Artificial Intelligence Machine Learning Course
What will I learn?
Fungua uwezo wa AI katika akili ya biashara na Mafunzo yetu ya Akili Bandia na Mashine Kujifunza. Ingia ndani kabisa katika ukusanyaji wa data, ukimaster mambo ya nje, athari za matangazo, na uchambuzi wa mauzo ya kihistoria. Boresha usahihi wa modeli kupitia tuning ya hyperparameter na uchunguze mbinu za hali ya juu kama vile random search. Jifunze usindikaji bora wa data, mafunzo ya modeli, na tathmini, pamoja na cross-validation na vipimo vya utendaji. Chagua modeli sahihi kwa maarifa kuhusu random forests, gradient boosting, na neural networks. Imarisha ujuzi wako wa utoaji taarifa na uendeshe maamuzi ya biashara yenye matokeo.
Apoia's Unique Benefits
Develop skills
Enhance your practical skills listed below
Master ubashiri wa mauzo kwa kutumia mambo ya nje na data ya kihistoria.
Boresha usahihi wa modeli na tuning na uboreshaji wa hyperparameter.
Changanua utendaji wa modeli kwa mbinu za takwimu na mashine kujifunza.
Sanidi data kwa ufanisi: usanifishaji, kuondoa marudio, na kushughulikia mapengo.
Chagua na ufundishe modeli: Random Forest, Gradient Boosting, Neural Networks.
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.