AI Machine Learning Course
What will I learn?
Elevate your Business Intelligence skills with our AI Machine Learning Course, designed for professionals seeking to harness data-driven insights. Master data loading, cleansing, and exploratory analysis to prepare robust datasets. Delve into feature engineering and model training with decision trees, random forests and gradient boosting. Learn to evaluate models using regression metrics and cross-validation. Finally, translate data insights into actionable business strategies and communicate findings effectively. Join now to transform your analytical capabilities.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data cleansing: Enhance data quality for accurate analysis.
Conduct exploratory analysis: Uncover insights from complex datasets.
Implement feature engineering: Optimise model performance with key features.
Evaluate models effectively: Choose the best model using robust metrics.
Translate insights to strategy: Drive business decisions with data-driven insights.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.