Advanced Machine Learning Course
What will I learn?
Kor u qaad xirfadahaaga Sirdoonka Ganacsiga adiga oo isticmaalaya Koorskeen Sare ee Barashada Mashiinka. Si qoto dheer u gal farsamooyinka sahaminta xogta, baro falanqaynta saadaasha, oo baro sida loo fasiro saadaalinta moodalka si wax ku ool ah. Khibrad u yeelo saadaasha taxanaha wakhtiga adiga oo isticmaalaya moodooyinka ARIMA, Prophet, iyo LSTM. Hagaaji xirfadaada ku saabsan tababarka moodalka, qiimaynta, iyo hagaajinta hyperparameter. Koorskani wuxuu bixiyaa waxqabad tayo sare leh oo loogu talagalay in laguugu xoojiyo qalabka looga baahan yahay go'aan qaadashada xogta ku salaysan.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Baro sahaminta xogta: Soo hel aragtiyo qoto dheer adiga oo isticmaalaya EDA iyo qalabka muuqaalka.
Xirfadaha falanqaynta saadaasha: Fasiro oo ka warbixi saadaalinta moodalka si wax ku ool ah.
Khibrad taxane wakhti: Baro moodooyinka ARIMA, Prophet, iyo LSTM si aad u samayso saadaalin.
Farsamooyinka qiimaynta moodalka: Codso ansaxinta iskutallaabta iyo cabbirrada waxqabadka.
Hagaajinta Hyperparameter: Hagaaji moodooyinka adiga oo isticmaalaya raadinta grid iyo hababka Bayesian.
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.