Crash Course Machine Learning
What will I learn?
Unlock the power of machine learning with our Crash Course, which is made for Business Intelligence experts. You will learn how to prepare data, master the basics of machine learning, and look at how to choose and train models. Improve your skills in looking at data to understand it and how to make new features. Use what you know in real business situations such as making better marketing plans and predicting sales. This short, but good course gives you the practical ways to do well in your job.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Master data preprocessing: Change, normalize, and deal with missing data well.
Implement machine learning: Use different algorithms and judge how well regression models work.
Optimize model selection: Pick and adjust models so that they work very well.
Conduct exploratory analysis: Look at data in pictures and find patterns to understand more.
Enhance business strategies: Guess how much you will sell and make your marketing and stock better.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and workload.
- Choose your starting chapter
- Add or remove chapters
- Alter the total course workload
Examples of chapters you can include
You'll be able to generate additional chapters similar to 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 career.