ML Course
What will I learn?
Kor u qaad xirfadahaaga Sirdoonka Ganacsiga (Business Intelligence) adigoo qaadanaya Koorskeena ML, oo loogu talagalay inuu ku xoojiyo farsamooyinka casriga ah ee barashada mashiinka (machine learning). Si qoto dheer u gal xeeladaha hagaajinta moodeelka (model optimization), sahami hagaajinta hyperparameter, oo ka faa'iideyso qalabka otomaatiga ah si aad u hesho waxqabad heer sare ah. Baro sida loo ururiyo xogta, loo habeeyo, iyo injineerinka astaamaha (feature engineering) si aad u horumariso falanqaynta taxanaha waqtiga (time series analysis). Ka hel aragtiyo ku saabsan isbeddellada iibka oo samee talooyin ganacsi oo istiraatiiji ah. Baro sida loo qiimeeyo moodeellada adoo isticmaalaya ansaxinta iskutallaabta (cross-validation) iyo qiyaasaha waxqabadka (performance metrics), oo sahami algorithms-ka saadaasha sida Prophet, LSTM, iyo ARIMA.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Baro hagaajinta hyperparameter si aad u hesho waxqabadka moodeelka ugu fiican.
Ka soo saar aragtiyo wax ku ool ah saadaasha moodeelka.
Hel oo si wax ku ool ah u maamul ilo xogeed oo kala duwan.
Samee astaamo loogu talagalay falanqaynta taxanaha waqtiga oo xoogan.
Hirgeli algorithms-ka ML ee horumarsan si loo helo saadaal sax ah.
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.