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MATH06103 2022 Data Analytics

General Details

Full Title
Data Analytics
Transcript Title
Data Analytics
Code
MATH06103
Attendance
N/A %
Subject Area
MATH - Mathematics
Department
BUS - Business
Level
06 - NFQ Level 6
Credit
05 - 05 Credits
Duration
Semester
Fee
€
Start Term
2022 - Full Academic Year 2022-23
End Term
9999 - The End of Time
Author(s)
Aiden Bell, Aileen Brennan, Cillian OMurchu
Programme Membership
SG_GLAWB_H08 202200 Bachelor of Arts (Honours) in Law and Business SG_BMKTG_B07 202200 Bachelor of Business in Marketing SG_BMARK_H08 202200 Bachelor of Business (Honours) in Marketing SG_BINTE_B07 202200 Bachelor of Business in International Tourism with Event Management SG_MBUSI_H08 202200 Bachelor of Arts (Honours) in Business and ICT SG_HBUIR_H08 202300 Bachelor of Arts (Honours) in Business and Irish SG_BINTM_B07 202300 Bachelor of Business in International Tourism with Event Management
Description

The module is intended to help students to understand and master the necessary skills to interpret numerical and graphical information and describe data appropriately. It will introduce basic concepts and methods of Quantitative Methods and will enable students to solve problems and make decisions using various statistical tools.

Learning Outcomes

On completion of this module the learner will/should be able to;

1.

Summarise and analyse statistical data.

2.

Carry out time series analysis.

3.

Perform calculations for measures of correlation and regression.

4.

Carry out a sample survey and be aware of a number of different sampling strategies.

5.

Utilise spreadsheets in the solution of statistical problems. 

Teaching and Learning Strategies

The teaching and learning strategy is one which is founded on student-centered active learning. This module will be delivered by a mixture of face to face, online delivery and tutorial support as appropriate. Students will be supported in this module through the use of various virtual learning environments. The student will develop and apply their learning through practical examples, case studies and exercise sheets.

 

Module Assessment Strategies

A series of examinations throughout the semester.

Quizzes will be used to allow the learner to obtain feedback on a regular basis.

Repeat Assessments

Written exam

Indicative Syllabus

1. Data presentation and summarisation:

  • Use various methods of representing data in graphical and tabular form.
  • Calculate the mean, median and mode.
  • Calculate the range, interquartile range, standard deviation, coefficient of variation and coefficient of skewness.

2. Sampling Theory: 

  • Distinguish between and describe random and non-random sampling methods.
  • Outline the procedure to follow in conducting a sample survey.

3.Time Series: 

  • Factors which affect a Time Series.
  • Moving average trend, seasonal & cyclical variation and residuals based on the additive model.
  • Deseasonalised data.
  • Forecasting future values.

4.Regression and Correlation: 

  • Draw scatter graphs.
  • Calculate linear regression co-efficients.
  • Calculate measures of correlation and rank correlation.
  • Use the regression line for forecasting.

5. Data Analysis: Use spreadsheets to analyse data from some of the previous sections.

Coursework & Assessment Breakdown

Coursework & Continuous Assessment
100 %

Coursework Assessment

Title Type Form Percent Week Learning Outcomes Assessed
1 Continuous Assessment Coursework Assessment Assessment 100 % OnGoing 1,2,3,4,5
             
             

Full Time Mode Workload


Type Location Description Hours Frequency Avg Workload
Lecture Not Specified Lecture 3 Weekly 3.00
Independent Learning Not Specified Independent Learning 4 Weekly 4.00
Total Full Time Average Weekly Learner Contact Time 3.00 Hours

Required & Recommended Book List

Required Reading
2011-01 Basic Statistics for Business & Economics
ISBN 0073401781 ISBN-13 9780073401782

Lind/Marchal/Wathen Basic Statistics for Business and Economics, 7e is the basic version of Statistical Techniques in Business & Economics 14e, our market best seller. Like the 14th edition, the 7th edition contains comprehensive coverage of statistical tools and methods delivered in a student friendly, step-by-step format but in a shorter, essential version of the big book. The text is non-threatening and presents concepts clearly in a conversational writing style. Statistical concepts are illustrated with solved applied examples. The text maintains a focus on presenting statistics content first and using software as tools to support interpretation of data and results.

Required Reading
2018-01-02 Basic Statistics for Business and Economics
ISBN 1260287858 ISBN-13 9781260287851

The 9th edition of Lind/Marchal/Wathen: Basic Statistics for Business and Economics, is a step-by-step approach that enhances student performance, accelerates preparedness and improves motivation for the student taking a business statistics course. The main objective of the text is to provide students majoring in all fields of business administration with an introductory survey of the many applications of descriptive and inferential statistics. The relevant approach taken in this text relates to the college students today as they will receive the information that is important to them in this class as well as their future careers. Understanding the concepts, seeing and doing plenty of examples and exercises, and comprehending the application of statistical methods in business and economics are the focus of this book. Connect is the only integrated learning system that empowers students by continuously adapting to deliver precisely what they need, when they need it, and how they need it, so that your class time is more engaging and effective.

Required Reading
2018 Business Mathematics
ISBN 0134693329 ISBN-13 9780134693323

For courses in Business Mathematics. Focuses on current issues, real companies, and pragmatic business scenarios Business Mathematics by Clendenen and Salzman teaches students the mathematical skills they need for success in business, emphasizing mastery of business concepts and scenarios that require a mathematical solution. With a strong focus on current issues, real companies, and pragmatic business scenarios, the authors cover the full spectrum of basic business math, placing every concept in context with relevant examples. Along with an updated MyLab(tm) Math course, the 14th Edition has been significantly revised to modernize the text, improve discussions, and make the material more meaningful to students. This revision is packed with data, examples, graphs, photographs, and case studies that demonstrate the material's relevance as it teaches students to interpret data and information. A global perspective is emphasized through examples and exercises that highlight issues in other countries. Also available with MyLab Math By combining trusted author content with digital tools and a flexible platform, MyLab personalizes the learning experience and improves results for each student. Note: You are purchasing a standalone product; MyLab Math does not come packaged with this content. Students, if interested in purchasing this title with MyLab Math, ask your instructor to confirm the correct package ISBN and Course ID. Instructors, contact your Pearson representative for more information. If you would like to purchase both the physical text and MyLab Math, search for: 0135195969 / 9780135195963 Business Mathematics Plus MyLab Math with Pearson eText - Access Card Package Package consists of: 0134693329 / 9780134693323 Business Mathematics, 14e 0134836235 / 9780134836232 MyLab Math with Pearson eText - Access Card - for Business Mathematics, 14/e

Required Reading
2018-10-23 Excel 2019 Bible John Wiley & Sons
ISBN 9781119514787 ISBN-13 1119514789

The complete guide to Excel 2019 Whether you are just starting out or an Excel novice, the Excel 2019 Bible is your comprehensive, go-to guide for all your Excel 2019 needs. Whether you use Excel at work or at home, you will be guided through the powerful new features and capabilities to take full advantage of what the updated version offers. Learn to incorporate templates, implement formulas, create pivot tables, analyze data, and much more. Navigate this powerful tool for business, home management, technical work, and much more with the only resource you need, Excel 2019 Bible. Create functional spreadsheets that work Master formulas, formatting, pivot tables, and more Get acquainted with Excel 2019's new features and tools Whether you need a walkthrough tutorial or an easy-to-navigate desk reference, the Excel 2019 Bible has you covered with complete coverage and clear expert guidance.

Required Reading
2012-07-02 Predictive Analytics Pearson Education
ISBN 9780789749413 ISBN-13 0789749416

Explains how to use Excel predictive analytics to solve problems in areas ranging from sales and marketing to operations. Reveals how to build credible and reliable forecasts. Describes advanced techniques to build revenue, reduce costs and improve productivity. Includes downloadable Excel workbooks to adapt to your own requirements.

Required Reading
2007 Quantitative Methods for Business Decisions Cengage Learning EMEA
ISBN 1844805743 ISBN-13 9781844805747

Using a rigorous exercise-based approach, this title provides in-depth guidance on how to apply to most widely-used statistical methods in business. Each chapter focuses on a selection of statistical techniques, illustrated with examples from across business, marketing, economics, accounting, finance and public administration.

Required Reading
2013-01-21 Quantitative Methods for Business Decisions Cengage Learning Emea
ISBN 1408064987 ISBN-13 9781408064986

Provides students with all the tools they need to pass the typical Quantitative Methods course. This title includes chapters that focus on a selection of statistical techniques, illustrated with examples from across business, marketing, economics, finance, and public administration, that may appeal to students across the business spectrum.

Required Reading
2006 Using Statistics Gill
ISBN 0717140229 ISBN-13 9780717140220

A highly accessible, easy-to-read approach to statistics

Module Resources

Non ISBN Literary Resources
Journal Resources
URL Resources
Other Resources

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Additional Information