Recommendation System Course
This course provides practical skills in building, evaluating, and deploying video recommendation systems using collaborative filtering, matrix factorization, and hybrid methods, covering data processing, feature engineering, ranking metrics, A/B testing, and handling challenges like cold starts and biases.
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This Recommendation System Course equips you with hands-on skills to design, assess, and roll out top-notch video recommenders. You'll sort and check interaction data, create strong features for users, items, and contexts, and use collaborative filtering, matrix factorisation, and hybrid approaches. Gain knowledge in ranking measures, A/B trials, ANN searches, oversight, and instant personalisation to deliver dependable, expandable recommendation setups.
Elevify advantages
Develop skills
- Build ready-for-use recommenders: from raw data to ranked top-N lists quickly.
- Create video-focused features: viewing habits, freshness, and content cues.
- Apply scalable ANN search and two-step retrieval for massive item collections.
- Assess and A/B test recommenders using ranking, CTR, and engagement measures.
- Manage cold starts, biases, and shifts with practical, business-oriented methods.
Suggested summary
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.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course