Data Analysis and Artificial Intelligence Course
This course equips you with practical data analysis and AI skills for churn prediction. Covering EDA, feature engineering, model training, tuning, evaluation, explanation, and deployment, you will create impactful models for tech products, ensuring business value through ethical practices.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain skills in data ingestion, validation, feature engineering, and targeted EDA for churn analysis. Master model selection, hyperparameter tuning, validation techniques, and business-oriented prediction evaluation. Learn to deploy models, integrate into workflows, and drive ethical decisions with data.
Elevify advantages
Develop skills
- Build strong churn datasets by ingesting, cleaning, imputing, and monitoring data quality efficiently.
- Create effective features from time, behaviour, and categorical data to improve model performance.
- Train and optimise ML models addressing class imbalance, hyperparameters, and preventing data leakage.
- Assess and interpret AI models using key metrics, SHAP values, and business insights.
- Deploy churn prediction AI into production with scoring, A/B testing, and revenue-driven actions.
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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