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Data Analytics Theatre
Wed 5th Oct 15:00 to 15:30
Practical machine learning for business applications
This tutorial is a condensed introduction to the key concepts of data science from a business perspective. It is intended for those who are interested in bringing data science to their business. Data science is much more than machine learning and sophisticated algorithms, it is also about engineering implementation and generating values for business. Therefore, the fundamental principle is to understand the need of the business and formulate a feasible engineering and machine learning solution. This tutorial will give you the foundation, language and framework to talk to both experts and executives.
Part 1: Data Science pipeline.
Part 2: A bird’s-eye view on the machine learning universe. What is and is not possible
with the latest techniques.
Part 3: Case study. Three case studies covering three different machine learning techniques and applications.
What you will take away from this session
- Formulating data into a machine learning problem
- Choosing the most appropriate algorithm and technique
- Understand, interpret, and conveying the results
- Implementing the algorithm for production
|Dr Angie Ma||View Profile|