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Neuro Linguistic Programming Course

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What will I learn?

Fur awoodda luuqadda adiga oo adeegsanaya Koorska Barnaamijka Luuqadda Neuro (Neuro Linguistic Programming Course), oo si gaar ah loogu talagalay xirfadlayaasha Sirdoonka Ganacsiga. Si qoto dheer u gal aasaaska NLP, adiga oo xirfad u leh calaamadaynta (tokenization), soo saarista asalka ereyga (lemmatization), iyo horudhaca qoraalka (text preprocessing). Baadh qaabaynta shabakadaha neerfaha ee ugu dambeeyay sida Transformers iyo RNNs. Kobci xirfadahaaga adiga oo adeegsanaya farsamooyin horumarsan oo lagu metelo qoraalka, oo ay ku jiraan galinta macnaha guud (contextual embeddings) iyo TF-IDF. Baro hagaajinta halbeegyada (hyperparameter tuning), geynta qaabka (model deployment), iyo samaynta API si aad si habsami leh ugu dhexgaliso moodellada NLP xeeladahaaga ganacsi.

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Baro aasaaska NLP: Calaamadaynta (Tokenization), soo saarista asalka ereyga (lemmatization), iyo horudhaca qoraalka (text preprocessing).

Dhis shabakado neerfaha: Naqshadee RNNs, LSTMs, iyo moodellada beddelka (transformer) ee NLP.

Hagaaji moodellada (optimize models): Adeegso hagaajinta halbeegyada (hyperparameter tuning) iyo farsamooyinka hagaajinta (regularization).

Gayso xalalka NLP: Hirgali geynta qaabka (model deployment) iyo xeeladaha samaynta API.

Qiimee waxqabadka (evaluate performance): Isticmaal xaqiijinta isdhaafka ah (cross-validation) iyo cabbirrada qiimaynta qaabka.

Suggested summary

Workload: between 4 and 360 hours

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This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your professional journey.