AI Python Course
What will I learn?
Fungua nguvu ya AI katika ujasusi wa biashara na kozi yetu ya AI Python. Ingia ndani kabisa ya mafunzo na tathmini ya modeli, ukimaster mbinu kama vile train-test split na hyperparameter tuning. Imarisha ujuzi wako wa uchambuzi wa data kwa kutumia maktaba za Python kama vile Pandas na NumPy. Chunguza modeli za hali ya juu za utabiri, pamoja na ARIMA na LSTM, na ujifunze kutekeleza miradi na ripoti bora. Ongeza uwezo wako wa kuona data na Seaborn na Matplotlib. Badilisha taaluma yako na maarifa ya vitendo na bora yaliyoundwa kwa wataalamu wa BI.
Apoia's Unique Benefits
Develop skills
Enhance your practical skills listed below
Master Python kwa data manipulation ukitumia Pandas na NumPy.
Tekeleza modeli za AI kama vile ARIMA, Prophet, na LSTM kwa utabiri.
Engineer features kwa time series na lag na rolling statistics.
Tathmini modeli na metrics kama vile MAE na RMSE.
Unda ripoti za kuvutia za kuona na Seaborn na Matplotlib.
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.