Recommender System Course
What will I learn?
Furo awoodda talooyinka shakhsi ahaaneed adigoo maraya Koorska Hababka Talobixinta (Recommender Systems), oo loogu talagalay xirfadlayaasha teknolojiyadda ee hamuunka u ah inay horumariyaan xirfadahooda. Si qoto dheer u gal diyaarinta xogta, adigoo xirfad u leh farsamooyinka sida maaraynta qiyamka maqan iyo beddelka xogta. Hirgeli moodallo horumarsan adigoo isticmaalaya TensorFlow iyo Python, oo sahami algorithms sida shaandhaynta iskaashiga iyo kala-saarista matrix. Hagaaji moodallada adigoo isticmaalaya hagaajinta hyperparameter iyo qiyaasta qiimaynta, oo kor u qaad khibrada isticmaalaha adigoo adeegsanaya xeeladaha shakhsiyeed. Ku soo biir hadda si aad xogta ugu beddesho aragtiyo wax ku ool ah.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Xirfad u yeelo diyaarinta xogta: Nadiifi, beddel, oo si hufan u maaree xogta.
Hirgeli moodallo: Isticmaal Python, TensorFlow, iyo Scikit-learn talooyinka.
Hagaaji algorithms: Hagaaji hyperparameters oo qiimee qiyaasta waxqabadka.
Shakhsiye khibradaha: Kor u qaad ka qaybgalka isticmaalaha adigoo adeegsanaya talooyin gaar ah.
Falanqee xogta: Aqoonso qaababka oo muuqaal ka bixi isbeddellada go'aamada waxgarashada leh.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, you can adjust the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You can generate more chapters similar to the examples below
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.