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University of California San Diego

Design Thinking and Predictive Analytics for Data Products

This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. In this course, you will understand the fundamental concepts of statistical learning and learn various methods of building predictive models. 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: Model Training
Status: Data Cleansing
IntermediateCourse8 hours

Featured reviews

AM

Reviewed May 7, 2021

It was great course ,helped me in getting better understanding of data and do predictive modeling.

PM

Reviewed Apr 6, 2026

this platform provides an oppertunity to spread my knowledge beyond my careerline

A

Reviewed Apr 15, 2026

Design Thinking and Predictive Analytics for Data Products

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