Python AI Course
What will I learn?
Unlock the power of AI with our Python AI Course, geared towards technology professionals keen to excel in recommendation systems. Delve into collaborative and content-based filtering methods, become proficient in data collection and preparation using Pandas, and investigate movie datasets. Improve your skills with exploratory data analysis using Matplotlib and Seaborn, and implement models using Python and NumPy. Learn to assess and refine models using precision, recall, and F1-score, and produce clear and concise documentation and reports.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Master collaborative filtering: Improve AI by understanding user-item interactions.
Clean and prepare data: Optimize datasets for effective AI model training.
Visualize data insights: Use Matplotlib and Seaborn to create compelling data presentations.
Evaluate models effectively: Apply precision, recall, and F1-score metrics for assessment.
Document with clarity: Develop concise reports that include code snippets and visualizations.
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.