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