Applied ai Course
What will I learn?
This 'How to Use AI for Work' class will show you how AI can help your business make smarter decisions. You'll learn how to collect data the right way, making sure you respect people's privacy and do things ethically. We'll talk about the main places to get data. You'll also learn how to pick the best AI models, from simple decision trees to powerful neural networks, so you can predict things accurately. You'll get better at judging how good a model is, training it to work well, and making it even better. We'll also teach you how to deal with missing information and how to make clear pictures and charts to show what the data means. This class will give you the skills you need to do better in your job and give your company good advice.
Develop skills
Enhance your practical skills in the areas listed below.
Understand data privacy: Learn how to collect and use data without hurting anybody or breaking the law.
Choose AI models: Pick the right models to get the most accurate predictions.
Judge models: Use numbers like MAE and RMSE to see how well your model is doing.
Improve models: Fine-tune your models to make them work even better.
Make pictures from data: Create easy-to-understand charts and graphs to show what the data means.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 it offers practical and relevant knowledge for your professional journey.