AI Specialist Course
What will I learn?
Boost your career with our AI Specialist Course, designed for tech professionals keen to master the basics of artificial intelligence. Dig deep into data collection and preparation, learn how to handle missing data, and use normalisation methods. Get good at model evaluation metrics like MAE and R-squared, and sharpen your skills in model training and hyperparameter tuning using Scikit-Learn. Explore machine learning algorithms such as decision trees and random forests, and improve your documentation and reporting skills. Join us to change your AI skills for the better today!
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master data collection: Find and get ready relevant datasets properly.
Optimise models: Train and tune models using Scikit-Learn methods.
Evaluate performance: Analyse models with MAE, R-squared, and MSE metrics.
Implement algorithms: Use decision trees, linear regression, and random forests.
Document insights: Make full technical reports and presentations.
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.