭ ɤɚ ɱɟɫɬɜɚ ɩɪɟɞɫɤɚɡɚɧɢɹ ɩɨ ɤɨɷɮɮɢɰɢɟɧɬɭ ɫɯɨɞɫɬɜɚ
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KWWSV YLGHR LWWHQVLYH FRP PDFKLQH OHDUQLQJ FORXGV WUDLQ FVY J] ɆɛKWWSV YLGHR LWWHQVLYH FRP PDFKLQH OHDUQLQJ FORXGV WUDLQBLPDJHVB
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ɂɫɩɨɥɶɡɭɟɦɵɟ ɮɭɧɤɰɢɢ Ɋɚɡɨɛɶɟɦɢɡɨɛɪɚɠɟɧɢɟɧɚ × ɤɜɚɞɪɚɬɨɜɢɛɭɞɟɦɩɪɟɞɫɤɚɡɵɜɚɬɶɧɚɥɢɱɢɟ
ɨɛɥɚɤɨɜ ɡɚɞɚɧɧɨɣ ɮɨɪɦɵ ɜ ɤɚɠɞɨɦ ɢɡ ɤɜɚɞɪɚɬɨɜ
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0RELOH1HW9
ɂɫɩɨɥɶɡɭɟɦ ɨɛɭɱɟɧɧɭɸ ɧɟɣɪɨɫɟɬɶ ɢ EQ GURSRXW VRIWPD[ ɫɥɨɣ ɩɨɜɟɪɯ Ɉɛɭɱɢɦ ɦɨɞɟɥɶ ɢɡ ɩɨɫɥɟɞɧɟɝɨ ɫɥɨɹ ɷɩɨɯ ɫɨɯɪɚɧɢɦ ɨɛɭɱɟɧɧɵɟ ɞɚɧɧɵɟ ɡɚ ɬɟɦ ɡɚɝɪɭɡɢɦ ɢɯ ɢ ɩɪɨɞɨɥɠɢɦ ɨɛɭɱɟɧɢɟ
ɂɫɩɨɥɶɡɭɟɦ ɪɚɧɧɸɸ ɨɫɬɚɧɨɜɤɭ ɢ ɫɨɯɪɚɧɟɧɢɟ ɦɨɞɟɥɢ ɩɨɫɥɟ ɤɚɠɞɨɣ ɷɩɨɯɢ ɨɛɭɱɟɧɢɹ
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