Artificial Intelligence And Machine Learning Course
What will I learn?
Enhance your Business Intelligence skills with our Artificial Intelligence and Machine Learning Course. Delve into data pre-processing, mastering techniques like normalising numerical features and encoding categorical variables. Improve forecasting accuracy using linear regression, decision trees, and advanced methods such as random forests. Learn to integrate data pipelines, monitor model performance, and optimise using MAE and RMSE metrics. Gain expertise in visualising results and preparing detailed reports, all designed for practical, high-quality learning.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master data integration: Seamlessly connect and manage data pipelines effectively.
Enhance model accuracy: Optimise performance using advanced evaluation metrics.
Forecast with precision: Utilise regression and advanced machine learning models for accurate predictions.
Visualise insights: Create compelling data visualisations and reports for better understanding.
Engineer features: Develop robust time series features to improve prediction quality.
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.