1. All topics
  2. Technology
  3. Artificial Intelligence (AI)
  4. Machine Learning
Building a Recommendation System with Python Machine Learning and AI Preview

Building a Recommendation System with Python Machine Learning and AI

With Lillian Pierson, P.E. Liked by 22 users
Duration: 1h 39m Skill level: Intermediate Released: 7/10/2024

Start my 1-month free trial Buy for my team

Course details

Discover how to use Python—and some essential machine learning concepts—to build programs that can make recommendations. In this hands-on course, Lillian Pierson, P.E. covers the different types of recommendation systems out there, and shows how to build each one. She helps you learn the concepts behind how recommendation systems work by taking you through a series of examples and exercises. Once you're familiar with the underlying concepts, Lillian explains how to apply statistical and machine learning methods to construct your own recommenders. She demonstrates how to build a popularity-based recommender using the Pandas library, how to recommend similar items based on correlation, and how to deploy various machine learning algorithms to make recommendations. At the end of the course, she shows how to evaluate which recommender performed the best.

Skills you’ll gain

Earn a sharable certificate

Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.

Sample certificate

Certificate of Completion

  • Showcase on your LinkedIn profile under “Licenses and Certificate” section

  • Download or print out as PDF to share with others

  • Share as image online to demonstrate your skill

Meet the instructor

Learner reviews

4.6 out of 5

8 ratings
  • 5 star
    Current value: 6 75%
  • 4 star
    Current value: 1 13%
  • 3 star
    Current value: 1 13%
  • 2 star
    Current value: 0 0%
  • 1 star
    Current value: 0 0%
  • Jose CG Jose CG

    Jose CG

    Point of Sales Software Technician |

    5/5 January 5, 2025
    The course was fantastic! I really enjoyed the hands-on projects and found the content to be highly informative. I had a great experience with the course. The instructor was knowledgeable and engaging. I would definitely recommend this course to my friends.
    Helpful · Report

Contents

What’s included

  • Practice while you learn 1 exercise file
  • Learn on the go Access on tablet and phone

Similar courses

Download courses

Use your iOS or Android LinkedIn Learning app, and watch courses on your mobile device without an internet connection.

Download on the App Store Get it on Google Play