Linear Regression Course
What will I learn?
Ku xeeldheerow aasaaska falanqaynta toosan adigoo adeegsanaya koorskeena dhamaystiran ee loogu talagalay xirfadlayaasha Sirdoonka Ganacsiga (Business Intelligence). Gal qotoda dheer aragtida xogta (data visualization), sahami farsamooyinka wax ka qabashada is waafaq la'aanta xogta, oo baro sida loo hirgeliyo falanqaynta toosan adoo isticmaalaya Python. Qiimee moodellada adoo isticmaalaya R-squared iyo isku-dheellitirka falanqaynta (regression coefficients), oo kobci xirfadahaaga qoraalka warbixinnada si aad si wax ku ool ah u soo bandhigto aragtida xogta. Koorskani wuxuu ku siinayaa awood aad ku soo saari karto aragtiyo wax ku ool ah oo aad ku sameysid talooyin ku saleysan xog, adigoo kor u qaadaya xirfaddaada falanqaynta.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Ku xeeldheer aragtida xogta: Samee oo fasir sawirro kala firdhiyey (scatter plots) oo wax ku ool ah.
Samee sahaminta xogta: Aqoonso, sax, oo wax ka qabo is waafaq la'aanta xogta.
Qiimee moodellada: Faham R-squared oo qiimee male-awaalada falanqaynta (regression assumptions).
Qor warbixinnada falanqaynta: Soo bandhig aragtiyo xog oo cad, kooban, oo habaysan.
Hirgeli falanqaynta toosan: Adeegso Python si aad u falanqaysid una fasirtid wax soo saarka.
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.