AI Development Course
What will I learn?
Unleash the power of AI with our AI Development Course, tailored for tech professionals keen to do well. Learn model training and evaluation, becoming a master of cross-validation, data splitting, and performance metrics like MAE and RMSE. Improve your skills in data pre-processing, model optimisation, and time series forecasting using ARIMA and LSTM. Get a good understanding of sales prediction, data collection, and ethical considerations. Level up your expertise with hands-on, top-quality content designed for real-world application.
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master cross-validation for solid model evaluation.
Implement data pre-processing for cleaner datasets.
Optimise models using hyperparameter tuning techniques.
Forecast using ARIMA and LSTM for time series analysis.
Extract actionable insights from 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 it offers practical and relevant knowledge for your professional journey.