Computer Science Artificial Intelligence Course
What will I learn?
Unlock the potential of artificial intelligence with our Computer Science Artificial Intelligence Course (Irish Edition), designed for technology professionals keen to get stuck in. Delve into data preprocessing techniques, master machine learning algorithms like Support Vector Machines and Naive Bayes, and have a go at spam detection challenges. Learn how to evaluate models using accuracy, precision, and recall, and improve them with good strategies. Get proper hands-on experience in model training, testing, and ethical data collection, so you're well set to innovate in the AI game.
Apoia's Advantages
Develop skills
Strengthen the development of the practical skills listed below
Master evaluation metrics: Improve model accuracy and performance a treat.
Implement machine learning: Use algorithms for effective spam detection, fair play.
Optimize model training: Stop overfitting and underfitting in AI models, sure look.
Source ethical data: Find and use open-source datasets responsibly, that's the ticket.
Preprocess data efficiently: Clean, tokenize, and convert text data, no bother at all.
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.