Machine Learning r Course
What will I learn?
Fur awoodda mashiin barashada adigoo isticmaalaya Koorska Mashiin Barashada ee R, oo si gaar ah loogu talagalay xirfadlayaasha tirakoobka. Gal gudaha diyaarinta xogta, adigoo baranaya farsamooyin sida kala qaybinta xogta, miisaanka muuqaalka, iyo koodh garaynta doorsoomayaasha qaybaha. Kobci xirfadahaaga ku saabsan maaraynta xogta, falanqaynta xogta sahaminta, iyo hagaajinta moodelka. Baro sida loo hirgeliyo algorithms sida Random Forests iyo Linear Regression, oo qiimee moodellada adigoo isticmaalaya is-qiimeyn iskutallaab ah (cross-validation) iyo cabbirro sida R-squared. Sare u qaad khibradaada adigoo isticmaalaya waxyaabo wax ku ool ah oo tayo sare leh oo loogu talagalay codsiyada dhabta ah.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Xirfad u yeelo diyaarinta xogta: Kala qaybi, miisaan, oo xogta u koodh garee si hufan.
Nadiifi oo maaree xogta: Rar, hubi, oo maaree qiimayaasha maqan ee R.
Samee EDA: Muuji qaybinta oo si wax ku ool ah u ogoow waxyaabaha ka baxsan.
Hagaaji moodellada: Hagaaji algorithms adigoo isticmaalaya hagaajinta hyperparameter.
Qiimee moodellada: Isticmaal is-qiimeyn iskutallaab ah (cross-validation) oo fasir cabbirrada waxqabadka.
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.