Python For AI Course
What will I learn?
Fur awooda Python ee AI-ga (Artificial Intelligence) ee ganacsigaaga adoo maraya koorskan dhamaystiran. Si qoto dheer u gal habaynta xogta, adigoo baranaya farsamooyin sida miisaamidda (scaling), caadaynta (normalizing), iyo koodh garaynta (encoding). Baro sida loo raro (loading) oo loo falanqeeyo xogta, sida wax looga qabto xogta maqan, iyo sida loo isticmaalo faylasha CSV. Hore u soco oo baro saadaalinta taxanaha waqtiga (time series) adoo isticmaalaya moodellada ARIMA, LSTM, iyo Prophet. Kobci xirfadahaaga ku saabsan tababarka moodelka, hagaajinta halbeegyada (hyperparameter tuning), iyo qiimaynta waxqabadka. Samee muuqaallo saameyn leh oo soo saar saadaasha iibka mustaqbalka. Sare u qaad khibradaada BI (Business Intelligence) adoo adeegsanaya waxbarasho tayo sare leh oo ku saleysan ficil.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Baro habaynta xogta: Miisaam, caadee, oo koodh garee si aad u heshid moodallo AI oo wanaagsan.
Samee falanqeyn xog ururin: Hel fikrado cusub oo wax ka qabo xogta maqan.
Hirgeli moodellada taxanaha waqtiga: Isticmaal ARIMA, LSTM, iyo Prophet si aad u sameyso saadaal sax ah.
Hagaaji waxqabadka moodelka: Kala qaybi xogta, hagaaji halbeegyada, oo qiimee natiijooyinka.
Muuqaal ka dhig oo dukumeenti garee fikradaha: Samee muuqaallo saameyn leh iyo dukumeenti dhamaystiran.
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.