Roel Morales Magda completed a 2-week course in Data Analytics for Decision Making: An Introduction to Using Excel through Bond University. The course taught learners how to manage and analyze data in Excel in order to inform real-life decisions. It covered topics such as descriptive statistics, probability, ethics, and using modern quantitative tools like Excel for business data analysis. Roel achieved an overall score of 88% and received a Certificate of Achievement for successful completion of the course.

1. Certificate of Achievement
ROEL MORALES MAGDA
has completed the following course:
DATA ANALYTICS FOR DECISION MAKING: AN INTRODUCTION TO USING EXCEL
BOND UNIVERSITY
An introduction to using Excel for data analysis and visualisations. This course teaches learners how to
manage and use data in order to inform real life decisions.
2 weeks, 3 hours per week
Dr Adrian Gepp
Associate Professor of Data Analytics
Bond University
Issued
17th
March
2021.
futurelearn.com/certificates/obyhf8k
The person named on this certificate has completed the activities in the
attached transcript. For more information about Certificates of
Achievement and the effort required to become eligible, visit
futurelearn.com/proof-of-learning/certificate-of-achievement.
This certificate represents proof of learning. It is not a formal
qualification, degree, or part of a degree.

2. ROEL MORALES MAGDA
has completed the following course:
DATA ANALYTICS FOR DECISION MAKING: AN INTRODUCTION TO
USING EXCEL
BOND UNIVERSITY
88%
OVERALL
SCORE
An introduction to using Excel for data analysis
and visualisations. This course teaches learners
how to manage and use data in order to inform
real life decisions.
STUDY REQUIREMENT
2 weeks, 3 hours per week
LEARNING OUTCOMES
SYLLABUS
Describe data using statistics and graphical
techniques
•
Use the concepts of probability and discrete
random variables to make business decisions
•
Understand the role of ethics in data analytics
•
Apply modern quantitative tools (Microsoft
Excel) to data analysis in a business context
•
Understand the changing landscape of data
science in the modern business world
•
Graphical Techniques for Describing Data
•
Graphical Techniques for Describing Data with
Excel
•
Descriptive Statistics for Summarising Data
•
The Role of Ethics in Data Analysis
•
Introduction to Probability for Discrete Random
Variables
•
Event Relations
•
Discrete Random Variables
•
Making Decisions under Uncertainty
•
The Environment for Analytics
•
This transcript should be read alongside the accompanying Certificate of Achievement.
For more information about transcripts visit futurelearn.com. Issued 17th March 2021. futurelearn.com/certificates/obyhf8k