Machine Learning Course
What will I learn?
Fur awoodda barashada mashiinnada adiga oo adeegsanaya koorskeenna dhamaystiran oo loogu talagalay xirfadlayaasha teknolojiyadda. Gal qoto dheer ururinta xogta iyo sahaminta adiga oo isticmaalaya Pandas iyo NumPy, xirfadda u kala qaybinta xog ururinta, qiimee qaababka xogta si sax ah. Baro farsamooyinka muhiimka ah ee horudhaca, sahami xulashada qaabka sare, oo hel aragtiyo ku saabsan qaababka isku xidhka sida Geedaha Go'aan qaadashada iyo Keymaha Randomka ah. Horumarso xirfadahaaga adiga oo isticmaalaya macluumaad tayo sare leh oo dammaanad qaadaya inaad diyaar u tahay inaad wax ka qabato caqabadaha dhabta ah ee adduunka. Ku soo biir hadda oo beddel shaqadaada!
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Xirfadda maaraynta xogta: Rar, hubi, oo xulo xog ururinta adiga oo isticmaalaya Pandas iyo NumPy.
Hirgeli u kala qaybinta xog ururinta: Adeegso ansaxinta isdhaafka ah iyo farsamooyinka muunad qaadashada heeraysan.
Qiimee waxqabadka qaabka: Faham MAE, MSE, iyo mitirka R-squared.
Si wax ku ool ah u horudhac xogta: Wax ka qabo qiyamka maqan oo calaamadee doorsoomayaasha qaybta.
Hagaaji qaababka: Habee hyperparameter-ka oo isticmaal hababka isu geynta.
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.