Pre-Event Workshop on Data Cleaning & Preparation by Dr. Carol Hargreaves

Monday, 13th March, 2017

About the Workshop

This one day course led by the highly respectable Dr. Carol Hargreaves will focus on to the critical importance of selecting, transforming, and properly preparing data ahead of model-building.

It will address the importance of not only cleaning data but also the characteristics of varying data types, how to address data quality issues and understanding how your data can work better for you.

Participants will learn that data outliers are not always what they seem and could be the most important reference point when potentially building models.

Course Outline and Agenda

08.30 - 09.00
09.00 - 09.30
Why should we clean data?
09.30 - 10.00
What is Data Cleaning?
10.00 - 10.30
Networking Tea Break
10.30 - 11.30
Types of Data Cleaning Approaches
11.30 - 12.30
Visual Analytics for Data Cleaning
12.30 - 01.30
Networking Luncheon
01.30 - 02.30
Data Summarization Techniques & for Data
02.30 - 03.30
How to Detect Quality Data Problems?
03.30 - 04.00
Networking Tea Break
04.00 - 05.00
Data Cleaning & Preparation for Machine Learning: An Example
Workshop ends

About the Trainer

Dr. Hargreaves, worked as Chief of the Master of Technology Enterprise Business Analytics Programme at the Institute of Systems Science, at the National University of Singapore, where her role included: designing business analytic courses, teaching, consulting & research in business analytics. For over 20 years, Dr. Carol Hargreaves has worked with a variety of industries to make businesses more intelligent. More specifically, she achieved this through the red hot science called business analytics. Now she works as Advanced Business Analytics Consultant & Data Scientist Expert. Holder of a PhD in statistics, Dr. Hargreaves’ extensive credentials in the field include working as a Quantitative Methods Manager at Cegedim Strategic Data in Australia providing market research analysis for pharmaceutical giants such as Pfizer, Novartis and Merck Sharp & Dohme.

For three years, she was also the Advanced Analytics Statistician at Synovate Aztec in Australia, where she developed sales and marketing models for food manufacturers like Nestle, Masterfoods Australia and Goodman Fielder. She also previously served as a biostatistcian at the National Health Medical Research Council at the University of Sydney and Head of Department for the Department of Statistics at the University of Durban-Westville. Dr. Hargreaves holds a PhD in Statistics from the University of South Africa and a MBA from the University of Wales (Cardiff). She was awarded the Foundation of Research and Development Scholarship in 1988, and Head of the Department of Statistics at the University of Durban-Westville in 1989 and 2000. Dr. Hargreaves has published several research papers in Business Analytics, Hospitality & Tourism, Inventory Systems, Stock Trading, Carbon Emission Reduction and Clinical Trials and has presented some of these papers at International Conferences.

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