AI Specialist Course
What will I learn?
Take your career to the next level with our AI Specialist Course, designed for tech professionals keen to get across the nitty-gritty of artificial intelligence. Get stuck into data collection and prep, learn how to handle missing data, and apply normalisation techniques. Become an expert in 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 boost your documentation and reporting skills. Join us to transform your AI know-how today!
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data collection: Identify and prepare relevant datasets efficiently.
Optimise models: Train and tune models using Scikit-Learn techniques.
Evaluate performance: Analyse models with MAE, R-squared, and MSE metrics.
Implement algorithms: Apply decision trees, linear regression, and random forests.
Document insights: Create comprehensive technical reports and presentations.
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.