Anomaly Detection Course
What will I learn?
Unlock the power of anomaly detection with our comprehensive course tailored for Business Intelligence professionals. Dig deep 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. Sharpen your skills in creating effective visualisations and communicating findings to stakeholders. Learn to assess and reduce the impact of anomalies, ensuring accurate forecasting and impactful decision-making. Join now to take your BI skills to the next level.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master Z-score analysis for spot-on anomaly detection.
Communicate insights effectively to stakeholders.
Create visualisations that clearly show the data.
Use machine learning for anomaly detection.
Develop strategies to reduce the impact of business anomalies.
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.