Artificial Intelligence Course
What will I learn?
Unlock the power of artificial intelligence in business intelligence with our comprehensive course designed for professionals. Delve into retail sales dynamics, mastering factors like seasonal trends and promotions. Enhance your data skills by learning to handle missing data, clean datasets, and engineer features for time series analysis. Gain expertise in model training, evaluation, and optimisation, including hyperparameter tuning and cross-validation. Elevate your forecasting abilities with cutting-edge machine learning models like Prophet, LSTM, and ARIMA.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master retail sales dynamics: Analyse trends and promotional impacts effectively.
Clean and preprocess data: Ensure data accuracy for insightful analysis.
Engineer time-based features: Enhance predictive models with temporal insights.
Optimise model performance: Fine-tune algorithms for superior accuracy.
Document and report findings: Communicate insights with clarity and precision.
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.