Note: This post contains affiliate links and I may be compensated if you click on them.
Have you ever wondered how mathematics can be used to solve big data problems? .
Mathematics is everywhere, and with the rise of big data it becomes a useful tool when extracting information and analyzing large datasets. The free online course “Big Data: Mathematical Modeling” will show you how maths underpins big data analysis.
Big Data: Mathematical Modeling Course Content
Learn how to apply selected mathematical modeling methods to analyse big data in this course. It includes the following topics:
- How maths underpins many of the tools that are used to manage and analyze big data;
- How very different applied problems can have common mathematical aims, and therefore can be addressed using similar mathematical tools;
- Three tools based on a linear algebra framework:
- eigenvalues and eigenvectors for ranking;
- graph Laplacian for clustering;
- singular value decomposition for data compression.
- Develop your analysis skills with big data case studies;
- How these methods can be applied to a variety of case studies, including ranking websites, profiling leukaemia patients, taking selfies, and so on.
The course’s hands-on approach will allow you to develop your analytic skills using self-contained datasets, and explore how these methods can be applied to big data in your area.
Requirements
- You can learn about the modeling methods in this course even if you don’t have a strong maths background.
- The course assumes basic MATLAB (or other) programming skills for some of the practical exercises.
- MathWorks will provide you with free access to MATLAB Online for the duration of the course so you can complete the programming exercises.
Summary of Main Course Features
- Educators: Ian Turner, Steven Psaltis, Phil Gough, Miles McBain, Samuel Rathmanner and Matthew Sutton;
- In association with: ARC Centre of Excellence for Mathematical and Statistical Frontiers;
- Content Contributors: Kevin Burrage, Giuseppe De Martino, Steve Psaltis and Ian Turner;
- Duration: 2 weeks x 2 hours per week;
- Starts: 30 May;
- Certificates available.
Price: Free
Visit the Course Page
Similar Posts You May Like:
Improve Your Knowledge of Key Subjects in Mathematics – A Free Course
Learn About Data Manipulation in R Programming – Free Course
Get A Practical Insight Into Big Data Analytics – Free Course
Get An Introduction To Algebra – Free Course
Learn Excel Shortcuts, Formulas & Functions for Financial Modeling
Improve Your Mathematical Skills By Learning Vedic Speed Methods
Get a Practical Insight into Big Data Analytics – A Free Course
Big Data for Better Performance: A Free Online Course
Learn About R Programming for Data Statistical Computing – Free Course
Python Programming: Complex Decisions and Events – Free Course
