Python AI Course
What will I learn?
Unlock di power of AI wit wi Python AI Course, wey dem design for technology professionals wey eager to shine for recommendation systems. Tek dive inside collaborative and content-based filtering techniques, sabi how to collect and prepare data using Pandas, and explore movie datasets. Improve ya skills wit exploratory data analysis using Matplotlib and Seaborn, and implement models wit Python and NumPy. Learn how to evaluate and make models betta wit precision, recall, and F1-score, and create clear, concise documentation and reports.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Master collaborative filtering: Make AI betta wit user-item interaction knowledge.
Clean and prepare data: Make datasets ready for correct AI model training.
Visualize data insights: Use Matplotlib and Seaborn for data stories wey go touch heart.
Evaluate models effectively: Use precision, recall, and F1-score metrics.
Document with clarity: Write clear reports wit code and pictures.
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.