Applied Machine Learning Course
What will I learn?
Level up your Business Intelligence skills with our Applied Machine Learning Course, designed for professionals looking for practical, top-notch learning. Learn how to prep data, explore feature engineering, and get stuck into model selection using techniques like decision trees and ensemble methods. Boost your skills in model training, evaluation, and optimisation, while coming up with insights and recommendations you can actually use. This course helps you turn data into smart business decisions, and you can learn at your own time, leh.
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master data prepping: Normalise, deal with missing data, and encode variables.
Optimise models: Tune hyperparameters and compare algorithms to get the best results, lah.
Evaluate models: Use metrics to check and improve how accurate your model is.
Develop insights: Analyse results to give business recommendations that can be put into action one.
Engineer features: Create new data features to make your predictions even better.
Suggested summary
Workload: between 4 and 360 hours
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
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 it offers practical and relevant knowledge for your professional journey.