Data Science- Hypothesis Testing Using Minitab and R
What you'll learn
- Formulate Null and alternative hypothesis statement; perform Hypothesis testing techniques for various output and input types; Have an understating of "Analysis of Variance"
Requirements
- It is recommended (though not mandated) that participants have clear understanding of high school mathematics and basic statistics
Description
Data Science - Hypothesis Testing using Minitab, R is designed to cover majority of the capabilities from Analytics & Data Science perspective, which includes the following:
- Learn how to formulate a hypothesis statements with business context
- Preform 2 sample t test for continuous output with discrete inputs in 2 categories
- Using ANOVA for continuous outputs with more than 2 discrete categories of inputs
- Performing 2 – proportion test for discrete output and discrete inputs in 2 categories
- The Chi – Square test for discrete outputs with multiple discrete inputs
- Introduction to Non Parametric tests like: Mann Whitney test, Paired T test, Moods median Test and Tukey pairwise comparisons
- Learn about Hypothesis testing techniques & how to accomplish the same using R and Minitab
Who this course is for:
- Participants who want to take up a career in Data Analytics, Quality management and other allied fields
Instructor
![ExcelR Solutions](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 3.9 Instructor Rating
- 1,838 Reviews
- 15,200 Students
- 8 Courses
Certifications:
Certified Six Sigma Master Black Belt
Project Management Professional (PMP)
Agile Certified Practitioner (PMI - ACP)
Risk Management Professional (PMI-RMP)
Certified Scrum Master
Agile Project Management – Foundation & Practitioner from APMG
Bharani Kumar is an Alumnus of premier institutions like IIT & ISB with 15+ years professional experience and worked in various MNCs such as HSBC, ITC, Infosys, Deloitte in various capacities such as Data Scientist, Project Manager, Service Delivery Manager, Process Consultant, Delivery Head etc.
He has trained over 1500 professionals across the globe on Business Analytics, Agile, PMP, Lean Six Sigma, Business analytics and the likes.
He has 8 years of extensive experience in corporate, open house and online training.
He is a thorough implementer with abilities in Business Analytics and Agile projects.
He worked in Delivery management focusing on maximizing business value articulation.
He has a comprehensive experience in leading teams and multiple projects.
Quality Management: A thorough implementer with abilities in Quality management focusing on maximizing customer satisfaction, process compliance and business value articulation; comprehensive experience in leading teams & multiple projects. A result-oriented leader with expertise in devising strategies aimed at enhancing overall organizational growth, sustained profitability of operations and improved business performance.
Project Management: Project Management Professional involved in Initiation, Planning, Execution, Monitoring & Controlling and Closing phases of project activities. Devising and implementing project plans within preset budgets and deadlines and managing the projects towards successful delivery of project deliverables and meeting project objectives.
Training: Close to 8 years training experience and conducted multiple trainings in PMP, Agile, Six Sigma, Business Analytics and Process Excellence across the globe. Understands the individual differences of the attendees and possesses excellent training skills and considered as one of the best trainers in his areas of expertise.