AI & ML Course
What will I learn?
Unlock the potential of AI and ML in business intelligence with our comprehensive course. Dive into sales forecasting, data exploration, and visualisation to identify patterns and trends. Master data collection and preparation, including cleaning techniques and handling outliers. Learn advanced machine learning algorithms like ARIMA, Prophet, and LSTM for precise forecasting. Enhance your skills in model training, validation, and reporting, providing actionable insights for inventory management and strategic decision-making.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master sales forecasting: Predict future sales with precision and confidence.
Analyse data trends: Uncover patterns and seasonal shifts in sales data.
Clean and prepare data: Handle missing values and outliers effectively.
Implement ML models: Use ARIMA, Prophet, and LSTM for accurate forecasts.
Create impactful reports: Visualise data and provide actionable insights.
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.