Comprehensive course analysis
Who should attend
This is an intermediate course and is applicable for professionals engaged in the following areas:
- Data Analysts
- Research Analysts
- Data Scientists
- Analytics Consultants
- Analytics Engineers
- Knowledge Engineers
- AI professionals
About the course
This course requires participants to have knowledge of R
An organisation’s analytics potential depends on its capability to process and manage the acquired data (both internal & external). The credibility and usefulness of sophisticated data analytics solutions rest upon good quality data. But good, clean data cannot always be readily available.
In the era of big data, analytics and advanced technology, sophisticated models can be built and deployed quickly. This course brings the focus back to the fundamentals of exploring, cleaning, preparing the data and the process of data acquisition and management. These processes ensure that the advanced analytics models are built on a strong foundation of data analytics process.
This course has been designed to equip analytics professionals and managers with an understanding of Data Analytics Process and Best Practices II so that their analytics activity downstream will be more credible and useful. This course is part of the Data Science , Graduate Certificate in Business Analytics Practice Series offered by NUS-ISS.
At the end of the course, the participants will be able to:
- Understand an end to end view of data analytics process.
- Structure a framework to align analytics objectives with business goals.
- Apply procedures and techniques for data sampling, data cleaning & audit.
- Apply procedures and techniques for data transformation, exploration, model testing and evaluation
- Understand basics of data warehousing
- Design a data pipeline process
- Design strategies for implementation of analytics projects
Nirmal is an Analytics professional with 18 years of experience in building practices from ground up in Asia. He has Co-founded and successfully exited from two Analytics companies. The first was Fractal Analytics, India’s leading third party analytics provider and the second: Mobius Innovations,...
Richard lectures in project management competency development and training courses; the Certified Outsourcing Manager (Associate) for IT Programme; the Certified Enterprise Architecture Practitioner Programme; and the Master of Technology Programme that include IT Service Management and Data Ware...
Brandon is currently an Associate in Institute of Systems Science, National University of Singapore (NUS-ISS). He completed his study in Computer Science, major in Software Engineering and Artificial Intelligence. Under the NUS full time research scholarship sponsored by The Logistics Institute -...
Prakash is an Associate Lecturer in Institute of Systems Science, National University of Singapore (NUS-ISS). He taught for various analytics modules at School of Information Systems, SMU Singapore for nearly three years prior to joining NUS-ISS. He holds a MS degree in IT in Business Analytics ...
16 years of experience in marketing insights and analytics across Asia, with special focus on consumer, retailing, brand research and policy development and evaluation. Expertise to integrate data from multiple sources. Extensively worked on segmentation, brand positioning, pricing decision, ROI,...
Read more about Business Analytics
Because of COVID-19, many providers are cancelling or postponing in-person programs or providing online participation options.
We are happy to help you find a suitable online alternative.