Artificial intelligence Data Science Course
Master AI-driven data science for subscription services. Build churn models, run experiments, engineer features, create LLM-based retention messages, and deploy solutions to transform customer data into real revenue growth, better retention, and product success. Ideal for driving business results through practical AI techniques.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course equips you with skills to design experiments, set business metrics, and measure impact using subscription time-series data. You will preprocess data, create strong features, develop and assess churn prediction models, and present findings effectively. Gain expertise in deploying models, crafting retention messages with large language models, and sharing insights that boost revenue.
Elevify advantages
Develop skills
- Design churn experiments with A/B tests, power analysis, and quick ROI evaluation.
- Prepare time-series data by cleaning, encoding, and segmenting subscription datasets efficiently.
- Build and optimise churn models using tree-based ensembles for improved retention.
- Apply explainable AI techniques like SHAP to convert model outputs into actionable steps.
- Develop personalised retention messages using LLMs based on customer behaviour signals.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
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