Introduction to Prescriptive Analytics

LEVEL: INTERMEDIATE                    HRDF: CLAIMABLE 

TRAINER: 

Associate Professor Dr Ibrahima Faye

 

20 - 22 NOVEMBER 2023

 

MS TEAMS

 

9.00AM - 5.00PM

 

RM 2,800 FOR PROFESSIONALS

10% Discount for Early Bird (until 3 November 2023) / Group / Students

CONTENT SUMMARY

INTRODUCTION

In the current data-driven world, organizations are increasingly looking for ways to extract meaningful insights from their data that could drive decision-making.  One of the most advanced types of analytics is “Prescriptive Analytics”. Prescriptive analytics uses data, algorithms, and models to recommend actions for an optimum outcome. This short course has been designed to provide you with a comprehensive understanding of Prescriptive Analytics. It will start with an overview of basic Python tools that are necessary for Data analytics.  The participants will then be exposed to the different types of Analytics by highlighting the fundamental concepts of each and their differences. Optimization tools, which are essential to prescriptive analytics will be introduced. Prescriptive analytics frameworks will then be presented followed with some real-world examples of prescriptive analytics applications and case studies.

COURSE CONTENT                                           

  • Review of Python tools for data analytics 
  • Data Analytics Fundamentals
  • Decision Optimization Techniques
  • Prescriptive Analytics Frameworks
  • Examples of prescriptive analytics applications



OBJECTIVES

Upon completion of this course, participants will be able to:

  • Learn basic Python tools for data analytics.
  • Understand the differences between the different types of analytics.
  • Learn the basic Optimization Techniques used in prescriptive analytics.
  • Understand the prescriptive analytics frameworks through examples.


WHO SHOULD ATTEND?

  • Researchers, 
  • Engineers, 
  • Business professionals, 
  • Graduate students, 
  • Data enthusiasts, 
  • Anyone aiming to enhance her/his analytics skills





OUR TRAINER

1. Associate Professor Dr. Ibrahima Faye (UTP)

Ibrahima Faye is a researcher at the Centre for Intelligent Signal and Imaging Research (CISIR), a national centre of excellence. He received a BSc, MSc and PhD in Mathematics from University of Toulouse and a MS in Engineering of Medical and Biotechnological Data from Ecole Centrale Paris. His research interests include machine learning, mathematics, signal and image processing, and science of learning. He has published over 150 papers in peer reviewed journals and international conferences and holds 2 patents in image processing. He is a senior member of the IEEE and currently the chair of IEEE Computational Intelligence Society (CIS), Malaysia.

COUNTDOWN

DaysHoursMinutesSeconds

REGISTRATION FEES

PROFESSIONALS

MYR2,800*

*fee quoted does not include SST, HRDF service fee, GST/VAT or withholding tax (if applicable).

EARLY BIRD/ GROUP/ STUDENT

MYR2,520*

*fee quoted does not include SST, HRDF service fee, GST/VAT or withholding tax (if applicable).

OUR LOCATION

Centre for Advanced & Professional Education (CAPE)

Level 8, Permata Sapura, Kuala Lumpur City Centre, 50088 Kuala Lumpur​

CALL US

+605 - 368 7558 /

+605 - 368 8485

DROP US AN EMAIL

cape@utp.edu.my