AI Development Course
What will I learn?
Unlock the potential of AI with our AI Development Course, designed for technology professionals keen to excel. Dive deep into model training and evaluation, mastering cross-validation, data splitting, and performance metrics like MAE and RMSE. Sharpen your skills in data preprocessing, model optimisation, and time series forecasting using ARIMA and LSTM. Gain insights into sales prediction, data collection and ethical considerations. Elevate your expertise with practical, high-quality content tailored for real-world applications.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master cross-validation for solid model evaluation.
Implement data preprocessing for cleaner datasets.
Optimise models with hyperparameter tuning techniques.
Forecast with 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 modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can include
You’ll be able to generate additional chapters similar to the examples below
This is a free course focused on personal and professional growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.