AI Engineering Course
What will I learn?
Boost your tech career with our AI Engineering Course, specifically designed for tech professionals keen to master AI. Get stuck in to model evaluation techniques like Recall, F1-Score, and cross-validation. Improve your skills in proper documentation and check out machine learning algorithms for churn prediction, including decision trees and logistic regression. Get proper expertise in data exploration, feature encoding, and model optimisation strategies. Come and join us to transform data into actionable insights and drive innovation in your field.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master model evaluation: Improve accuracy with Recall, F1-Score, and Precision.
Document properly: Explain decisions and understand results clearly.
Predict churn: Use Decision Trees, Random Forests, and Logistic Regression.
Prepare data: Do exploratory analysis and handle missing data properly.
Optimise models: Use ensemble methods and fine-tune hyperparameters.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can include
You’ll be able to generate additional chapters similar to the examples below
This is a free course focused on personal and professional growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.