AI Development Course
What will I learn?
Unlock the potential of AI with our AI Development Course, designed for technology professionals eager to excel. Delve into model training and evaluation, mastering cross-validation, data splitting, and performance metrics such as MAE and RMSE. Enhance your skills in data pre-processing, model optimisation, and time series forecasting with 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 Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master cross-validation for robust model evaluation.
Implement data pre-processing 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 adjust 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.