ืคึผื™ื˜ื”ืึธืŸ ืื™ืŸ ืึท ื—ื•ื“ืฉ

ื ืคื™ืจืขืจ ืคึฟืึทืจ ืึทื‘ืกืึธืœื•ื˜ ื˜ื™ื™ ื‘ื™ื’ื™ื ืขืจื–.
(ื‘ืึทืžืขืจืงื•ื ื’ ืคื•ืŸ ื“ื™ ืœื™ื™ืŸ: ื“ืึธืก ื–ืขื ืขืŸ ืขืฆื•ืช ืคื•ืŸ ืึทืŸ ืื™ื ื“ื™ืึทื ื™ืฉืขืจ ืžื—ื‘ืจ, ืึธื‘ืขืจ ื–ื™ื™ ื•ื™ืกืงื•ืžืขืŸ ืฆื• ื–ื™ื™ืŸ ืคึผืจืึทืงื˜ื™ืฉ. ื‘ื™ื˜ืข ืœื™ื™ื’ืŸ ืื™ืŸ ื“ื™ ื‘ืึทืžืขืจืงื•ื ื’ืขืŸ.)

ืคึผื™ื˜ื”ืึธืŸ ืื™ืŸ ืึท ื—ื•ื“ืฉ

ื ื—ื•ื“ืฉ ืื™ื– ืึท ืœืึทื ื’ ืฆื™ื™ึทื˜. ืื•ื™ื‘ ืื™ืจ ืคืึทืจื‘ืจืขื ื’ืขืŸ 6-7 ืฉืขื” ืฆื• ืœืขืจื ืขืŸ ื™ืขื“ืขืจ ื˜ืึธื’, ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ืึท ืคึผืœืึทืฅ.

ืฆื™ืœ ืคึฟืึทืจ ื“ื™ ื—ื•ื“ืฉ:

  • ื‘ืืงืขื ืขืŸ ื–ื™ืš ืžื™ื˜ ื“ื™ ื’ืจื•ื ื˜ ืงืึทื ืกืขืคึผืก (ืคืึทืจืฉื™ื™ื“ืขื ืข, ืฆื•ืฉื˜ืึทื ื“, ืจืฉื™ืžื”, ืฉืœื™ื™ืฃ, ืคื•ื ืงืฆื™ืข)
  • ื‘ืขืœ ืžืขืจ ื•ื•ื™ 30 ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ ืคึผืจืึธื‘ืœืขืžืก ืื™ืŸ ืคื™ืจ
  • ืฉื˜ืขืœืŸ ืฆื•ื–ืึทืžืขืŸ ืฆื•ื•ื™ื™ ืคึผืจืึทื“ื–ืฉืขืงืก ืฆื• ืฉื˜ืขืœืŸ ื ื™ื™ึท ื•ื•ื™ืกืŸ ืื™ืŸ ืคื™ืจ
  • ื‘ืืงืขื ืขืŸ ื–ื™ืš ืžื™ื˜ ื‘ื™ื™ึท ืžื™ื ื“ืกื˜ืขืจ ืฆื•ื•ื™ื™ ืคืจืึทืžืขื•ื•ืึธืจืงืก
  • ื‘ืึทืงื•ืžืขืŸ ืกื˜ืึทืจื˜ืขื“ ืžื™ื˜ IDE (ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื•ื•ื™ื•ื•ืข), Github, ื”ืึธืกื˜ื™ื ื’, ื‘ืึทื“ื™ื ื•ื ื’ืก, ืขื˜ืง.

ื“ืึธืก ื•ื•ืขื˜ ืžืึทื›ืŸ ืื™ืจ ืึท ื™ื™ื ื’ืขืจ ืคึผื™ื˜ื”ืึธืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจ.

ืื™ืฆื˜ ื“ืขืจ ืคึผืœืึทืŸ ืื™ื– ื•ื•ืึธืš ื“ื•ืจืš ื•ื•ืึธืš.

ืคึผื™ื˜ื”ืึธืŸ ืื™ืŸ ืึท ื—ื•ื“ืฉ

ื“ืขืจ ืึทืจื˜ื™ืงืœ ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ื‘ืขืจื’ืขื–ืขืฆื˜ ืžื™ื˜ ื“ื™ ืฉื˜ื™ืฆืŸ ืคื•ืŸ EDISON ื•ื•ื™ื™ื›ื•ื•ืืจื’, ื•ื•ืึธืก ื’ื™ื˜ ืคึผืจืึทืงื˜ื™ืฉ ืขืฆื” ืฆื• ื™ื™ื ื’ืขืจืื•ืŸ ื“ื™ื–ื™ื™ื ื– ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืื•ืŸ ืฉืจื™ื™ื‘ื˜ ื˜ืขื›ื ื™ืฉ ืกืคึผืขืกืึทืคืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ ืจื•ืกื™ืฉ ืื•ืŸ ืขื ื’ืœื™ืฉ.

ื•ื•ืึธืš 1: ื‘ืึทืงื•ืžืขืŸ ืฆื• ื•ื•ื™ืกืŸ Python

ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ื™ ืึทืœืฅ ืึทืจื‘ืขื˜ ืื™ืŸ ืคึผื™ื˜ื”ืึธืŸ. ืงื•ืง ื•ื•ื™ ืคื™ืœืข ื–ืื›ืŸ ื•ื•ื™ ืžืขื’ืœืขืš.

  • ื˜ืึธื’ 1: 4 ื”ื•ื™ืคึผื˜ ืงืึทื ืกืขืคึผืก (4 ืฉืขื”): ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘, ืจืขื–ื•ืœื˜ืึทื˜, ื‘ื™ื™ึทื˜ืขื•ื•ื“ื™ืง, ื‘ืื“ื™ื ื’ื•ื ื’ืขืŸ
  • ื˜ืึธื’ 2: 4 ื”ื•ื™ืคึผื˜ ืงืึทื ืกืขืคึผืก (5 ืฉืขื”): ืจืฉื™ืžื”, ืคึฟืึทืจ ืฉืœื™ื™ืฃ, ื‘ืฉืขืช ืฉืœื™ื™ืฃ, ืคึฟื•ื ืงืฆื™ืข, ืžืึธื“ื•ืœืข ืึทืจื™ื™ึทื ืคื™ืจ
  • ื˜ืึธื’ 3: ืคึผืฉื•ื˜ ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ ืคึผืจืึธื‘ืœืขืžืก (5 ืฉืขื”): ื•ื™ืกื‘ื™ื™ึทื˜ืŸ ืฆื•ื•ื™ื™ ื•ื•ืขืจื™ืึทื‘ืึทืœื–, ื’ืขืจ ื“ื™ื’ืจื™ื– ืกืขืœืกื™ื•ืก ืฆื• ื“ื™ื’ืจื™ื– ืคืึทื”ืจืขื ื”ืขื™ื˜, ืจืขื›ืขื ืขืŸ ื“ื™ ืกืึทื›ืึทืงืœ ืคื•ืŸ ืึทืœืข ื“ื™ื“ื–ืฉืึทืฅ ืื™ืŸ ืึท ื ื•ืžืขืจ, ื˜ืฉืขืง ืึท ื ื•ืžืขืจ ืคึฟืึทืจ ืคึผืจื™ื™ืžืึทืœื™ื˜ื™, ื“ื–ืฉืขื ืขืจื™ื™ื˜ ืึท ื˜ืจืึทืค ื ื•ืžืขืจ, ืึทืจืึธืคึผื ืขืžืขืŸ ืึท ื“ื•ืคึผืœื™ืงืึทื˜ ืคื•ืŸ ืึท ืจืฉื™ืžื”
  • ื˜ืึธื’ 4: ืžืขืกื™ืง ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ ืคึผืจืึธื‘ืœืขืžืก (6 ืฉืขื”): ืคืึทืจืงืขืจื˜ ืึท ืฉื˜ืจื™ืงืœ (ื˜ืฉืขืง ืคึฟืึทืจ ืึท ืคึผืึทืœื™ื ื“ืจืึธืžืข), ืจืขื›ืขื ืขืŸ ื“ื™ ื’ืจืขืกื˜ืข ืคึผืจืึธืกื˜ ื“ื™ื•ื•ื™ื™ื–ืขืจ, ืคืึทืจื‘ื™ื ื“ืŸ ืฆื•ื•ื™ื™ ืกืึธืจื˜ืขื“ ืขืจื™ื™ื–, ืฉืจื™ื™ึทื‘ืŸ ืึท ื ื•ืžืขืจ ื’ืขืกื™ื ื’ ืฉืคึผื™ืœ, ืจืขื›ืขื ืขืŸ ืขืœื˜ืขืจ, ืืื–"ื• ื•.
  • ื˜ืึธื’ 5: ื“ืึทื˜ืึท ืกื˜ืจืึทืงื˜ืฉืขืจื– (6 ืฉืขื”): ืึธื ืœื™ื™ื’ืŸ, ืจื™ื™, ื•ื•ืขืจื˜ืขืจื‘ื•ืš, ื˜ื•ืคึผืœืขืก, ืœื™ื ื’ืงื˜ ืจืฉื™ืžื”
  • ื˜ืึธื’ 6: OOP - ืึธื‘ื“ื–ืฉืขืงื˜ ืึธืจื™ืขื ื˜ื™ื“ ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ (6 ืฉืขื”): ื›ื™ื™ืคืขืฅ, ืงืœืึทืก, ืื•ืคึฟืŸ ืื•ืŸ ืงืึทื ืกื˜ืจืึทืงื˜ืขืจ, OOP ื™ืจื•ืฉื”
  • ื˜ืึธื’ 7: ืึทืœื’ืขืจื™ื“ืึทื (6 ืฉืขื”): ื–ื•ื›ืŸ (ืœื™ื ืขืึทืจ ืื•ืŸ ื‘ื™ื™ื ืขืจื™), ืกืึธืจื˜ื™ื ื’ (ื‘ืœืึธื– ืื•ืคึฟืŸ, ืกืขืœืขืงืฆื™ืข), ืจืขืงื•ืจืกื™ื•ื•ืข ืคึฟื•ื ืงืฆื™ืข (ืคืึทืงื˜ืึธืจื™ืึทืœ, Fibonacci ืกืขืจื™ืข), ืฆื™ื™ื˜ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ืึทืœื’ืขืจื™ื“ืึทืžื– (ืœื™ื ืขืึทืจ, ืงื•ื•ืึทื“ืจืึทื˜ื™ืง, ืงืขืกื™ื™ื“ืขืจื“ื™ืง)

ื˜ืึธืŸ ื ื™ื˜ ื™ื ืกื˜ืึทืœื™ืจืŸ Python:

ืื™ืš ื•ื•ื™ืกืŸ ื“ืขื ืกืึธื•ื ื“ืก ืงืึทื ื˜ืจืึทื“ื™ืงื˜ืขืจื™. ืื‘ืขืจ ืฆื•ื˜ืจื•ื™ ืžื™ืจ. ืื™ืš ื•ื•ื™ืกืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืžืขื ื˜ืฉืŸ ื•ื•ืึธืก ื”ืึธื‘ืŸ ืคืึทืจืœืึธืจืŸ ืึทืœืข ืคืึทืจืœืึทื ื’ ืฆื• ืœืขืจื ืขืŸ ืขืคึผืขืก ื ืึธืš ื–ื™ื™ ืงืขืŸ ื ื™ืฉื˜ ื™ื ืกื˜ืึทืœื™ืจืŸ ืึท ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื•ื•ื™ื•ื•ืข ืึธื“ืขืจ ื•ื•ื™ื™ื›ื•ื•ืืจื’. ืื™ืš ืจืขืงืึธืžืขื ื“ื™ืจืŸ ืื™ืจ ืฆื• ืžื™ื“ ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ ืึทืŸ ืึทื ื“ืจื•ื™ื“ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื•ื•ื™ ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ ื”ืขืœื“ ืึธื“ืขืจ ืฆื• ื“ื™ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืจืขืคึผืœ ืื•ืŸ ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ื•ื™ืกืคืึธืจืฉืŸ ื“ื™ ืฉืคึผืจืึทืš. ื“ื• ื–ืืœืกื˜ ื ื™ืฉื˜ ืžืึทื›ืŸ ืขืก ืึท ืคื•ื ื˜ ืฆื• ื™ื ืกื˜ืึทืœื™ืจืŸ ืคึผื™ื˜ื”ืึธืŸ ืขืจืฉื˜ืขืจ ืกื™ื™ึทื“ืŸ ืื™ืจ ื–ืขื ื˜ ื“ืขืจ ื”ื•ื™ืคึผื˜ ื˜ืขืง-ืกืึทื•ื•ื™.

ื•ื•ืึธืš 2: ืึธื ื”ื™ื™ื‘ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ (ื‘ื•ื™ืขืŸ ืึท ืคึผืจืึธื™ืขืงื˜)

ื’ืขื•ื•ื™ื ืขืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื“ืขืจืคืึทืจื•ื ื’. ืคึผืจื•ึผื•ื•ื˜ ืฆื• ื ื•ืฆืŸ ืึทืœืฅ ื•ื•ืึธืก ืื™ืจ ื”ืึธื˜ ื’ืขืœืขืจื ื˜ ืฆื• ืฉืึทืคึฟืŸ ืึท ืคืึทืงื˜ื™ืฉ ืคึผืจื•ื™ืขืงื˜.

  • ื˜ืึธื’ 1: ื‘ืึทืงืขื ืขืŸ ื–ื™ืš ืžื™ื˜ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื•ื•ื™ื•ื•ืข (5 ืฉืขื”): ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื•ื•ื™ื•ื•ืข ืื™ื– ืึทืŸ ื™ื ื˜ืขืจืึทืงื˜ื™ื•ื• ืกื•ื•ื™ื•ื•ืข ื•ื•ื• ืื™ืจ ื•ื•ืขื˜ ืฉืจื™ื™ึทื‘ืŸ ืงืึธื“ ืคึฟืึทืจ ื“ื™ ื’ืจืขืกื˜ืข ืคึผืจืึทื“ื–ืฉืขืงืก. ืื™ืจ ืžื•ื–ืŸ ื–ื™ื™ืŸ ื‘ืึทืงืึทื ื˜ ืžื™ื˜ ืœืคึผื—ื•ืช ืื™ื™ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื•ื•ื™ื•ื•ืข. ืื™ืš ืจืขืงืึธืžืขื ื“ื™ืจืŸ ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ืžื™ื˜ VS ืงืึธื“ ื™ื ืกื˜ืึทืœื™ืจืŸ ืคึผื™ื˜ื”ืึธืŸ ื’ืขืฉืคึผืจื™ื™ื˜ ืึธื“ืขืจ ื“ื–ืฉื•ืคึผื™ื˜ืขืจ ื”ืขืคื˜
  • ื˜ืึธื’ 2: ื’ื™ื˜ื”ื•ื‘ (6 ืฉืขื”): ื•ื™ืกืคืึธืจืฉืŸ ื’ื™ื˜ื”ื•ื‘, ืฉืึทืคึฟืŸ ืึท ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™. ืคึผืจื•ึผื•ื•ื˜ ืฆื• ื˜ื•ืขืŸ, ืฉื˜ื•ืคึผืŸ ื“ื™ ืงืึธื“ ืื•ืŸ ืจืขื›ืขื ืขืŸ ื“ื™ ื—ื™ืœื•ืง ืฆื•ื•ื™ืฉืŸ ืฆื•ื•ื™ื™ ื’ื™ื˜ ื‘ื™ื™ืžืขืจ. ืื•ื™ืš ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื‘ืจืึทื ื˜ืฉื™ื ื’, ืžืขืจื“ื–ืฉื™ื ื’, ืื•ืŸ ืฆื™ืขืŸ ืจื™ืงื•ื•ืขืก.
  • ื˜ืึธื’ 3: ืขืจืฉื˜ืขืจ ืคึผืจืึธื™ืขืงื˜: ืคึผืฉื•ื˜ ืงืึทืœืงื•ืœืึทื˜ืึธืจ (4 ืฉืขื”): ื˜ืฉืขืง ืื•ื™ืก Tkinter. ืฉืึทืคึฟืŸ ืึท ืคึผืฉื•ื˜ ืงืึทืœืงื•ืœืึทื˜ืึธืจ.
  • ื˜ืึธื’ 4, 5, 6: ืคืขืจื–ืขื ืœืขื›ืข ืคึผืจืึธื™ืขืงื˜ (5 ืฉืขื” ื™ืขื“ืขืจ ื˜ืึธื’): ืงืœื™ื™ึทื‘ืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืคึผืจืึทื“ื–ืฉืขืงืก ืื•ืŸ ืึธื ื”ื™ื™ื‘ืŸ ืืจื‘ืขื˜ืŸ ืื•ื™ืฃ ืขืก. ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ื™ื™ื“ื™ืึทื– ืคึฟืึทืจ ืึท ืคึผืจื•ื™ืขืงื˜, ื˜ืฉืขืง ื“ื™ ืจืฉื™ืžื”: ืขื˜ืœืขื›ืข ื’ื•ื˜ ืคึผื™ื˜ื”ืึธืŸ ืคึผืจืึทื“ื–ืฉืขืงืก
  • ื˜ืึธื’ 7: ื”ืึธืกื˜ื™ื ื’ (5 ืฉืขื”): ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ืกืขืจื•ื•ืขืจ ืื•ืŸ ื”ืึธืกื˜ื™ื ื’ ืึทื–ื•ื™ ืึทื– ื‘ืึทืœืขื‘ืึธืก ื“ื™ื™ืŸ ืคึผืจื•ื™ืขืงื˜. ื‘ืึทืฉื˜ืขื˜ื™ืงื˜ Heroku ืื•ืŸ ืฆืขื•ื•ื™ืงืœืขืŸ ื“ื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื‘ื•ื™ืขืŸ.

ืคืืจื•ื•ืืก ื“ื™ ืคึผืจื•ื™ืขืงื˜:

ื ืึธืจ ื‘ืœื™ื ื“ ื ืึธืš ื“ื™ ืกื˜ืขืคึผืก ืื™ืŸ ืึท ืœืขืงืฆื™ืข ืึธื“ืขืจ ื•ื•ื™ื“ืขื ื•ื•ืขื˜ ื ื™ืฉื˜ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื“ื™ื™ืŸ ื˜ื™ื ื’ืงื™ื ื’ ืกืงื™ืœื–. ืื™ืจ ืžื•ื–ืŸ ืฆื•ืœื™ื™ื’ืŸ ื“ื™ื™ืŸ ื•ื•ื™ืกืŸ ืฆื• ื“ื™ ืคึผืจื•ื™ืขืงื˜. ืึทืžืึธืœ ืื™ืจ ื”ืึธื‘ืŸ ืคืืจื‘ืจืื›ื˜ ืึทืœืข ื“ื™ื™ืŸ ืขื ืขืจื’ื™ืข ื–ื•ื›ืŸ ืคึฟืึทืจ ื“ื™ ืขื ื˜ืคืขืจ, ืื™ืจ ื•ื•ืขื˜ ื’ืขื“ืขื ืงืขืŸ ืขืก.

ื•ื•ืึธืš ื“ืจื™ื™: ื‘ืึทืงื•ืžืขืŸ ื‘ืึทืงื•ื•ืขื ื•ื•ื™ ืึท ืคึผืจืึธื’ืจืึทืžื™ืกื˜

ื“ื™ื™ืŸ ืฆื™ืœ ืื™ืŸ ื•ื•ืึธืš 3 ืื™ื– ืฆื• ื‘ืึทืงื•ืžืขืŸ ืึท ื’ืขื ืขืจืึทืœ ืคืืจืฉื˜ืื ื“ ืคื•ืŸ ื“ื™ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคึผืจืึธืฆืขืก. ืื™ืจ ื•ื•ืขื˜ ื ื™ื˜ ื“ืึทืจืคึฟืŸ ืฆื• ื”ืึธื ืข ื“ื™ื™ืŸ ืกืงื™ืœื–. ืึธื‘ืขืจ ืื™ืจ ื–ืึธืœ ื•ื•ื™ืกืŸ ืขื˜ืœืขื›ืข ื‘ืึทืกื™ืงืก ื•ื•ื™ ื–ื™ื™ ื•ื•ืขืœืŸ ื•ื•ื™ืจืงืŸ ื“ื™ื™ืŸ ื˜ืขื’ืœืขืš ืึทืจื‘ืขื˜.

  • ื˜ืึธื’ 1: ื“ืึทื˜ืึทื‘ืึทืกืข ื‘ืึทืกื™ืงืก (6 ืฉืขื”): ื™ืงืขืจื“ื™ืง ืกืงืœ ืึธื ืคึฟืจืขื’ (ืฉืึทืคึฟืŸ ื˜ื™ืฉ, ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ, ื•ื•ื•, ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ), ืกืงืœ ืคึฟื•ื ืงืฆื™ืข (ืึทื•ื•ื’, ืžืึทืงืก, ืฆื™ื™ืœืŸ), ืจื™ืœื™ื™ืฉืึทื ืึทืœ ื“ืึทื˜ืึทื‘ืึทืกืข (ื ืึธืจืžืึทืœื™ื–ื™ื™ืฉืึทืŸ), ื™ื ืขืจ ืคืึทืจื‘ื™ื ื“ืŸ, ื•ื™ืกื•ื•ื™ื™ื ื™ืงืกื˜ ืคืึทืจื‘ื™ื ื“ืŸ, ืขื˜ืง.
  • ื˜ืึธื’ 2: ื ื™ืฆืŸ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ืื™ืŸ ืคึผื™ื˜ื”ืึธืŸ (5 ืฉืขื”): ื ื™ืฆืŸ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืคืจื™ื™ืžื•ื•ืขืจืง (SQLite ืึธื“ืขืจ Pandas), ืคืึทืจื‘ื™ื ื“ืŸ ืฆื• ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก, ืฉืึทืคึฟืŸ ืื•ืŸ ืฆื•ื’ืขื‘ืŸ ื“ืึทื˜ืŸ ืฆื• ืงื™ื™ืคืœ ื˜ื™ืฉืŸ, ืœื™ื™ืขื ืขืŸ ื“ืึทื˜ืŸ ืคึฟื•ืŸ ื˜ื™ืฉืŸ
  • ื˜ืึธื’ 3: ืึทืคึผื™ (5 ืฉืขื”): ืœืขืจืŸ ืฆื• ืจื•ืคืŸ ืึทืคึผื™ืก, ืœืขืจื ืขืŸ JSON, ืžื™ืงืจืึธ ื‘ืึทื“ื™ื ื•ื ื’ืก, REST API
  • ื˜ืึธื’ 4: ื ืึทืžืคึผื™ (4 ืฉืขื”): ื˜ืฉืขืง ืื•ื™ืก Numpy ืื•ืŸ ืคื™ืจ ื ื™ืฆืŸ ืขืก ืื•ื™ืฃ ืขืจืฉื˜ืขืจ 30 ืขืงืกืขืจืกื™ื™ื–ื™ื–
  • ื˜ืึธื’ 5, 6: ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืคึผืึธืจื˜ืคืขืœ (5 ืฉืขื” ื™ืขื“ืขืจ ื˜ืึธื’): ืœืขืจืŸ ื“ื“ื–ืฉืึทื ื’ืึธ, ืฉืึทืคึฟืŸ ืึท ืคึผืึธืจื˜ืคืขืœ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืžื™ื˜ Django, ืงื•ืง ืื•ื™ืš ืื•ื™ืฃ ื“ื™ ืคืœืึทืก ืคืจื™ื™ืžื•ื•ืขืจืง
  • ื˜ืึธื’ 7: ืึทืคึผืึทืจืึทื˜ ื˜ืขืกืฅ, ืœืึธื’ืก, ื“ื™ื‘ืึทื’ื™ื ื’ (4 ืฉืขื”): ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทืคึผืึทืจืึทื˜ ื˜ืขืกืฅ (PyTest), ืœืขืจื ืขืŸ ื•ื•ื™ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ืœืึธื’ืก ืื•ืŸ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื–ื™ื™, ืื•ืŸ ื ื•ืฆืŸ ื‘ืจืขืึทืงืคึผืึธื™ื ืฅ

ืคืึทืงื˜ื™ืฉ ืฆื™ื™ื˜ (ืกื•ื“):

ืื•ื™ื‘ ืื™ืจ ื–ืขื ื˜ ืœื™ื™ึทื“ื ืฉืึทืคื˜ืœืขืš ื•ื•ืขื’ืŸ ื“ืขื ื˜ืขืžืข ืื•ืŸ ืึธืคึผื’ืขื‘ืŸ ืึทืœืข ื–ื™ืš ืฆื• ืขืก, ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ืึทืœืฅ ืื™ืŸ ืึท ื—ื•ื“ืฉ.

  • ืœืขืจืŸ ืคึผื™ื˜ื”ืึธืŸ ืงืขืกื™ื™ื“ืขืจ. ืึธื ื”ื™ื™ื‘ 8:5 ืื•ืŸ ื˜ืึธืŸ ื“ืึธืก ื‘ื™ื– XNUMX:XNUMX. ื ืขืžืขืŸ ืึท ื‘ืจืขื›ืŸ ืคึฟืึทืจ ืœืึธื ื˜ืฉ ืื•ืŸ ืกื ืึทืงืก (ืึท ืฉืขื” ืื™ืŸ ื’ืึทื ืฅ)
  • 8:XNUMX, ืžืึทื›ืŸ ืึท ืจืฉื™ืžื” ืคื•ืŸ ื“ื™ ื˜ื™ื ื’ื– ื•ื•ืึธืก ืื™ืจ ื•ื•ืขื˜ ืœืขืจื ืขืŸ ื”ื™ื™ึทื ื˜. ื“ืขืจื ืึธืš, ื ืขืžืขืŸ ืึท ืฉืขื” ืฆื• ื’ืขื“ืขื ืงืขืŸ ืื•ืŸ ืคื™ืจ ืึทืœืฅ ืื™ืจ ื’ืขืœืขืจื ื˜ ื ืขื›ื˜ืŸ.
  • ืคื•ืŸ 9:12 ืฆื• XNUMX:XNUMX, ืœืขืจื ืขืŸ ืื•ืŸ ืคื™ืจ ื•ื•ื™ื™ื ื™ืงืขืจ. ื ืึธืš ืœืึธื ื˜ืฉ, ืงืœื™ื™ึทื‘ืŸ ื–ื™ืš ื“ืขื ื’ืึทื ื’. ืื•ื™ื‘ ืื™ืจ ื–ืขื ื˜ ืกื˜ืึทืง ืื•ื™ืฃ ืึท ืคึผืจืึธื‘ืœืขื, ื–ื•ื›ืŸ ืคึฟืึทืจ ืึท ืœื™ื™ื–ื•ื ื’ ืึธื ืœื™ื™ืŸ.
  • ื™ืขื“ืขืจ ื˜ืึธื’, ืคืึทืจื‘ืจืขื ื’ืขืŸ 4-5 ืฉืขื” ืœืขืจื ืขืŸ ืื•ืŸ 2-3 ืฉืขื” ืคึผืจืึทืงื˜ื™ืกื™ื ื’. (ืื™ืจ ืงืขื ืขืŸ ื ืขืžืขืŸ ืึท ืžืึทืงืกื™ืžื•ื ืคื•ืŸ ืื™ื™ืŸ ื˜ืึธื’ ืึทื•ื•ืขืง ืคึผืขืจ ื•ื•ืึธืš)
  • ื“ื™ื™ืŸ ืคืจื™ื™ื ื˜ ื•ื•ืขื˜ ื˜ืจืึทื›ื˜ืŸ ืื™ืจ ื–ืขื ื˜ ืžืฉื•ื’ืข. ื“ื• ื–ืืœืกื˜ ื ื™ืฉื˜ ืึทื ื˜ื•ื™ืฉืŸ ื–ื™ื™ - ืœืขื‘ืŸ ืึทืจื•ื™ืฃ ืฆื• ื“ื™ ื‘ื™ืœื“.

ืื•ื™ื‘ ืื™ืจ ืึทืจื‘ืขื˜ ืคื•ืœ ืฆื™ื™ื˜ ืึธื“ืขืจ ืœืขืจื ืขืŸ ืื™ืŸ ืื•ื ื™ื•ื•ืขืจืกื™ื˜ืขื˜, ืื™ืจ ื•ื•ืขื˜ ื“ืึทืจืคึฟืŸ ืžืขืจ ืฆื™ื™ื˜. ื•ื•ื™ ืึท ืชึผืœืžื™ื“, ืขืก ื’ืขื ื•ืžืขืŸ ืžื™ืจ 8 ื—ื“ืฉื™ื ืฆื• ื˜ืึธืŸ ืึทืœืฅ ืื•ื™ืฃ ื“ืขืจ ืจืฉื™ืžื”. ืื™ืฆื˜ ืื™ืš ืึทืจื‘ืขื˜ ื•ื•ื™ ืึท ืขืœื˜ืขืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจ (ืขืœื˜ืขืจ). ืขืก ื”ืึธื˜ ื’ืขื“ื•ื™ืขืจื˜ ื–ืขืงืก ื—ื“ืฉื™ื ืคึฟืึทืจ ืžื™ื™ืŸ ืคืจื•ื™, ื•ื•ืึธืก ืึทืจื‘ืขื˜ ืื™ืŸ ื“ืขืจ ืฆืขื ื˜ืจืืœืขืจ ื‘ืื ืง ืื™ืŸ ื“ืขืจ ื™ื•. ืขืก. ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ ื•ื•ื™ ืœืึทื ื’ ืขืก ื ืขืžื˜. ืคืึทืจืขื ื“ื™ืงืŸ ื“ื™ ืจืฉื™ืžื”.

ื•ื•ืึธืš ืคื™ืจ: ื‘ืึทืงื•ืžืขืŸ ืขืจื ืกื˜ ื•ื•ืขื’ืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ืึทืจื‘ืขื˜ (ื™ื ื˜ืขืจื ืขืจ)

ื“ื™ื™ืŸ ืฆื™ืœ ืื™ืŸ ื“ืขืจ ืคืขืจื˜ ื•ื•ืึธืš ืื™ื– ืฆื• ืขืžืขืก ื˜ืจืึทื›ื˜ืŸ ื•ื•ืขื’ืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ืึทืจื‘ืขื˜. ืืคื™ืœื• ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ื ื™ืฉื˜ ื•ื•ืขืœืŸ ื“ื™ ืึทืจื‘ืขื˜ ืจืขื›ื˜ ืื™ืฆื˜, ืื™ืจ ื•ื•ืขื˜ ืœืขืจื ืขืŸ ืึท ืคึผืœืึทืฅ ื‘ืขืฉืึทืก ื“ืขื ืื™ื ื˜ืขืจื•ื•ื™ื• ืคึผืจืึธืฆืขืก.

  • ื˜ืึธื’ 1: ืงื™ืฆืขืจ (5 ืฉืขื”): ืฉืึทืคึฟืŸ ืึท ื ืขืžืขื  ื–ื™ื› ื•ื•ื™ื“ืขืจ. ืื™ืŸ ื“ื™ ืฉืคึผื™ืฅ ืคื•ืŸ ื“ื™ื™ืŸ ื ืขืžืขื  ื–ื™ื› ื•ื•ื™ื“ืขืจ, ืึทืจื™ื™ึทื ื ืขืžืขืŸ ืึท ืงื™ืฆืขืจ ืคื•ืŸ ื“ื™ื™ืŸ ืกืงื™ืœื–. ื–ื™ื™ื˜ ื–ื™ื›ืขืจ ืฆื• ืœื™ื™ื’ืŸ ืึท ืจืฉื™ืžื” ืคื•ืŸ ื“ื™ื™ืŸ ืคึผืจืึทื“ื–ืฉืขืงืก ืžื™ื˜ ืœื™ื ืงืก ืฆื• Github.
  • ื˜ืึธื’ 2: ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืคึผืึธืจื˜ืคืขืœ (6 ืฉืขื”): ืฉืจื™ื™ื‘ ืขื˜ืœืขื›ืข ื‘ืœืึธื’ืก. ืœื™ื™ื’ ื–ื™ื™ ืฆื• ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืคึผืึธืจื˜ืคืขืœ ืื™ืจ ื’ืขืžืื›ื˜.
  • ื˜ืึธื’ 3: ืœื™ื ืงืขื“ื™ืŸ ืคึผืจืึธืคื™ืœ (4 ืฉืขื”): ืฉืึทืคึฟืŸ ืึท ืœื™ื ืงืขื“ื™ืŸ ืคึผืจืึธืคื™ืœ. ื‘ืจืขื ื’ืขืŸ ืึทืœืฅ ืื•ื™ืฃ ื“ื™ื™ืŸ ื ืขืžืขื  ื–ื™ื› ื•ื•ื™ื“ืขืจ ืฆื• ืœื™ื ืงืขื“ื™ืŸ.
  • ื˜ืึธื’ 4: ืคึผืจื™ืคึผืขืจื™ื ื’ ืคึฟืึทืจ ื“ื™ ืื™ื ื˜ืขืจื•ื•ื™ื• (7 ืฉืขื”): ื’ื•ื’ืœ ื“ื™ ืžืขืจืกื˜ ืึธืคื˜ ื’ืขืฉื˜ืขืœื˜ืข ืื™ื ื˜ืขืจื•ื•ื™ื• ืคืจืื’ืขืก. ืคึผืจืึทืงื˜ื™ืกื™ื– ืกืึทืœื•ื•ื™ื ื’ 10 ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ ืคึผืจืึธื‘ืœืขืžืก ื’ืขืคืจืขื’ื˜ ืื™ืŸ ื™ื ื˜ืขืจื•ื•ื™ื•ื–. ื˜ืึธืŸ ืขืก ืื•ื™ืฃ ืคึผืึทืคึผื™ืจ. ืื™ื ื˜ืขืจื•ื•ื™ื• ืคึฟืจืื’ืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืคึฟื•ื ืขืŸ ืื•ื™ืฃ ื–ื™ื™ื˜ืœืขืš ื•ื•ื™ Glassdoor, Careercup
  • ื˜ืึธื’ 5: ื ืขื˜ื•ื•ืึธืจืงื™ื ื’ (~ ืฉืขื”): ืงื•ื ืืจื•ื™ืก ืคื•ืŸ ืฉืึทืคืข. ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ื’ื™ื™ืŸ ืฆื• ื‘ืึทื’ืขื’ืขื ื™ืฉืŸ ืื•ืŸ ืึทืจื‘ืขื˜ ื™ืจื™ื“. ื˜ืจืขืคืŸ ืจื™ืงืจื•ื˜ืขืจื– ืื•ืŸ ืื ื“ืขืจืข ื“ืขื•ื•ืขืœืึธืคึผืขืจืก.
  • ื˜ืึธื’ 6: ืคืฉื•ื˜ ืฆื•ืœื™ื™ื’ืŸ ืคึฟืึทืจ ื“ื–ืฉืึธื‘ืก (~ ืฉืขื”): ื’ื•ื’ืœ "ืคึผื™ื˜ื”ืึธืŸ ื“ื–ืฉืึธื‘ืก" ืื•ืŸ ื–ืขืŸ ื•ื•ืึธืก ื“ื–ืฉืึธื‘ืก ื–ืขื ืขืŸ ื‘ื ื™ืžืฆื ืื•ื™ืฃ ืœื™ื ืงืขื“ื™ืŸ ืื•ืŸ ื”ื™ื’ืข ืึทืจื‘ืขื˜ ื–ื™ื™ื˜ืœืขืš. ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ 3 ื“ื–ืฉืึธื‘ืก ืฆื• ื•ื•ืึธืก ืื™ืจ ื•ื•ืขื˜ ืฆื•ืœื™ื™ื’ืŸ. ื™ื™ึทื ื˜ื™ื™ืœื•ื ื’ ื“ื™ื™ืŸ ื ืขืžืขื  ื–ื™ื› ื•ื•ื™ื“ืขืจ ืฆื• ื™ืขื“ืขืจ ืื™ื™ื ืขืจ. ื’ืขืคึฟื™ื ืขืŸ 2-3 ื˜ื™ื ื’ื– ืื•ื™ืฃ ื“ื™ ืจืขืงื•ื•ื™ืจืขืžืขื ืฅ ืจืฉื™ืžื•ืช ื•ื•ืึธืก ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืกืŸ. ืคืึทืจื‘ืจืขื ื’ืขืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ 3-4 ื˜ืขื’ ืฆื• ืกืึธืจื˜ ื–ื™ื™ ืื•ื™ืก.
  • ื˜ืึธื’ 7: ืœืขืจืŸ ืคื•ืŸ ื“ื•ืจื›ืคืึทืœ (~ ืฉืขื”): ื™ืขื“ืขืจ ืžืึธืœ ืื™ืจ ื•ื•ืขืจืŸ ืคืืจื•ื•ืืจืคืŸ, ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ 2 ื˜ื™ื ื’ื– ื•ื•ืึธืก ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื•ื•ื™ืกืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืึทืจื‘ืขื˜. ื“ืขืจื ืึธืš ืคืึทืจื‘ืจืขื ื’ืขืŸ 4-5 ื˜ืขื’ ื›ืึธื•ื ื™ื ื’ ื“ื™ื™ืŸ ืกืงื™ืœื– ืื™ืŸ ื“ื™ ื’ืขื‘ื™ื˜ืŸ. ื“ืขื ื•ื•ืขื’, ื ืึธืš ื™ืขื“ืขืจ ืจื™ื“ื–ืฉืขืงืฉืึทืŸ, ืื™ืจ ื•ื•ืขื˜ ื•ื•ืขืจืŸ ืึท ื‘ืขืกืขืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจ.

ื’ืจื™ื™ื˜ ืฆื• ืึทืจื‘ืขื˜ืŸ:

ื“ืขืจ ืืžืช ืื™ื– ืึทื– ืื™ืจ ื•ื•ืขื˜ ืงื™ื™ื ืžืึธืœ ื–ื™ื™ืŸ 100% ื’ืจื™ื™ื˜ ืคึฟืึทืจ ืึทืจื‘ืขื˜. ื›ืœ ืื™ืจ ื“ืึทืจืคึฟืŸ ืื™ื– ืฆื• ืœืขืจื ืขืŸ 1-2 ื˜ื™ื ื’ื– ื–ื™ื™ืขืจ ื’ื•ื˜. ืื•ืŸ ื‘ืืงืขื ืขืŸ ื–ื™ืš ืžื™ื˜ ืื ื“ืขืจืข ืคืจืื’ืขืก ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืื™ื ื˜ืขืจื•ื•ื™ื• ืฉืœืึทื‘ืึทืŸ. ืึทืžืึธืœ ืื™ืจ ื‘ืึทืงื•ืžืขืŸ ืึท ืึทืจื‘ืขื˜, ืื™ืจ ื•ื•ืขื˜ ืœืขืจื ืขืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืื™ื.

ื”ื ืื” ื“ืขื ืคึผืจืึธืฆืขืก:

ืœืขืจื ืขืŸ ืื™ื– ืึท ืคึผืจืึธืฆืขืก. ืขืก ื•ื•ืขื˜ ื‘ืืฉื˜ื™ืžื˜ ื–ื™ื™ืŸ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ืŸ ืื•ื™ืฃ ื“ื™ื™ืŸ ื•ื•ืขื’. ื“ื™ ืžืขืจ ืคื•ืŸ ื–ื™ื™, ื“ื™ ื‘ืขืกืขืจ ืื™ืจ ื–ืขื ื˜ ื•ื•ื™ ืึท ื“ืขื•ื•ืขืœืึธืคึผืขืจ.

ืื•ื™ื‘ ืื™ืจ ืงืขื ืขืŸ ืขื ื“ื™ืงืŸ ื“ื™ ืจืฉื™ืžื” ืื™ืŸ 28 ื˜ืขื’, ืื™ืจ ื˜ืึธืŸ ื’ืจื•ื™ืก. ืึธื‘ืขืจ ืืคื™ืœื• ืื•ื™ื‘ ืื™ืจ ืคืึทืจืขื ื“ื™ืงืŸ 60-70% ืคื•ืŸ ื“ืขืจ ืจืฉื™ืžื”, ืื™ืจ ื•ื•ืขื˜ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื“ื™ ื ื™ื™ื˜ื™ืง ืžื™ื“ื•ืช ืื•ืŸ ืกืงื™ืœื–. ื–ื™ื™ ื•ื•ืขืœืŸ ื”ืขืœืคึฟืŸ ืื™ืจ ื•ื•ืขืจืŸ ืึท ืคึผืจืึธื’ืจืึทืžื™ืกื˜.

ื•ื•ื• ืฆื• ืœืขืจื ืขืŸ:

ืื•ื™ื‘ ืื™ืจ ื ืึธืš ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืกืŸ ื•ื•ื• ืฆื• ืึธื ื”ื™ื™ื‘ืŸ,

ืื™ืš ื•ื•ื™ื ื˜ืฉืŸ ืื™ืจ ืึท ื™ืงืกื™ื™ื˜ื™ื ื’ ื ืกื™ืขื”. ื“ื™ ืฆื•ืงื•ื ืคึฟื˜ ืื™ื– ืื™ืŸ ื“ื™ื™ืŸ ื”ืขื ื˜.

ืื™ื‘ืขืจื–ืขืฆื•ื ื’: Diana Sheremyva

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’