Applied Machine Learning Course
What will I learn?
Enhance your Business Intelligence skills with our Applied Machine Learning Course, crafted for professionals looking for practical, top-notch learning. Gain mastery in data pre-processing, delve into feature engineering, and explore model selection using techniques like decision trees and ensemble methods. Improve your expertise in model training, evaluation, and optimisation, while developing actionable insights and recommendations. This course empowers you to transform data into strategic business decisions, all at your own convenience.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master data pre-processing: Normalise data, handle missing values, and encode variables.
Optimise models: Fine-tune hyperparameters and compare algorithms for optimal performance.
Evaluate models: Use metrics to assess and improve model accuracy.
Develop insights: Analyse results to provide actionable business recommendations.
Engineer features: Create new data features to boost predictive power.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.