Artificial intelligence Data Science Course
Master AI data science for subscription businesses. Gain skills in churn prediction, experiment design, time-series data preparation, feature engineering, explainable AI, LLM-powered retention messaging, and model deployment to boost revenue, retention, and product success through customer insights.
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This course teaches designing experiments, defining business metrics, and estimating impact using subscription time-series data. You will clean and preprocess data, engineer features, build and evaluate churn models, explain results, deploy and monitor models, design generative retention messaging with LLMs, and communicate insights for revenue growth.
Elevify advantages
Develop skills
- Churn experiment design: conduct A/B tests, power analysis, and ROI estimation quickly.
- Time-series data preparation: clean, encode, and split subscription data efficiently.
- Churn modelling: train, tune, and assess tree-based models for retention prediction.
- Explainable AI: apply SHAP values and metrics to convert models into business actions.
- LLM retention messaging: create safe, personalised prompts using customer data signals.
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
Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio CarloPrompt Engineering Student
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