AI And Machine Learning Course
What will I learn?
Elevate your Business Intelligence career with our AI and Machine Learning Course. Master data preparation, including formatting, handling missing values, and outlier treatment. Dive into predictive algorithms like linear regression, decision trees, and advanced methods such as random forests. Optimise models with ensemble methods and hyperparameter tuning. Learn cross-validation, data splitting, and performance metrics. Enhance your skills in interpreting results and effective report writing. Join now for concise, high-quality learning tailored for BI professionals.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data cleaning: Tackle missing values and outliers with precision.
Implement ML algorithms: Apply linear regression and decision trees effectively.
Optimise models: Enhance performance with hyperparameter tuning and ensemble methods.
Evaluate model accuracy: Use cross-validation and performance metrics like MAE and RMSE.
Report insights: Craft compelling reports and analyse model predictions confidently.
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.