AI Development Course
What will I learn?
Fungua uwezo wa AI na kozi yetu ya AI Development Course, iliyoundwa kwa ajili ya wataalamu wa teknolojia ambao wanataka kufanya vizuri sana. Ingia ndani kabisa ya mafunzo na tathmini ya modeli, ukijua vizuri cross-validation, kugawanya data, na vipimo vya utendaji kama vile MAE na RMSE. Boresha ujuzi wako katika usindikaji wa awali wa data, uboreshaji wa modeli, na utabiri wa mfululizo wa muda na ARIMA na LSTM. Pata ufahamu kuhusu utabiri wa mauzo, ukusanyaji wa data, na masuala ya kimaadili. Kweka utaalamu wako na maudhui ya vitendo na ya hali ya juu yaliyolengwa kwa matumizi halisi.
Apoia's Unique Benefits
Develop skills
Enhance your practical skills listed below
Jua vizuri cross-validation kwa tathmini bora ya modeli.
Tekeleza usindikaji wa awali wa data ili kupata datasets safi zaidi.
Boresha modeli kwa kutumia mbinu za kurekebisha hyperparameter.
Tabiri ukitumia ARIMA na LSTM kwa uchambuzi wa mfululizo wa muda.
Toa maarifa yanayoweza kutekelezwa kutoka kwa utabiri wa mauzo.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change 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 will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It does not equate to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.