Access courses

Recommender System Course

What will I learn?

Unlock the power of personalized recommendations with our Recommender System Course (Naija Edition), we design am specially for tech professionals wey dey eager to sharpen their skills. Enter inside data preprocessing, master techniques like how to handle data wey dey miss and how to change data from one form to another. Use TensorFlow and Python to build strong models, and learn about different algorithms like collaborative filtering and matrix factorization. Make your models work better by tuning them and checking how well dem dey perform, and make user experience sweet pass before through personalization strategies. Join us now so you go turn data into correct actionable insights wey go make sense.

Apoia's Unique Features

Online courses available for life
Certificate aligned with educational standards
Printable PDF summaries
Online support always accessible
Select and arrange the chapters you want to study
Set your own course workload
Instant feedback on practical activities
Study at your convenience, no internet required

Develop skills

Enhance your practical skills as listed below

Master data preprocessing: Learn how to clean, change, and manage data well well.

Implement models: Use Python, TensorFlow, and Scikit-learn to create recommendations wey sabi work.

Optimize algorithms: Tune your algorithms well so dem go perform top-notch, and learn how to measure their performance.

Personalize experiences: Make users enjoy the app or website more by giving them recommendations wey follow their taste.

Analyze data: Find patterns and see trends so you go fit make correct decisions.

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.