Python Data Products for Predictive Analytics Coursera

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 Python Data Products for Predictive Analytics Specialization offered by Coursera in partnership with UC San Diego is for learners who are proficient with the basics of Python. 

Key facts

• 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.

What you will learn

• Discover how to transform data and make it suitable for data-driven predictive tasks

• Understand how to compute basic statistics using real-world datasets of consumer activities, like product reviews and more

• Use Python to create interactive data visualizations to make meaningful predictions and build simple demo systems

• Perform simple regressions and classifications on datasets using machine learning libraries

Skills you'll gain

• Machine Learning

• Data Analysis

• Machine Learning Algorithms

• Probability & Statistics

• Regression

• Python Programming

• Statistical Programming

• Computer Programming

• Algorithms

• Programming Principles

• General Statistics

• Data Visualization