Python AI Course
What will I learn?
Unleash the potential of AI with our Python AI Course, tailored for technology professionals keen to excel in recommendation systems. Delve into collaborative and content-based filtering techniques, expertly collect and prepare data using Pandas, and explore movie datasets. Boost your abilities with exploratory data analysis using Matplotlib and Seaborn, and implement models using Python and NumPy. Learn to evaluate and refine models using precision, recall, and F1-score, and produce clear, concise documentation and reports.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Master collaborative filtering: Enhance AI by gaining insights from user-item interactions.
Clean and prepare data: Optimise datasets for accurate AI model training.
Visualise data insights: Use Matplotlib and Seaborn to create impactful data visualisations.
Evaluate models effectively: Apply precision, recall, and F1-score metrics to assess model performance.
Document with clarity: Develop concise reports including code snippets and visuals.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and 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.