Python AI Course
What will I learn?
Unlock the power of AI with our Python AI Course, designed for technology professionals eager to excel in recommendation systems. Dive into collaborative and content-based filtering techniques, master data collection and preparation using Pandas, and explore movie datasets. Enhance your skills with exploratory data analysis using Matplotlib and Seaborn, and implement models with Python and NumPy. Learn to evaluate and improve models with precision, recall, and F1-score, and create clear, concise documentation and reports.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master collaborative filtering: Enhance AI with user-item interaction insights.
Clean and prepare data: Optimize datasets for accurate AI model training.
Visualize data insights: Use Matplotlib and Seaborn for impactful data stories.
Evaluate models effectively: Apply precision, recall, and F1-score metrics.
Document with clarity: Craft concise reports with code snippets and visuals.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the 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 growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.