Python AI Course
What will I learn?
Unlock the power of AI with our Python AI Course, designed for tech professionals keen to get ahead in recommendation systems. Delve into collaborative and content-based filtering techniques, master data collection and preparation using Pandas, and explore movie datasets. Improve your skills with exploratory data analysis using Matplotlib and Seaborn, and implement models with Python and NumPy. Learn to evaluate and refine models with precision, recall, and F1-score, and create clear, concise documentation and reports.
Apoia's Advantages
Develop skills
Strengthen the development of the practical skills listed below
Master collaborative filtering: Improve AI with user-item interaction insights.
Clean and prepare data: Optimise datasets for accurate AI model training.
Visualise data insights: Use Matplotlib and Seaborn for impactful data stories.
Evaluate models effectively: Apply precision, recall, and F1-score metrics.
Document with clarity: Produce concise reports with code snippets and visuals.
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.