- From www.edx.org
Introduction to Predictive Analytics using Python
- Self-paced
- Free Access
- Fee-based Certificate
- 6 Sequences
- Advanced Level
Course details
Syllabus
Week 1: Introduction to Predictive Modelling
Week 2: Python and Predictive Modelling
Week 3: Variables and the Modelling Process
Week 4: Transformation and Preparation of Data
Week 5: Data Quality Problems and Other Anomalies
Week 6: Regression and Case Study
Prerequisite
You should be familiar with an undergraduate level, or have a background, in mathematics and statistics. Previous experience with a procedural programming language is beneficial (e.g. Python, C, Java, Visual Basic).
Instructors
Dr Xuefei Lu
Lecturer in Predictive Analytics
University of Edinburgh
Sofia Varypati
Course Tutor
University of Edinburgh
Obinna Unigwe
Course Tutor
The University of Edinburgh
Dr Johannes De Smedt
Assistant Professor in Business Information Systems
KU Leuven
Dr Zexun Chen
Lecturer in Predictive Analytics
University of Edinburgh
Editor
The University of Edinburgh is a British university, founded in 1583 during a period of rapid development for the city of Edinburgh. It is considered to be one of the most prestigious universities in the world.
Having counted among its students inventors of the Industrial Revolution, it has more students than any other Scottish university and is one of the largest universities in the United Kingdom.
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