ⴰⵙⵎⵓⵜⵜⴳ ⵏ ⵢⴰⵏ ⵓⵖⴰⵡⴰⵙ ⵏ ⵓⵙⵙⵍⵎⴷ ⵉⵜⵜⵓⵙⵎⵔⴰⵙⵏ ⵙ ⵓⵥⵍⴰⵢ ⵏⵏⴰ ⵉⵜⵜⵓⵙⴽⴰⵔⵏ ⵃⵎⴰ ⴰⴷ ⴽⵏ ⴰⵡⵉⵏ ⵙⴳ ‘’ⵜⴳⴰ ⵢⴰⵜ ⵜⵖⴰⵡⵙⴰ ⵉⴼⵓⵍⴽⵉⵏ’’ ⴰⵔ ‘’ⵜⵙⴽⵔⴷ ⴰⵙⵍⴽⵉⵏ ⴽⵓⵍⵍⵓ’’ ⴳ ⵜⵓⵙⵙⵏⵉⵡⵉⵏ ⵏ ⵉⵙⴼⴽⴰ ⴳ 12 ⵏ ⵉⵎⴰⵍⴰⵙⵙⵏ (ⵜⵉⵣⵉ ⵏ ⵓⴽⵓⴷ).
SQL, Python, Jupyter Note, Git and GitHub, ⵍⵉⵏⵉⵔ ⴰⵍⵊⵉⴱⵔ, ⵜⵉⵣⵎⵎⴰⵔ ⴷ ⵜⵙⵏⵎⴰⵍⴰⵢⵜ.
ⴰⵙⴼⵙⵉ ⵏ ⵉⵙⴼⴽⴰ, ⴰⵙⵖⵉⵡⵙ ⵏ ⵉⵙⴼⴽⴰ, ⴰⵙⴼⵙⵔ ⵏ ⵉⵙⴼⴽⴰ ⴷ ⵓⵙⵜⴰⵢ ⵏ ⵉⵙⴼⴽⴰ.
ⴰⵙⵍⵎⴷ ⵏ ⵜⵎⴰⵛⵉⵏⵜ, ⴰⵙⵍⵎⴷ ⵓⵔ ⵉⵜⵜⵓⵙⵏⵓⵎⵎⵍⵏ ⴷ ⵡⴰⵔ ⴰⵙⵍⴽⵉⵏ, ⴰⵙⵎⴽⵍ ⵏ ⵓⵎⴷⵢⴰ ⵏ ML, Naive Bayes, SVM, Random Forests, ML Pipelines ⴷ Classificification.
ⵉⵥⴹⵡⴰⵏ ⵉⵏⵣⵍⵓⵎⵏ (ⴰⵙⵎⴽⵍ, ⴰⵙⴼⵙⵉ ⵏ ⵉⵎⵓⴽⵔⵉⵙⵏ ⴷ ⵓⵙⵏⴼⵍⵓⵍ), CNN ⴰⵔⵛⵉⵜⵛⴽⵜⵓⵔⵙ, ⴰⵔⵛⵉⵜⵛⵓⵔⵙ, ⴰⵔⵛⵉⵜⵉⴽⵜⵓⵔ ⵏ ⵓⵟⵓⵓⵏⴽⵓⴷⵔ, ⴰⵙⵎⵓⵔⵙ ⵏ ⵉⵙⴼⴽⴰ, ⵜⵉⵏⵏⵓⵣⵓⵔⴼⵍⵓ, ⴽⵉⵔⴰⵙ ⴷ ⵙⵛⵉⴽⵉⵜ-ⵍⴰⵔⵏ.
ⴰⵙⵖⵍ ⵏ ⵓⴹⵕⵉⵚ ⵉ NLP, ⴰⵥⵟⵟⴰ ⵏ ⵏⵢⵓⵔⴰⵍⵏ ⵉⵏⴼⵍⴰⵃⵏ (RNN), LSTM, ⵉⵎⵉⵙⵉⵏ ⵏ ⵓⴹⵕⵉⵚ, ⴰⵎⴷⵢⴰ ⵏ ⵜⵔⴰⵏⵙⴼⵓⵔⵎⵔ ⴷ ⵓⵥⴽⴽⴰ ⵏ ⵛⴰⵜⴱⵓⵜ.
Teslemd s On‑demand Data Science & AI course s tɣuri-k, s tferḍit meṛṛa. Sseqdec-d amek ad tessnifeḍ data imeqqranen ɣer insights i yesεan azal, ad tsellemd models iḥerfanen, ad tebnuḍ iseqdacen AI n tidett, rnu ad temsileḍ theggaḍ i wakken ad tebduḍ tkarir-ik deg umaḍal n data‑driven innovation.
ⵓⵔ ⵜⵃⵡⴰⵊⴻⵎ ⴽⵔⴰ ⵏ ⵢⵉⵣⵡⴰⵍ ⵉⵣⴰⵢⴷⴻⵏ ⴷⴻⴳ ⵜⵓⵙⵙⵏⵉⵡⵉⵏ ⵏ ⵓⵎⴻⵙⵏⵉ ⵏⴻⵖ ⴷⴻⴳ ⵓⵀⴻⵢⵢⵉ ⴰⴽⴽⴻⵏ ⴰⴷ ⵜⴻⵜⵜⴻⴽⴽⵉⵎ ⴷⴻⴳ-ⵙ. ⵓⵔ ⵏⴻⵜⵜⵄⴻⵟⵟⵉⵍ ⴰⵔⴰ ⴽⵔⴰ ⵏ ⵜⵓⵙⵙⵏⴰ ⵜⴰⵣⵡⴰⵔⴰⵏⵜ ⵢⴻⵔⵏⵓ ⴰⴷ ⴽⴻⵏ-ⵏⴻⵙⵙⴻⵇⴷⴻⵛ ⵙ ⵜⵍⴻⵎⵎⵉⵥⵉⵏ ⴷⴻⴳ ⴽⵔⴰ ⵏ ⵢⵉⵙⵔⴰⴳⴻⵏ ⵉⵎⴻⵣⵡⵓⵔⴰ, ⴷ ⴰⵢⴻⵏ ⴰⵔⴰ ⴽⴻⵏ-ⵢⴻⴵⴵⴻⵏ ⴰⴷ ⵜⴱⵏⵓⵏ ⵜⴰⵙⵉⵍⴰ ⵉⵊⴻⵀⴷⴻⵏ ⵙⴻⴳ ⵢⵉⴷⵉⵙ ⵏ ⵓⵏⵔⴰⵔ. ⵎⴽ ⵍⵍⵉ ⵜⴳⴰⵎ ⴰⵎⴰⵢⵏⵓ ⴳ ⵓⵏⵔⴰⵔ ⵏⵖ ⴰⵔ ⵜⵔⵣⵣⵓⵎ ⵅⴼ ⵢⴰⵏ ⵓⵙⵏⴼⵍ ⵏ ⵜⵡⵓⵔⵉ, ⴰⵔ ⵉⵜⵜⵓⵙⴽⴰⵔ ⵓⵖⴰⵡⴰⵙ ⵏⵏⵖ ⴰⴼⴰⴷ ⴰⴷ ⴽⵏ ⵢⴰⴷⵊ ⴰⴷ ⴽⵏ ⵢⴰⴷⵊ ⴰⴷ ⴽⵏ ⵢⴰⴷⵊ ⴰⴷ ⵜⵏ ⵜⵙⴽⵔⵎ ⵙ ⵢⴰⵜ ⵜⵖⴰⵔⴰⵙⵜ ⵉⵣⴷⴷⵉⴳⵏ ⴷ ⵉⴼⵓⵍⴽⵉⵏ
ⵜⵉⵖⵉⵎⵉⵜⵉⵏ ⵏ ⵜⵡⵓⵔⵉ ⵖⵓⵔⵓⵏ ⴷ ⵜⴳⵔⴰⵡⵜ ⵏ CLA ⵍⵍⵉ ⴱⴰⵀⵔⴰ ⵉⵜⵜⵓⵙⵎⵔⴰⵙⵏ. ⵙⵙⵎⵔⵙ ⴰⵢⵍⵍⵉ ⴷ ⵉⵙⵙⵓⵎⵔ ⵡⴰⵎⵎⴰⵙ ⵏⵏⵖ ⵏ ⵜⵡⵓⵔⵉ, ⴰⴷ ⵏⵙⵎⴽⵍ ⴰⵙⵎⵙⴰⵙⴰ ⵏⵏⵖ ⵏ ⵜⵡⵓⵔⵉ ⴰⵔ ⵜⵏ ⵜⵜⴰⵣⵣⴰⵍⴷ ⴳ ⵢⴰⵜ ⵜⵙⵓⵜⵍⵜ ⵉ ⵡⵉⵍⵍⵉ ⵉⵣⵔⵉⵏ ⴳ ⵜⵙⵔⴰⴳⵜ ⵜⴰⵏⴳⴳⴰⵔⵓⵜ.
ⵜⵉⵡⵓⵔⵉⵡⵉⵏ ⵏ ⵓⵙⵏⵓⵍⴼⵓ ⵉ ⵓⵙⵡⵓⵜⵜⵓ ⵏ ⵉⵙⵓⵖⴰⴷ ⵏⵏⵓⵏ ⵏ ⵜⵡⵓⵔⵉ ⴷ ⵓⵙⵏⵓⵍⴼⵓ ⵏ ⵜⵙⵜⵔⴰⵜⵉⵊⵉⵢⵉⵏ ⵃⵎⴰ ⴰⴷ ⵜⵏ ⵜⵙⴽⵔⵎ ⵙ ⵜⵡⵓⵔⵉⵡⵉⵏ ⵏ ⵓⵙⵎⴽⵍ ⴰⵏⴰⵎⵓⵏ ⵏⵖ ⵙ ⵓⵙⵖⵉⵡⵙ ⵏ ⵜⵡⵓⵔⵉ ⵏ ⵜⵡⵓⵔⵉ.
ⴰⵔ ⵜⵜⵓⵙⴽⴰⵔⵏⵜ ⵉⵙⵇⵙⵉⵜⵏ ⵏ ⵜⵉⴽⵍⵉ ⵏ ⵓⵎⵙⴰⵡⴰⵍ ⵉⵛⵛⴰⵔⵏ ⵏⵏⴰ ⴷ ⵉⵙⵙⴽⴰⵏⵏ; ⵎⴰⵎⴽ ⵔⴰⴷ ⵜⴼⴽⵎ ⴰⵢⵍⵍⵉ ⵔⴰⴷ ⴽⵏ ⵢⴰⵊⵊ ⴰⴷ ⵜⴼⴽⵎ ⵉ ⵉⵎⵙⵡⵓⵔⵉⵜⵏ, ⵎⴰⵎⴽ ⵔⴰⴷ ⵜⵙⴽⵔⵎ ⴰⵙⵖⵍ ⵏⵏⵓⵏ, ⵎⴰⵎⴽ ⵔⴰⴷ ⵜⵙⴽⵔⵎ ⴰⵙⵖⵍ ⵏ ⵜⵡⵓⵔⵉ ⴷ ⵡⵉⵢⵢⴰⴹ.
ⴰⵔ ⵜⵜⴰⵡⵉⵏ ⵉⵙⵓⵎⴰⵔ ⵉⵏⴼⴳⴰⵏⵏ ⵅⴼ ⵓⵙⵎⵍ ⵏⵏⵓⵏ ⵏⵖ ⵜⴰⴱⵔⴰⵜ ⵏⵏⵓⵏ ⵏ ⵜⴼⵍⵡⵉⵜ, ⴰⵔ ⵜⵙⵏⵓⵎⵎⴰⵍⵎ ⴰⴷ ⵜⴰⵡⵉⵎ ⴰⵙⴽⵙⵡ ⵏ ⵉⵎⵙⵡⵓⵔⵉⵜⵏ ⴷ ⴰⴷ ⵜⵙⴽⵔⵎ ⵢⴰⵏ ⵓⵎⵙⴰⵡⴰⵍ ⴳ ⵜⵡⵓⵔⵉ ⵏⵏⴰ ⵜⵔⴰⵎ.
ⵜⵉⵣⵎⵎⴰⵔ ⵜⵉⵎⴰⵢⵏⵓⵜⵉⵏ ⵏ ⵓⵅⴷⴷⵉⵎ, ⵙ ⵓⴼⵓⵙ ⵏⵏⴰ ⴼⴽⵉⵏ ⵉⵎⵥⵍⴰⵢⵏ ⵏⵏⵖ ⵏ ⵜⵡⵓⵔⵉ, ⴰⵔ ⵜⵜⵓⵙⴽⴰⵔⵏⵜ ⵙ ⵜⵉⴷⵜ ⴳ ⵓⵙⵡⵉⵔ ⵏ ⵓⴽⵛⵛⵓⵎ ⵙ ⵜⵉⴷⵜ.
ⴰⵔⵥⵥⵓⵎ ⵏ ⵓⵙⴽⵛⵎ ⵖⵔ ⵜⵙⵏⵓⵔⴰⵢⵜ ⵏⵏⵖ ⵏ ⵜⵡⵓⵔⵉ ⵏ ⵜⵡⵓⵔⵉ ⵏ ⵜⵡⵓⵔⵉ ⵏ ⵜⵡⵓⵔⵉ ⵏ ⵜⵡⵓⵔⵉ, ⴷ ⵜⵡⵓⵔⵉⵡⵉⵏ ⵏ ⵜⵎⴳⵓⵔⵉ ⵏ ⵜⵉⴽⵏⵓⵍⵓⵊⵉⵜ.
ⵎⵍⴰⵍ ⴷ ⵉⵎⵙⵡⵓⵔⵉⵜⵏ ⵏ ⵜⵉⴽⵏⵓⵍⵓⵊⵉⵜ ⴳ ⵜⵎⴳⵓⵔⵉ ⵏⵏⵓⵏ ⵃⵎⴰ ⴰⴷ ⵜⴰⵡⴹⵎ ⴰⵙⴼⵙⵔ ⵏ ⵜⵡⵓⵔⵉ ⴷ ⵓⵙⵏⵎⴰⵍⴰ, ⵓⵍⴰ ⴰⵣⵎⵣ ⵏ ⵓⵙⵎⵔⵙ ⵏ ⵉⵎⵣⵣⵓⵍⵏ ⵢⴰⴹⵏⵉⵏ ⴳ ⵉⵎⵓⵙⵙⵓⵜⵏ ⵏⵏⵖ ⵏ ⴽⴰⵔⵉⵔ ⵛⴰⵜ.
ⴰⵣⴷⴰⵢ ⴰⴽⴷ ⵉⵎⴷⴷⵓⴽⴽⴰⵍ ⵏ ⵜⵉⵏⵎⵍ ⴷ ⵉⵏⵍⵎⴰⴷⵏ ⵉⵣⵔⵉⵏ ⵏ CLA ⵃⵎⴰ ⴰⴷ ⴱⴹⵓⵏ ⴰⵙⵓⵎⵔ ⵉⴼⵓⵍⴽⵉⵏ ⴷ ⵉⵣⴷⵉⵏ, ⴰⴷ ⵏⴱⴷⵓ ⴰⵙⵎⵔⴰⵔⴰ ⵏ ⵡⴰⵡⴰⵍ ⵉⴼⵓⵍⴽⵉⵏ, ⴷ ⴰⴷ ⴱⴹⵓⵏ ⵉⵕⵥⴰⵎⵏ ⵏ ⵜⵡⵓⵔⵉ ⵏⵏⴰ ⵉⵖⵉⵏ ⴰⴷ ⵉⴳ ⴰⵏⴰⵔⵓⵣ ⵉ ⵉⵎⴷⴷⵓⴽⴽⴰⵍ ⵏⵏⵙ ⵉⵎⵣⵔⴰⵡⵏ.
ⵜⴰⵙⴷⵔⴰ ⵏ CV, ⵙⵎⵉⵍⵉⵡ ⵏ ⵜⵉⵔⵉⴼⵉⵏ ⴷ ⴰⴳⵉⵔ ⵏ ⵜⵏⵎⴰⵙⵙⵍⵎⴰⵏⵜ—ⵉⴷⵖ ⵙⵙⵓⴳⵯⴰⵔ ⵏ ⴰⵎⴰⵣⵉⵖ.
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