About this Specialization
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.
| From | University of California San Diego via Coursera |
|---|---|
| Hours | 92 |
| Instructors | Julian McAuley, Ilkay Altintas |
| Language | English |
| Subjects | Data Science |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Products Coordinator $53k
Products Demonstrator $56k
Digital Products $60k
Commercial Products $63k
Products Editor $71k
New Products $76k
Data/Partner Products Test Engineer $83k
Data Products Circuit Designer $107k
Products Engineer $112k
Data Products Engineer $118k
Engineering and Products $162k
Senior Data Products Engineer $165k
Courses in this Specialization
Listed in the order in which they should be taken
| Starts | Course Information | |
|---|---|---|
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Jun |
Basic Data Processing and Visualization This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In... Coursera | University of California San Diego |
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Jun |
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... Coursera | University of California San Diego |
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Jun |
Meaningful Predictive Modeling This course will help us to evaluate and compare the models we have developed in previous courses. So far we have developed techniques for regression and classification, but how... Coursera | University of California San Diego |
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Jun |
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... Coursera | University of California San Diego |
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| From | University of California San Diego via Coursera |
|---|---|
| Hours | 92 |
| Instructors | Julian McAuley, Ilkay Altintas |
| Language | English |
| Subjects | Data Science |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Products Coordinator $53k
Products Demonstrator $56k
Digital Products $60k
Commercial Products $63k
Products Editor $71k
New Products $76k
Data/Partner Products Test Engineer $83k
Data Products Circuit Designer $107k
Products Engineer $112k
Data Products Engineer $118k
Engineering and Products $162k
Senior Data Products Engineer $165k
Similar Courses
Sorted by relevance
