Contact us

Advanced Statistical Tools and Techniques (English)

Globally recognized and accredited Online Training and Certification course on Advanced Statistical Tools and Techniques

starstarstarstarstar_half 5.0 (266 ratings)

Language: English

Instructors: Aryan Viswakarma

Validity Period: 365 days

$250 60% OFF

$100

Why this course?

Description

Course: Advanced Statistical Tools (AST)

Course Duration: 11 hrs

Course Objectives

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.

Prerequisites

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 in this domain
  • Students studying statistics, doing research

Certification Exam

  • 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.
  • Learners need to appear for the final test within 12 months of purchasing the course. Course access will remain till the access period as per the applicability.
  • *Taking an exam after one year will incur a fee*
  • After the certificate is issued, you must wait 30 days to get a hard copy of the certificate.
  • Learners can clear their doubts arising during the study within 06 months from the date of purchasing the course.
  • For Sample Certificate Click Here

Pass Criteria:  > 60% marks

For candidates clearing the exam successfully certificate shall be issued by Quality HUB India, which is a registered organization 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 Indiafor all those professionals, students, engineers who want to enhance their carrier either in the field of Statistics, Problem Solving, Six Sigma, and other relevant fields.

Copying, Selling, or Harming videos-

  • We recommend that you do not share videos with your friends, as they may try to damage the videos, which will ultimately get you into trouble.
  • Hacking or causing harm to the videos in any way is a PUNISHABLE offense. You may only watch the videos for as long as they are still valid.
  • All of the videos are COPYRIGHTED.
  • Do not attempt to record the lectures in any other way. If you are caught unlawfully SELLING the lectures in full or in part, you will be forced to pay a large sum of money as compensation and face a slew of other legal consequences.

PS: Please contact us at +91-8094078781 or drop a mail at info@qualityhubindia.com /qhi2017@gmail.com if you notice any unlawful activity taking place in the name of Quality Hub India.

Format, Pdf, E-books, Templates availability:

All supporting format, Pdf, E-books, Templates as per the course requirement and within the scope, has been uploaded in the portal in the course section and downloadable.

No additional documents, formats, templates, etc shall be provided by QHI.

Policy on Cancellation and Refunds

  • The course to which you have subscribed cannot be replaced with another course.
  • It is not possible to cancel a course once it has been purchased.
  • There are no refunds for fees.
  • Courses are not transferrable.
  • Course Extension is possible. (How to seek a course extension, details are listed below)

For Technical Support-

Contact us at +91-8094078781 / 8824314500 or drop a mail at info@qualityhubindia.com /qhi2017@gmail.com

*Prices may change at any time without prior notice.

REQUEST FOR COURSE VALIDITY EXTENSION

  • STEP 1 - Select the validity period for a course extension.
  • STEP 2 - Pay and Share screenshot on Mail: qhi2017@gmail.com

    

You can also pay by scanning a QR code. Kindly share screenshot on mail at qhi2017@gmail.com with full details after payment (Name, Email id, Contact No. and Course Name)

Course Curriculum

Welcome and Study Instruction
Intro to Quality HUB India
Welcome and Study Instruction (English)
Quality HUB India "THE BEST Online Learning Platform of 2022" award by Business Connect Magazine
Introductions to Statistics and Basics Tools
Introduction to Basic Statistics- What is statistics? and Definition of Statistics (English)
Sample VS Population statistics-(English)
Basic Statistics- Why do we use Statistics?, What is Sample , Population and Sample (English)
Sampling and types of sampling (English)
How to Select Proper Graph for analysis (English)
Box and Whisker Plot (English)
Histogram -Data Distribution Tool - (ENGLISH)
Scatter Plot or Scatter Diagram -(ENGLISH)
Measurement System Analysis (MSA)
(P1)Introduction to Measurement System Analysis(MSA)- English
(P2)Understand Measurement as a Process - English
(P3) Sources of Variation - English
(P4)Fundamental Properties of Measurement System - English
(P8) Bias, Linearity and Stability - English
(P10) Repeatability and Reproducibility - English
How to Conduct Variable Gauge R and R (English)
Acceptance Criteria (variable Gauge MSA) - (English)
Variable Gauge R and R Study in Excel (Case Study)
Attribute Agreement Analysis and Acceptance Criteria (English)
Control Charts & Case Studies (Excel + Minitab)
SPC Study Steps - (English)
SPC- Control Chart (English)
SPC- Interpretation of Control Chart (English)
X-Bar and R-Chart(Excel) Case study-(ENGLISH)
X-Bar and R-Chart (Fruit Minitab Case Study)- English
Individual Moving Range (IMR Chart Minitab Case Study)- Cam Shaft Production - English
Attribute Control Charts & Minitab Case Study
Introduction to Attribute Control Charts (English)
Introduction to 'p' Chart (English)
'p'-Chart (Minitab Case Study) - English
Introduction to 'np' Chart (English)
'np'-Chart (Minitab Case Study)- English
Introduction to 'u' Chart (English)
'u'-Chart (Minitab Case Study)- English
Introduction to 'c' Chart (English)
'c'-Chart (Minitab Case Study)- English
Where to use which attribute Charts? (English)
Formula for Discrete Control Charts (English)
Meaning of Attribute Charts(English)
Process Capability Study
(P1) Intro to Process Capability Study (English)
(P2) What is Capability? (English)
(P3) VOC and VOP (English)
(P5)Capability Indices, Cp and Cpk (English)
(P6) Graphical Representation of Cp and Cpk (English)
(P7) Process Capability Index Cpk (English)
(P8) Capability for One Spec Limit (English)
(P9) Long Term Capability Study (Pp and Ppk)- (English)
(P10) Acceptance Criteria -Capability Study (English)
Hypothesis Test
Paired t-test (Minitab Exercise)
1 sample t-test (7 min)-05.10.21
2 sample t-test(Minitab)-05.10.21
Non-Parametric Test
Introduction to Non- Parametric Test. Difference between Parametric and Non-Parametric Test (English)
1- Sample Sign Test (English)
Moods Median Test (English)
Man Whitney Test (English)
Kruskal Wallis Test (English)
Analysis of Variance (ANOVA)
(P1.1) Intro to ANOVA (Analysis of Variance) -English
(P1.2) ANOVA-Additivity and Total Variance- Data Dimension and Total Variance Calculation (English)
(P2.1)ANOVA(One Way ANOVA Step 1 and 2)- Components of Variation and Calculation of the sum of squares (English)
(P2.2)ANOVA (Degree of Freedom) -English
(P2.3) ANOVA- Calculation of Mean Square, Calculation of the F- Ratio and Testing for significance (English)
(P2.4) ANOVA in Minitab- 95% Confidence Intervals (English)
(P2.5) ANOVA Summary and Crossed VS Nested Design (English)
ANOVA (Minitab Case Study)- Molding Process (English)
Analysis of Means (ANOM)
ANOM(P1)-Introduction to ANOM-(English)
ANOM(P2)- Difference between ANOVA and ANOM-(English)
ANOM(P3)- Case Study -(English)
Regression Analysis
(P1.1) Intro to Regression and Scatter Plot (English)
(P1.2) Regression-Correlation Analysis (English)
(P2.1) Regression- Introduction to Linear Regression (English)
(P2.2) Scatter Diagram, Regression (Minitab Example)- (English)
(P3.1) ANOVA for Linear Regression and Normality of Residuals (English)
(P3.2) Regression- Interpolation and Extrapolation summary (English)
Scatter, Correlation and Regression (Minitab Exercises) -English
Design of Experiments (DOE)
(P1)Design of Experiments (DOE)-Introduction, Benefits of DOE, What is Experimental Design? and How DOE works?
(P2.1)DOE- How DOE works -Example
(P2.2)DOE Key Terms (English)
(P2.3) DOE Coffee making Example (English)
(P3.1) DOE-Steps, One Factor at a Time (OFAT), Trial and Error, Fractional Factorial (English)
(P3.2)DOE- Mould Experiment Design and Main Effect Plot (English)
(P4) DOE-Mould Experiment(Interaction Effects)(English)
(P5.1)DOE-Mould Experiment (Interaction Effect summary) (English)
(P5.2)DOE-Creating design in Minitab(Mould Experiment)-(English)
(P6) DOE-Minitab Data Analysis(Mould Experiment) (English)
(P7)DOE-Minitab Main effect and Interaction(Mould Experiment) (English)
DOE(Minitab Exercise)- Molding Experiment (English)
Practice Test - Advanced Statistics
E-Books
The Book of SPC
Confirmation for Final Test
Registration Form

How to Use

After successful purchase, this item would be added to your courses.You can access your courses in the following ways :

  • From the 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.

Reviews

5
star star star star star_half
people 266 total
5
 
264
4
 
2
3
 
0
2
 
0
1
 
0