Recommender System Course
What will I learn?
Learn how to make special suggestions for people using computers! This course is for people who work with technology and want to get better at their job. You'll learn how to clean up data and get it ready to use, like dealing with missing information and changing the data around. You'll use programs like TensorFlow and Python to build smart systems that give suggestions. You'll also learn about different ways to give suggestions, like looking at what similar people like. You'll make the systems even better by testing them and changing them to work best. In the end, you'll know how to use data to give people really good suggestions that they'll like!
Apoia's Unique Features
Develop skills
Enhance the practical skills listed below
Learn how to clean and prepare data well: Make sure the data is good and easy to use.
Build suggestion systems: Use Python, TensorFlow, and other programs to make the systems work.
Make the systems work their best: Test them and change them to give the best suggestions.
Give people suggestions that they will like: Make sure the suggestions are special for each person.
Look at the data carefully: Find patterns and understand what the data is telling you so you can make good decisions.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, feel free to 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 akin to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.