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Python Data Products for Predictive Analytics

Python data products are powering the AI revolution. Top companies like Google, Facebook, and Netflix use predictive analytics to improve the products and services we use every day. Take your Python skills to the next level and learn to make accurate predictions with data-driven systems and deploy machine learning models with this four-course Specialization from UC San Diego. This Specialization is for learners who are proficient with the basics of Python. You’ll start by creating your first data strategy. You’ll also develop statistical models, devise data-driven workflows, and learn to make meaningful predictions for a wide-range of business and research purposes. Finally, you’ll use design thinking methodology and data science techniques to extract insights from a wide range of data sources. This is your chance to master one of the technology industry’s most in-demand skills. Python Data Products for Predictive Analytics is taught by Professor Ilkay Altintas, Ph.D. and Julian McAuley. Dr. Alintas is a prominent figure in the data science community and the designer of the highly-popular Big Data Specialization on Coursera. She has helped educate hundreds of thousands of learners on how to unlock value from massive datasets.

Status: Feature Engineering
Status: Model Evaluation
IntermediateSpecialization

Top reviews across Python Data Products for Predictive Analytics

PA

Reviewed Jun 29, 2022

Great content. When you apply yourself to this course , there's no "dirty" data you can't handle.

AM

Reviewed May 7, 2021

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

PT

Reviewed Mar 31, 2021

The course provided a lot of insights into predictive modeling.

OD

Reviewed Jun 8, 2020

Great course to start with programming for business analytics.

PM

Reviewed Apr 6, 2026

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

NS

Reviewed Nov 16, 2019

Excellent content, but presentation is a bit challenging at times.

MZ

Reviewed Jun 29, 2019

Excellent to start your career in machine learning!!!

A

Reviewed Apr 15, 2026

Design Thinking and Predictive Analytics for Data Products

SS

Reviewed Feb 27, 2020

Pretty easy to start with, especially with a background in CS.

MS

Reviewed Sep 16, 2020

This course is more rewarding than I thought. The instructors give step by step explanation of the process also the syllabus of the course is just perfect, Highly recommended.

YJ

Reviewed Aug 2, 2020

It was a good Data Visualization course. I really liked it. It's a good beginner course to start with Data Visualization.

SR

Reviewed Nov 19, 2020

Goes into great detail on ways to actually use the code in sophisticated and useful ways. I feel like this course has started me on building a great python toolkit.

Learner reviews across Python Data Products for Predictive Analytics

Showing: 20 of 59

Xi
Course: Basic Data Processing and Visualization
3.0
Reviewed Jan 10, 2020Course: Basic Data Processing and Visualization
Paul
Course: Basic Data Processing and Visualization
2.0
Reviewed Jul 3, 2019Course: Basic Data Processing and Visualization
Carl
Course: Basic Data Processing and Visualization
5.0
Reviewed Apr 26, 2019Course: Basic Data Processing and Visualization
monal
Course: Basic Data Processing and Visualization
5.0
Reviewed Sep 16, 2020Course: Basic Data Processing and Visualization
Saul
Course: Basic Data Processing and Visualization
5.0
Reviewed Nov 20, 2020Course: Basic Data Processing and Visualization
umair
Course: Basic Data Processing and Visualization
5.0
Reviewed Aug 24, 2019Course: Basic Data Processing and Visualization
Carlos
Course: Basic Data Processing and Visualization
5.0
Reviewed Jun 29, 2020Course: Basic Data Processing and Visualization
Christian
Course: Basic Data Processing and Visualization
4.0
Reviewed Feb 16, 2022Course: Basic Data Processing and Visualization
J
Course: Basic Data Processing and Visualization
4.0
Reviewed May 29, 2020Course: Basic Data Processing and Visualization
Stan
Course: Basic Data Processing and Visualization
4.0
Reviewed Feb 28, 2020Course: Basic Data Processing and Visualization
João
Course: Basic Data Processing and Visualization
4.0
Reviewed Jul 28, 2020Course: Basic Data Processing and Visualization
Huston
Course: Basic Data Processing and Visualization
1.0
Reviewed Apr 24, 2024Course: Basic Data Processing and Visualization
Clarence
Course: Basic Data Processing and Visualization
5.0
Reviewed Aug 24, 2019Course: Basic Data Processing and Visualization
Matthew
Course: Basic Data Processing and Visualization
5.0
Reviewed Jun 11, 2022Course: Basic Data Processing and Visualization
AGBOGBA
Course: Basic Data Processing and Visualization
5.0
Reviewed Feb 18, 2021Course: Basic Data Processing and Visualization
Yuvraj
Course: Basic Data Processing and Visualization
5.0
Reviewed Aug 3, 2020Course: Basic Data Processing and Visualization
Paddy
Course: Basic Data Processing and Visualization
5.0
Reviewed Jun 30, 2022Course: Basic Data Processing and Visualization
Daniel
Course: Basic Data Processing and Visualization
5.0
Reviewed Aug 21, 2020Course: Basic Data Processing and Visualization
ANUSHREE
Course: Basic Data Processing and Visualization
5.0
Reviewed Mar 5, 2021Course: Basic Data Processing and Visualization
Oleksandr
Course: Basic Data Processing and Visualization
5.0
Reviewed Jun 9, 2020Course: Basic Data Processing and Visualization