How to Study Artificial Intelligence Course
This course provides a straightforward path to quickly grasp the basics of artificial intelligence. You will go over key mathematics, probability, and statistics, before advancing to essential machine learning, feature engineering, and interpretability. Gain knowledge in Python processes, SQL for pulling data, and hands-on modelling using an actual customer churn dataset, along with assessment, oversight, and moral, deployment-ready methods you can use right away.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course provides a straightforward path to quickly grasp the basics of artificial intelligence. You will go over key mathematics, probability, and statistics, before advancing to essential machine learning, feature engineering, and interpretability. Gain knowledge in Python processes, SQL for pulling data, and hands-on modelling using an actual customer churn dataset, along with assessment, oversight, and moral, deployment-ready methods you can use right away.
Elevify advantages
Develop skills
- Build strong machine learning pipelines: from SQL data preparation to deploying churn models.
- Master quick feature engineering: temporal, categorical, scaling, and PCA techniques.
- Evaluate models professionally: metrics, A/B testing, ROI, and business effects.
- Apply fundamental machine learning algorithms: linear, logistic, and tree-based models in Python.
- Explain AI outcomes clearly: using SHAP, LIME, and summaries ready for stakeholders.
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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