AI And Machine Learning Course
What will I learn?
Advance your Business Intelligence career with our AI and Machine Learning Course. Become proficient in data preparation, covering formatting, managing missing values, and outlier treatment. Delve into predictive algorithms such as linear regression, decision trees, and sophisticated techniques like random forests. Fine-tune models using ensemble methods and hyperparameter tuning. Understand cross-validation, data splitting, and performance metrics. Improve your abilities in interpreting results and writing impactful reports. Enrol now for focused, top-notch learning designed for BI professionals.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Become proficient in data cleaning: Handle missing values and outliers with accuracy.
Implement ML algorithms: Apply linear regression and decision trees effectively.
Fine-tune models: Improve performance through hyperparameter tuning and ensemble methods.
Evaluate model accuracy: Use cross-validation and performance metrics like MAE and RMSE.
Report insights: Develop compelling reports and confidently analyse model predictions.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.