Crash Course Machine Learning
What will I learn?
Unlock the power of machine learning with our Quick Dive course, designed for Business Intelligence professionals in Namibia. Get stuck in with data cleaning, master the basics of machine learning, and explore how to choose and train models. Sharpen your skills with exploratory data analysis and feature engineering. Use what you learn on real-world business intelligence tasks, like improving marketing plans and predicting sales. This short, top-notch course gives you the practical skills to shine in your job.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master data cleaning: Transform, normalise, and deal with missing data properly.
Implement machine learning: Use algorithms and check regression models effectively.
Optimise model selection: Choose and fine-tune models for better results.
Conduct exploratory analysis: Visualise data and find patterns for insights.
Enhance business strategies: Predict sales and improve marketing and stock control.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the 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 growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.