Advanced Statistical Tools and Techniques
Online Training and Certification course on Advanced Statistical Tools and Techniques
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Instructor: Aryan Viswakarma
Validity Period: 730 days
Validity Period: 1095 days
Validity Period: 1460 days
Course: Advanced Statistical Tools (AST)
Course Duration: 13 hrs
Statistics, at its disciplinary core, is the science of understanding data. Qualitative data, which is difficult or impossible to quantify, and quantitative data are both types of information that statistics help us analyze, process and use.
The better grasp you have on statistics and statistical analysis, the more prepared you’ll be in a range of activities and situations, from playing games to doing your job in professional life. Statistical analysis is prevalent in all walks of life, and all professionals should have basic understanding of statistics.
“Statistics…is the most important science in the whole world: for upon it depends the practical application of every other science and of every art; the one science essential to all political and social administration, all education, all organization based upon experience, for it only gives the results of our experience.”
Data is everywhere. If you want to navigate the world properly, you need to have a handle on statistics.
Candidates shall have basic understanding on the concepts of statistics and shall have interest on the subject.
Who Should Attend?
- Professionals engage in problem solving, analysis etc
- Anybody eager of learning and enhancing his knowledge on this domain
- Students studying statistics, doing research
Each certification candidate is required to pass a written examination that consists of multiple choice and/or descriptive questions measuring comprehension of the Body of Knowledge. The exam will be conducted online. It is only offered in English.
Pass Criteria: > 60% marks
For candidates clearing the exam successfully certificate shall be issued by Quality HUB India, which is a registered organisation with GOI for training and certification courses.
- Note: One extra opportunity will be given to unsuccessful candidates free of charge.
How will I benefit from this certification?
Statistical data reveals broad implications that can dictate how entire organizations are run. Take the field of education as an example. Teachers use statistics to create fair tests. Students use statistical probabilities to determine what they need to study most before exams.
School psychologists and nurses use statistics to ask for the resources they’ll need to help kids, while voters consider data while determining their school district’s annual budget. At every level someone is crunching numbers and using data to guide their decision-making.
This course is designed by Quality HUB India for all those professionals, students, engineers who wants to enhance their carrier either in the field of Statistics, Problem Solving, Six Sigma and other relevant fields.
|Welcome and Study Instruction|
|Welcome and Study Instruction (03 min)|
|QHI ISO9001 & ISO14001 Certification + Candidate Certificate verification on QHI portal|
|Quality HUB India is now IAO Accredited Institution|
|Sample Size Calculation methods - Example & Minitab exercise|
|Basic Statistics (Complete)- Why do we use Statistics?, Population and Sample and Random Sampling|
|Measurement System Analysis (MSA)|
|Attribute Agreement Analysis - Minitab Exercise|
|Variable Gauge R & R study - Minitab Exercise|
|Statistical Process Control (SPC)|
|Process Capability Study (Cp,Cpk & Pp, Ppk)|
|Process Capability Study (Minitab Exercise)|
|What is K in Cpk|
|What is Pre-Control Charts? How to Use, Conditions, Interpretations etc, (PCC)|
|Attribute Control Chart- p, np, c & u chart (Exclusive Version)|
|Create Control Charts (X-Bar & R Chart) in Excel|
|Correlation Analysis –Learn to calculate in ‘Excel Sheet’ and ‘Minitab’|
|Linear Regression Analysis|
|Least Square Method in SLR (Minitab Exercise)|
|Multiple Linear Regression (MLR) with Minitab Exercise|
|Best Sub Set Regression with Minitab Exercise|
|Polynomial Regression with Minitab Exercise|
|Analysis of Means-ANOM with Minitab Exercise|
|Minitab Exercise on Scatter Plot, Correlation and Linear Regression analysis|
|Analysis of Variance (ANOVA)|
|Minitab Hypothesis Testing & ANOVA Exercise|
|Non Parametric Test with Minitab Exercise on -1 sample Sign Test & Moods Median Test|
|Run Test for Randomness with Minitab Exercise|
|Design of Experiments (DOE) - (P1)- How DOE works?, DOE Key Elements and Full Factorial Experiment|
|Design of Experiments (DOE) -(P2)- Moulding Experiment, Simplifying the model and Factorial Plots|
|DOE (Full Factorial) Exercise in Minitab|
|Outlier - An Important Statistical Indicator|
|Ssection 2: Practice Test|
|Practice Test - Advanced Statistics|
|Section 3: E Books|
|Bhote World Class Quality|
|Confirmation for Final Test|
After successful purchase, this item would be added to your courses.
You can access your courses in the following ways :
- From Computer, you can access your courses after successful login
- For other devices, you can access your library using this web app through browser of your device.