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University of California, San Diego

Python Data Products for Predictive Analytics

University of California, San Diego via Coursera Specialization

Overview

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.

Syllabus

Course 1: Basic Data Processing and Visualization
- Offered by University of California San Diego. This is the first course in the four-course specialization Python Data Products for ... Enroll for free.

Course 2: Design Thinking and Predictive Analytics for Data Products
- Offered by University of California San Diego. This is the second course in the four-course specialization Python Data Products for ... Enroll for free.

Course 3: Meaningful Predictive Modeling
- Offered by University of California San Diego. This course will help us to evaluate and compare the models we have developed in previous ... Enroll for free.

Course 4: Deploying Machine Learning Models
- Offered by University of California San Diego. In this course we will learn about Recommender Systems (which we will study for the Capstone ... Enroll for free.

Courses

Taught by

Ilkay Altintas and Julian McAuley

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