Applied ai Data Science Course
What will I learn?
Kor u qaad xirfadahaaga Sirdoonka Ganacsi (Business Intelligence) adiga oo isticmaalaya Koorska Sayniska Xogta ee AI ee La Adeegsado. Gal qoto dheer habaynta xogta (data preprocessing), baro tababarka iyo qiimaynta moodeelka, oo sahami noocyada AI si loo saadaaliyo taxanaha waqtiga (time series forecasting). Baro sida loo abuuro astaamo ku meel gaar ah (temporal features), sida loo hagaajiyo moodellada, iyo sida wax ku oolka ah loo soo bandhigo aragtida. Koorskani waxa uu bixiyaa waxyaabo kooban oo tayo sare leh oo loogu talagalay ku-dhaqanka dhabta ah, isaga oo hubinaya in aad hesho khibrad aad ku gaadhi karto go'aamo ku salaysan xogta oo aad kor ugu qaadi karto shaqadaada goobta firfircoon ee sayniska xogta.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Baro kala qaybinta xogta (data splitting) si aad u hesho tababarro iyo qiimayn sax ah.
Horumari aragtiyaha adiga oo isticmaalaya warbixinta sayniska xogta ee habaysan (structured data science reporting).
Injineeri astaamaha (engineer features) si loo horumariyo saxsanaanta saadaalinta taxanaha waqtiga.
Hagaaji moodellada adiga oo isticmaalaya hagaajinta hyperparameter-ka ee waxtarka leh.
Nadiifi oo habee xogta (clean and preprocess data) si aad u hesho sirdoon ganacsi oo adag (robust business intelligence).
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.