Machine Learning Python Course
What will I learn?
Fur awoodda xogta adiga oo isticmaalaya Koorskeena Barashada Mashiinka ee Python, oo si gaar ah loogu talagalay xirfadlayaasha Sirdoonka Ganacsiga (Business Intelligence). Gal qoto dheer sahaminta iyo falanqaynta xogta, baro farsamooyinka horudhaca xogta, oo ka faa'iidayso awoodda algoritimyada barashada mashiinka sida isku-xidhka toosan (linear regression) iyo geedaha go'aan qaadashada (decision trees). Baro injineerinka astaamaha (feature engineering), tababarka moodelka, iyo qiimaynta, sidoo kale hagaaji moodeladaada adiga oo isticmaalaya habaynta halbeegyada (hyperparameter tuning). Ku soo gabagabee fidinta moodelka iyo dukumeenti gelinta, adiga oo hubinaya in xirfadahaga ay diyaar u yihiin adeegsiga dhabta ah ee dunida. Ku soo biir hadda si aad u horumariso khibraddaada BI!
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Baro si xeel dheer fidinta moodelka: Keydi, rar, oo dukumeenti garee moodelada si is dhexgalka aan kala go' lahayn.
Kobci injineerinka astaamaha: Abuur astaamo is dhexgala oo soo saar fikrado taariikheed.
Hagaaji tababarka moodelka: Hirgeli kala qaybinta tababarka-tijaabada oo ku qiimee cabbirro.
Sahami xogta si wax ku ool ah: Falanqee qaab dhismeedka xogta oo rar xog ururinta adiga oo isticmaalaya Pandas.
Hagaaji xirfadaha horudhaca xogta: Caadiyee, miisaan, oo si hufan u qor xogta qaybaha (categorical).
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.