Anomaly Detection Course
What will I learn?
Unlock the power of anomaly detection with our comprehensive course tailored for Business Intelligence professionals. Dive into statistical methods like Z-score analysis and time series decomposition, master data preprocessing techniques, and explore machine learning approaches such as autoencoders and isolation forests. Enhance your skills in creating effective visualisations and communicating findings to stakeholders. Learn to assess and mitigate anomalies, ensuring accurate forecasting and impactful decision-making. Join now to elevate your BI expertise.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master Z-score analysis for precise anomaly detection.
Communicate insights effectively to stakeholders.
Create impactful visualisations for data clarity.
Implement machine learning for anomaly detection.
Develop strategies to mitigate business anomalies.
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.