Large Scale Machine Learning Course
What will I learn?
Ku xeeldheerow aasaaska barashada mashiinnada ee heerka wanaagsan adigoo adeegsanaya koorsadayada dhammaystiran ee loogu talagalay xirfadlayaasha teknolojiyadda. Baadh qiimaynta waxqabadka, sahami farsamooyinka hagaajinta moodellada, oo ka faa'iidayso qaababka xisaabinta ee loo qaybiyay sida Dask iyo Apache Spark. Faham dhibaatooyinka ka jira maaraynta xog uruurinta waaweyn oo horumari moodellada barashada mashiinnada ee la miisaami karo. Kobci xirfadahaaga ku saabsan dukumeentiyada iyo warbixinnada, adigoo hubinaya inaad si wax ku ool ah u gudbin karto natiijooyinkaaga. Nagu soo biir si aad kor ugu qaaddo khibradaada oo aad uga hormarto warshadaha teknolojiyadda.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Qiimee waxqabadka: Ku xeeldheerow tababarka iyo saadaalinta cabbirrada waqtiga si loo helo hufnaan.
Hagaaji moodellada: Baro cadaadiska, rarista xogta, iyo hagaajinta hyperparameter.
Ka faa'iidayso xisaabinta qaybsan: Adeegso Dask iyo Apache Spark si loo miisaamo.
Maaree xog uruurinta waaweyn: Faham astaamaha, caqabadaha, iyo kala qaybinta.
Dukumenti si wax ku ool ah: Soo koob natiijooyinka oo soo sheeg xallinta si cad.
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.