Back to Deploying Machine Learning Models
University of California San Diego

Deploying Machine Learning Models

In this course we will learn about Recommender Systems (which we will study for the Capstone project), and also look at deployment issues for data products. By the end of this course, you should be able to implement a working recommender system (e.g. to predict ratings, or generate lists of related products), and you should understand the tools and techniques required to deploy such a working system on real-world, large-scale datasets. This course is the final course in the Python Data Products for Predictive Analytics Specialization, building on the previous three courses (Basic Data Processing and Visualization, Design Thinking and Predictive Analytics for Data Products, and Meaningful Predictive Modeling). At each step in the specialization, you will gain hands-on experience in data manipulation and building your skills, eventually culminating in a capstone project encompassing all the concepts taught in the specialization.

Status: Data Preprocessing
Status: Application Deployment
Course11 hours

Featured reviews

ML

4.0Reviewed Dec 6, 2020

I Liked the Course in general especially the recommender component. I would seriously recommend making major improvements and clarification to the capstone project.

All reviews

Showing: 17 of 17

Arnaldo Gualberto
2.0
Reviewed Oct 3, 2019
Mansi Parashar
1.0
Reviewed May 15, 2020
ilhaam Shaikh
3.0
Reviewed Jul 1, 2020
Mauro Malaguti
3.0
Reviewed Nov 26, 2021
Dennis Lam
1.0
Reviewed Aug 30, 2020
SANTIAGO ORTIZ CEBALLOS
1.0
Reviewed Oct 5, 2020
alfredo goñi
5.0
Reviewed Oct 1, 2020
oriol pi
5.0
Reviewed Sep 18, 2019
KAVIPRIYA S PSGRKCW
5.0
Reviewed Jan 18, 2026
韓. 彬
5.0
Reviewed Jan 3, 2026
Martin Lazar
4.0
Reviewed Dec 7, 2020
J Nahshon Bright Patten
4.0
Reviewed Aug 7, 2020
Christian Borschel
3.0
Reviewed May 18, 2022
cherif gad
3.0
Reviewed May 28, 2020
Eduardo Alberto Chemalle
3.0
Reviewed Apr 14, 2020
Sanzhar Murzakhmetov
1.0
Reviewed Oct 24, 2019
Kranthima Edupuganti
1.0
Reviewed Nov 15, 2020