AI in Healthcare Course
What will I learn?
Discover the power of AI in healthcare with our detailed course designed for engineering professionals in Lesotho. Explore data deeply, learning ways to spot unusual data and understand how data is spread out. Improve your skills in getting data ready, including making data uniform and coding it. Make models better by combining different methods and fine-tuning settings. Learn how to create models that predict outcomes, choose important features, and measure how well they work. Boost your knowledge with learning that is practical, of high quality, and to the point.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Become an expert in data exploration: Find outliers and understand how data is distributed.
Make models the best they can be: Use combined methods and adjust settings effectively.
Improve data preparation: Make data uniform and code different types of variables efficiently.
Create predictive models: Select the right algorithms and use cross-validation techniques.
Judge how well a model performs: Analyze accuracy, precision, recall, and F1-score.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and workload.
- Choose your starting chapter
- Add or remove chapters
- Alter the total 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 development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your career.