Crash Course Machine Learning
What will I learn?
Unlock the power of machine learning with our Crash Course tailored for Business Intelligence professionals. Delve into data pre-processing, master machine learning fundamentals, and explore model selection and training. Enhance your skills with exploratory data analysis and feature engineering. Apply your knowledge to real-world business intelligence applications like marketing strategy optimisation and sales forecasting. This concise, high-quality course equips you with practical tools to excel in your career.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data pre-processing: Transform, normalise, and handle missing data efficiently.
Implement machine learning: Apply algorithms and evaluate regression models effectively.
Optimise model selection: Choose and tune models for superior performance.
Conduct exploratory analysis: Visualise data and identify patterns for insights.
Enhance business strategies: Forecast sales and optimise marketing and inventory.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust 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 offers practical and relevant knowledge for your professional journey.