Advanced Statistics Course
This course equips you with advanced statistical techniques for meaningful business outcomes. Delve into churn prediction, causal inference, uplift modelling, and explainable machine learning to craft superior experiments, boost retention efforts, and transform intricate user data into straightforward, revenue-driven decisions that drive organisational success.
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain expertise in advanced churn and retention analysis using real-world user data. Master data cleaning, exploratory data analysis, feature engineering, and develop precise predictive models with clear interpretations. Enhance causal inference for experiments, assess varied treatment effects, and convert findings into actionable business strategies, assured implementations, and effective follow-up experiments.
Elevify advantages
Develop skills
- Advanced churn modelling: construct, optimise, and explain reliable predictive models efficiently.
- Practical causal inference: compute ATE, CATE, and uplift for informed business choices.
- Impactful EDA: generate precise retention and revenue insights for stakeholder presentations.
- Efficient data cleaning: prepare, encode, and verify user datasets for production use swiftly.
- Executive reporting: convert statistical results into succinct, decision-ready narratives.
Suggested summary
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.What our students say
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