Details
R is also used by a growing number of data analysts inside corporations and academia. It is becoming their lingua franca partly because data mining has entered a golden age, whether being used to set ad prices, find new drugs more quickly or fine-tune financial models. Companies as diverse as Google, Pfizer, Merck, Bank of America, the InterContinental Hotels Group and Shell use it.
COURSE OBJECTIVE
To acquire the knowledge and develop a robust set of R Analytics / Programming skills required for designing and implementation.
COURSE OUTLINE
Introduction to Business Analytics & R Programming
* What is Business Analytics?
* Why use R Programming?
Introduction to Simple Data Visualization Charts
* How to visualize data using simple charts
* Group discussion on “How does your organization Make use of Simple Charts”
Introduction to Data Summarization Techniques
* Types of Data Summarization Techniques
* Group discussion: How does your organization
* Use simple statistics and data summarization techniques?”
Hands-on Practice Example on Data Visualization & Summarization using R
* Using R Programming, a business case study example is used to
visualize the data to gain business insights
* Using R Programming, a business case study is used to summarize data to gain business insights
Introduction to Correlation Analysis
* Business Case Study example of variables related to each other
* Group Discussion on “Which business variables in your
organization/industry can you test whether they are related or not?”
Introduction to Statistical Significance Testing
* What is Statistical Significance
* Types of Statistical Error
* Are these two variables Related?
* How to determine if two variables are related to each other Security Management
* Some examples of business variables that are related to each other
Hands-on Practice Example on Correlation Analysis using R
* Using R Programming, a business case study example is used as a demonstration to determine whether two variables are related to each other
* A Practice exercise on determining whether two variables are related to each other.
Introduction to Linear Regression Models
* Business case study examples on the Value of Simple Linear
Regression Models
* Group Discussion on, “Give an example of a situation in your
industry where Linear Regression Modelling may be applied”
Types of Modelling Techniques
* Forward, Backward & Mixed Modelling Techniques
* The Goodness of Fit Measure
Hands-on Practical Example on the Application of the Linear
Regression Model Development
* Demonstration on how to build a Linear Regression Model
* Practice exercise on how to build a Linear Regression Model
The Linear Regression Modelling Method in Action
* The Assumption of the Errors
* The Evaluation of the Model
Group Discussion
Summary & Wrap-up
WHO WILL BENEFIT FROM THIS COURSE?
This course is designed to assist those people interested in the areas of Business Analytics / R Analytics. The R Analytics MasterClass is intended to equip you with a set of skills that you can draw on to implement the technology in your organisation.
Class is limited to 20 attendees as hands-on sessions and real-time demonstration is expected.
COURSE OUTCOMES
On completion of this R Analytics MasterClass, attendees will have a robust set of R Analytics Programming skills that can be applied to any work setting.
* CALL: +65 6100 1503
* EMAIL: [email protected]
* WEBSITE: www.casugol.com
“The duty of helping one’s self in the highest sense involves helping of one’s neighbours” – Samuel Smiles
Based in Singapore, CASUGOL is an international certification body offering a wide-range of professional training and certification programs designed for all industries and verticals.
Participants attending our programs will develop the skills and knowledge in their chosen area of professional, personal or academic interest. Programs are constantly reviewed by educators who are industry experts in their chosen field to ensure that they remain current, relevant and consistently high quality.
CASUGOL strives to be a contemporary international neighbourhood where individuals gather to learn, be inspired, share ideas, knowledge, and resources to acquire all that necessary to pursue and advance in a career of their passion. Training and certification programs are also being offered in Malaysia, India, Philippines, Singapore, Vietnam, Australia, Nigeria, South Africa, and Uganda through global Certified Training Partner (CTP) network.
Empowering people to be their best by making education, knowledge, and resources accessible has always been our commitment. With programs that cover a diverse range of interests, participants can certainly learn update their knowledge, gain new skills, or unleash their creativity. ...
