Applied Machine Learning Course
What will I learn?
Improve your Business Intelligence skills with our Applied Machine Learning Training. This training is for people who want learn practical and good machine learning. Learn how to clean data, find important features, and choose the right model like decision trees and ensemble methods. Become better at training models, checking if they are good, and making them even better. You will also learn how to understand the results and give advice on what to do. This training will help you turn data into good business decisions at your own time.
Apoia's Unique Features
Develop skills
Enhance the practical skills listed below
Learn how to clean data: Make sure the data is in the right format, deal with missing information, and change variables.
Make models work better: Change the settings to get the best performance and compare different algorithms.
Check if models are good: Use different ways to see how accurate the model is and improve it.
Understand the results: Look at the results and give advice on what businesses should do.
Create new features: Make new data features to help the model predict better.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, feel free to 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 akin to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.