Crash Course Machine Learning
What will I learn?
Unlock the power of machine learning with our Crash Course tailored for Business Intelligence professionals. Dive into data preprocessing, 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 preprocessing: 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 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 offers practical and relevant knowledge for your professional journey.