AI Development Course
What will I learn?
I-unlock ang potential ng AI sa aming AI Development Course, na dinisenyo para sa mga technology professionals na sabik mag-excel. Sumisid sa model training at evaluation, mastering ang cross-validation, data splitting, at performance metrics tulad ng MAE at RMSE. Pagbutihin ang iyong skills sa data preprocessing, model optimization, at time series forecasting gamit ang ARIMA at LSTM. Magkaroon ng insights sa sales prediction, data collection, at ethical considerations. I-elevate ang iyong expertise gamit ang practical, high-quality na content na tailored para sa real-world applications.
Apoia's Unique Features
Develop skills
Strengthen your practical skills in the areas listed below.
Master ang cross-validation para sa robust model evaluation.
I-implement ang data preprocessing para sa mas malinis na datasets.
I-optimize ang models gamit ang hyperparameter tuning techniques.
Mag-forecast gamit ang ARIMA at LSTM para sa time series analysis.
Mag-extract ng actionable insights mula sa sales predictions.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change 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 will be able to generate more chapters like 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 offers practical and relevant knowledge for your professional journey.