&Pcy;&acy;&ncy;&iecy;&lcy;&softcy; &icy;&ncy;&fcy;&ocy;&rcy;&mcy;&acy;&tscy;&icy;&icy; Data Science 2025

&Icy;&ncy;&tcy;&iecy;&rcy;&acy;&kcy;&tcy;&icy;&vcy;&ncy;&ycy;&jcy; &acy;&ncy;&acy;&lcy;&icy;&zcy; &gcy;&lcy;&ocy;&bcy;&acy;&lcy;&softcy;&ncy;&ocy;&jcy; &icy; &acy;&rcy;&acy;&bcy;&scy;&kcy;&ocy;&jcy; &scy;&icy;&tcy;&ucy;&acy;&tscy;&icy;&icy;, &pcy;&rcy;&iecy;&dcy;&ocy;&scy;&tcy;&acy;&vcy;&lcy;&iecy;&ncy;&ncy;&ycy;&jcy; &mcy;&acy;&scy;&tcy;&iecy;&rcy;-&kcy;&lcy;&acy;&scy;&scy;&ocy;&mcy; &pcy;&ocy; &ncy;&acy;&ucy;&kcy;&iecy; &ocy; &dcy;&acy;&ncy;&ncy;&ycy;&khcy;

&Zcy;&acy;&gcy;&rcy;&ucy;&zcy;&kcy;&acy; &dcy;&acy;&ncy;&ncy;&ycy;&khcy;...

&Bcy;&acy;&zcy;&acy; &dcy;&acy;&ncy;&ncy;&ycy;&khcy; &icy;&ncy;&scy;&tcy;&rcy;&ucy;&mcy;&iecy;&ncy;&tcy;&ocy;&vcy; &dcy;&lcy;&yacy; &ncy;&acy;&ucy;&kcy;&icy; &ocy; &dcy;&acy;&ncy;&ncy;&ycy;&khcy;

&Icy;&zcy;&ucy;&chcy;&icy;&tcy;&iecy; &vcy;&iecy;&dcy;&ucy;&shchcy;&icy;&iecy; &icy;&ncy;&scy;&tcy;&rcy;&ucy;&mcy;&iecy;&ncy;&tcy;&ycy; &icy; &bcy;&icy;&bcy;&lcy;&icy;&ocy;&tcy;&iecy;&kcy;&icy;. &Icy;&scy;&pcy;&ocy;&lcy;&softcy;&zcy;&ucy;&jcy;&tcy;&iecy; &fcy;&icy;&lcy;&softcy;&tcy;&rcy;&ycy; &dcy;&lcy;&yacy; &pcy;&iecy;&rcy;&scy;&ocy;&ncy;&acy;&lcy;&icy;&zcy;&acy;&tscy;&icy;&icy; &pcy;&ocy;&icy;&scy;&kcy;&acy;.

&Ocy;&bcy;&zcy;&ocy;&rcy; &tcy;&rcy;&iecy;&ncy;&dcy;&ocy;&vcy; 2025 &gcy;&ocy;&dcy;&acy;

&Kcy;&lcy;&yucy;&chcy;&iecy;&vcy;&ycy;&iecy; &pcy;&ocy;&kcy;&acy;&zcy;&acy;&tcy;&iecy;&lcy;&icy; &icy; &icy;&ncy;&dcy;&icy;&kcy;&acy;&tcy;&ocy;&rcy;&ycy;, &fcy;&ocy;&rcy;&mcy;&icy;&rcy;&ucy;&yucy;&shchcy;&icy;&iecy; &bcy;&ucy;&dcy;&ucy;&shchcy;&iecy;&iecy; &ncy;&acy;&ucy;&kcy;&icy; &ocy; &dcy;&acy;&ncy;&ncy;&ycy;&khcy;.

&Icy;&ncy;&vcy;&iecy;&scy;&tcy;&icy;&tscy;&icy;&icy; &vcy; &gcy;&iecy;&ncy;&iecy;&rcy;&acy;&tcy;&icy;&vcy;&ncy;&ycy;&jcy; &Icy;&Icy; (2023)

25,2 &mcy;&icy;&lcy;&lcy;&icy;&acy;&rcy;&dcy;&acy; &dcy;&ocy;&lcy;&lcy;&acy;&rcy;&ocy;&vcy;

&Vcy; 8 &rcy;&acy;&zcy; &bcy;&ocy;&lcy;&softcy;&shcy;&iecy;, &chcy;&iecy;&mcy; &vcy; 2022 &gcy;&ocy;&dcy;&ucy;

&Dcy;&ocy;&mcy;&icy;&ncy;&icy;&rcy;&ocy;&vcy;&acy;&ncy;&icy;&iecy; &vcy; &ocy;&tcy;&rcy;&acy;&scy;&lcy;&icy;

90%

&Vcy;&ycy;&dcy;&acy;&yucy;&shchcy;&icy;&iecy;&scy;&yacy; &mcy;&ocy;&dcy;&iecy;&lcy;&icy; &pcy;&ocy;&scy;&tcy;&ucy;&pcy;&acy;&yucy;&tcy; &icy;&zcy; &pcy;&rcy;&ocy;&mcy;&ycy;&shcy;&lcy;&iecy;&ncy;&ncy;&ocy;&gcy;&ocy; &scy;&iecy;&kcy;&tcy;&ocy;&rcy;&acy;

&Scy;&tcy;&ocy;&icy;&mcy;&ocy;&scy;&tcy;&softcy; &ocy;&bcy;&ucy;&chcy;&iecy;&ncy;&icy;&yacy; Gemini Ultra

191 &mcy;&icy;&lcy;&lcy;&icy;&ocy;&ncy; &dcy;&ocy;&lcy;&lcy;&acy;&rcy;&ocy;&vcy;

&CHcy;&tcy;&ocy; &pcy;&ocy;&dcy;&chcy;&iecy;&rcy;&kcy;&icy;&vcy;&acy;&iecy;&tcy; &fcy;&icy;&ncy;&acy;&ncy;&scy;&ocy;&vcy;&ycy;&jcy; &bcy;&acy;&rcy;&softcy;&iecy;&rcy; &vcy;&khcy;&ocy;&dcy;&acy;

&Ncy;&ocy;&vcy;&ycy;&iecy; &ncy;&ocy;&rcy;&mcy;&acy;&tcy;&icy;&vcy;&ncy;&ycy;&iecy; &acy;&kcy;&tcy;&ycy; (&Scy;&SHcy;&Acy;)

&Rcy;&iecy;&gcy;&ucy;&lcy;&yacy;&tcy;&ocy;&rcy;&ncy;&ycy;&jcy; &scy;&pcy;&icy;&scy;&ocy;&kcy; &vcy; 2024 &gcy;&ocy;&dcy;&ucy;, &ocy;&tcy;&rcy;&acy;&zhcy;&acy;&yucy;&shchcy;&icy;&jcy; &rcy;&ocy;&scy;&tcy; &kcy;&ocy;&ncy;&tcy;&rcy;&ocy;&lcy;&yacy;

&Rcy;&ocy;&scy;&tcy; &gcy;&lcy;&ocy;&bcy;&acy;&lcy;&softcy;&ncy;&ycy;&khcy; &icy;&ncy;&vcy;&iecy;&scy;&tcy;&icy;&tscy;&icy;&jcy; &vcy; Data Science

&Gcy;&lcy;&ocy;&bcy;&acy;&lcy;&softcy;&ncy;&acy;&yacy; &kcy;&acy;&rcy;&tcy;&icy;&ncy;&acy;: &gcy;&ocy;&ncy;&kcy;&acy; &zcy;&acy; &gcy;&ocy;&scy;&pcy;&ocy;&dcy;&scy;&tcy;&vcy;&ocy;

&Acy;&ncy;&acy;&lcy;&icy;&zcy; &gcy;&iecy;&ocy;&pcy;&ocy;&lcy;&icy;&tcy;&icy;&chcy;&iecy;&scy;&kcy;&ocy;&jcy; &kcy;&ocy;&ncy;&kcy;&ucy;&rcy;&iecy;&ncy;&tscy;&icy;&icy; &mcy;&iecy;&zhcy;&dcy;&ucy; &vcy;&iecy;&dcy;&ucy;&shchcy;&icy;&mcy;&icy; &dcy;&iecy;&rcy;&zhcy;&acy;&vcy;&acy;&mcy;&icy; &icy; &kcy;&tcy;&ocy; &lcy;&icy;&dcy;&icy;&rcy;&ucy;&iecy;&tcy; &vcy; &icy;&ncy;&ncy;&ocy;&vcy;&acy;&tscy;&icy;&yacy;&khcy;.

&Pcy;&rcy;&ocy;&icy;&zcy;&vcy;&ocy;&dcy;&scy;&tcy;&vcy;&ocy; &vcy;&ycy;&dcy;&acy;&yucy;&shchcy;&icy;&khcy;&scy;&yacy; &mcy;&ocy;&dcy;&iecy;&lcy;&iecy;&jcy; &pcy;&ocy; &rcy;&iecy;&gcy;&icy;&ocy;&ncy;&acy;&mcy; (2023)

&Vcy;&iecy;&dcy;&ucy;&shchcy;&icy;&iecy; &icy;&gcy;&rcy;&ocy;&kcy;&icy; &vcy; &icy;&ncy;&dcy;&ucy;&scy;&tcy;&rcy;&icy;&icy;

&Tcy;&iecy;&kcy;&ucy;&shchcy;&icy;&iecy; &gcy;&icy;&gcy;&acy;&ncy;&tcy;&ycy;

Google, Microsoft, NVIDIA, Meta, Amazon

&Ocy;&rcy;&icy;&gcy;&icy;&ncy;&acy;&lcy;&softcy;&ncy;&ycy;&iecy; &kcy;&ocy;&ncy;&kcy;&ucy;&rcy;&iecy;&ncy;&tcy;&ycy;

OpenAI, Anthropic, Mistral AI, Cohere

&Vcy;&lcy;&icy;&yacy;&tcy;&iecy;&lcy;&softcy;&ncy;&ycy;&iecy; &lcy;&icy;&chcy;&ncy;&ocy;&scy;&tcy;&icy;

&Dcy;&zhcy;&iecy;&fcy;&fcy;&rcy;&icy; &KHcy;&icy;&ncy;&tcy;&ocy;&ncy;, &YAcy;&ncy; &Lcy;&iecy;&kcy;&ucy;&ncy;, &Ecy;&ncy;&dcy;&rcy;&yucy; &Ycy;&ncy;, &Scy;&ecy;&mcy; &Acy;&lcy;&softcy;&tcy;&mcy;&acy;&ncy;

&Acy;&rcy;&acy;&bcy;&scy;&kcy;&icy;&jcy; &rcy;&iecy;&ncy;&iecy;&scy;&scy;&acy;&ncy;&scy; &vcy; Data Science

&Ocy;&bcy;&zcy;&ocy;&rcy; &acy;&mcy;&bcy;&icy;&tscy;&icy;&ocy;&zcy;&ncy;&ycy;&khcy; &scy;&tcy;&rcy;&acy;&tcy;&iecy;&gcy;&icy;&jcy; &icy; &vcy;&iecy;&dcy;&ucy;&shchcy;&icy;&khcy; &pcy;&rcy;&ocy;&iecy;&kcy;&tcy;&ocy;&vcy; &vcy; &acy;&rcy;&acy;&bcy;&scy;&kcy;&ocy;&mcy; &rcy;&iecy;&gcy;&icy;&ocy;&ncy;&iecy;.

&Ocy;&Acy;&Ecy;

&Scy;&acy;&ucy;&dcy;&ocy;&vcy;&scy;&kcy;&acy;&yacy; &Acy;&rcy;&acy;&vcy;&icy;&yacy;

&IEcy;&gcy;&icy;&pcy;&iecy;&tcy;

&Kcy;&acy;&tcy;&acy;&rcy;

&Scy;&rcy;&acy;&vcy;&ncy;&iecy;&ncy;&icy;&iecy; &vcy;&ncy;&iecy;&dcy;&rcy;&iecy;&ncy;&icy;&yacy; &icy;&ncy;&scy;&tcy;&rcy;&ucy;&mcy;&iecy;&ncy;&tcy;&ocy;&vcy; Data Science &vcy; &acy;&rcy;&acy;&bcy;&scy;&kcy;&icy;&khcy; &scy;&tcy;&rcy;&acy;&ncy;&acy;&khcy;

&Rcy;&ycy;&ncy;&ocy;&kcy; &tcy;&acy;&lcy;&acy;&ncy;&tcy;&ocy;&vcy;: &zcy;&acy;&rcy;&pcy;&lcy;&acy;&tcy;&ycy; &icy; &vcy;&ocy;&zcy;&mcy;&ocy;&zhcy;&ncy;&ocy;&scy;&tcy;&icy;

&Icy;&ncy;&tcy;&iecy;&rcy;&acy;&kcy;&tcy;&icy;&vcy;&ncy;&ycy;&jcy; &icy;&ncy;&scy;&tcy;&rcy;&ucy;&mcy;&iecy;&ncy;&tcy; &dcy;&lcy;&yacy; &scy;&rcy;&acy;&vcy;&ncy;&iecy;&ncy;&icy;&yacy; &scy;&rcy;&iecy;&dcy;&ncy;&iecy;&jcy; &gcy;&ocy;&dcy;&ocy;&vcy;&ocy;&jcy; &zcy;&acy;&rcy;&acy;&bcy;&ocy;&tcy;&ncy;&ocy;&jcy; &pcy;&lcy;&acy;&tcy;&ycy; &icy; &scy;&tcy;&ocy;&icy;&mcy;&ocy;&scy;&tcy;&icy; &zhcy;&icy;&zcy;&ncy;&icy;.

اختر الدور الوظيفي:

قارن مع:

و:

&Scy;&rcy;&acy;&vcy;&ncy;&iecy;&ncy;&icy;&iecy; &dcy;&icy;&acy;&pcy;&acy;&zcy;&ocy;&ncy;&ocy;&vcy; &zcy;&acy;&rcy;&pcy;&lcy;&acy;&tcy; (&vcy; &dcy;&ocy;&lcy;&lcy;&acy;&rcy;&acy;&khcy; &Scy;&SHcy;&Acy;)

&Scy;&rcy;&acy;&vcy;&ncy;&iecy;&ncy;&icy;&iecy; &icy;&ncy;&dcy;&iecy;&kcy;&scy;&acy; &scy;&tcy;&ocy;&icy;&mcy;&ocy;&scy;&tcy;&icy; &zhcy;&icy;&zcy;&ncy;&icy; (&Ncy;&softcy;&yucy;-&Jcy;&ocy;&rcy;&kcy; = 100)