MATH06103 2021 Data Analytics
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.
On completion of this module the learner will/should be able to;
Summarise and analyse statistical data.
Organise data in tabular or graphical form.
Carry out time series analysis.
Perform calculations for measures of correlation and regression.
Carry out a sample survey and be aware of a number of different sampling strategies.
Utilise computer software in the solution of statistical problems.
Teaching and Learning Strategies
The student will engage with the content of the module through lectures, tutorials and computer labs.
The student will develop and apply their learning through practical examples and exercise sheets.
The student will generate practical computer solutions in the computer labs using various software packages.
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.
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
- 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: Data Analysis using software packages.
Coursework & Assessment Breakdown
|Title||Type||Form||Percent||Week||Learning Outcomes Assessed|
|1||Continuous Assessment||Continuous Assessment||Assessment||100 %||OnGoing||1,2,3,4,5,6|
Full Time Mode Workload
|Independent Learning||Not Specified||Independent Learning||4||Weekly||4.00|
Required & Recommended Book List
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.
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.
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.
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.
2006 Using Statistics Gill
ISBN 0717140229 ISBN-13 9780717140220
A highly accessible, easy-to-read approach to statistics
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.
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.