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What will I learn?

Fur awoodda xirfaddaada teknolojiyadda adiga oo qaadanaya Koorska Shabakadda, oo loogu talagalay xirfadlayaasha teknolojiyadda ee doonaya inay xirfadda ku yeeshaan kala soocidda qoraalka iyo falanqaynta xogta. Si qoto dheer u gal tababarka moodeelka, qiimaynta, iyo hagaajinta adiga oo gacantaada ku tababaraya ansaxinta isdhaafka ah, xulashada muuqaalka, iyo hagaajinta hyperparameter. Kobci xirfadahaaga ku saabsan habaynta xogta ka hor, soo saarista muuqaalka, iyo moodooyinka barashada mashiinnada sida Naive Bayes iyo SVM. Faham ka hel ururinta xogta anshaxeed iyo dukumeentiyada wax ku oolka ah, si loo hubiyo inaad u diyaargarowdo caqabadaha dhabta ah ee dunida.

Apoia's Unique Features

Lifetime access to online courses
Certificate issued in accordance with educational standards
Printable PDF summaries
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Select and arrange the chapters you wish to study
Customize your course schedule
Immediate feedback on practical activities
Study anytime, even offline

Develop skills

Strengthen the development of the practical skills listed below

Xirfad u yeelo habaynta xogta ka hor: Calaamadee, caadiyee, oo nadiifi xogta qoraalka si hufan.

Hagaaji moodooyinka: Ku dhaqan xulashada muuqaalka iyo hagaajinta hyperparameter.

Qiimee waxqabadka: Isticmaal saxnaanta, saxsanaanta, soo celinta, iyo cabbirada F1-score.

Soo saar muuqaalada: Codso TF-IDF, Word2Vec, iyo farsamooyinka Bag of Words.

Dhis kala soocayaal: Samee Naive Bayes, SVM, iyo moodooyinka shabakadaha dareemayaasha.

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.