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

Online Training and Certification course on Advanced Statistical Tools and Techniques

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Language: English

Instructors: Dr. Aryan Viswakarma

Validity Period: 365 days

$600 90.17% OFF

$59

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 analyse, 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 a basic understanding of statistics.

“Statistics…is the most important science in the whole world: for upon it depends on 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 a basic understanding of the concepts of statistics and shall have an interest in the subject.

Who Should Attend?

  • Professionals engage in problem-solving, analysis, etc.
  • Anybody eager to learn and enhancing his knowledge in this domain
  • Students studying statistics, doing research

Join Our Weekly Live Doubt-Clearing Sessions

We are committed to your learning success! To ensure clarity and help you achieve your goals, we conduct live doubt-clearing sessions every week.

Why Attend?

  • Get personalized answers to your questions.
  • Clarify doubts on complex concepts or assignments.
  • Interact directly with our expert instructors.
  • Strengthen your understanding and confidence.

Certification Exam Guidelines

Examination Format:

  • The certification exam comprises multiple-choice questions designed to assess the comprehension of the Body of Knowledge.
  • The exam will be conducted online and is available only in English.

Course Validity & Exam Timeline:

  • Learners must take the final exam within 12 months of purchasing the course.
  • Course access will remain available throughout the designated access period as applicable.

Note: Attempting the exam after the one-year period will require an additional fee.

Certification:

  • E-certificates will be issued upon successful completion of the exam.
  • Certificates will be delivered within 7 working days after passing the exam.

Sample Certificate:

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  or drop a mail at [email protected]

*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: [email protected]

    

You can also pay by scanning a QR code. Kindly share a screenshot by mail at [email protected] with full details after payment (Name, Email id, Contact No. and Course Name)

Benefits of Doing Courses from Quality HUB India™

  • Expert instruction: Quality HUB India has a team of experienced trainers and consultants who have extensive knowledge and practical experience in their respective fields.
  • Relevant and up-to-date content: Quality HUB India courses are designed to be practical and relevant, and they are updated regularly to reflect the latest best practices and industry standards.
  • Industry recognition: Quality HUB India courses are recognized by various organizations and institutions in the industry, which can enhance your credibility and help you to stand out in the job market.
  • Online Weekly Live Doubt Clearing Session: Interact with the faculty online every week and clarify your doubts arising during the learning for one full year from the date of purchasing the course.
  • Networking opportunities: Quality HUB India courses provide opportunities for attendees to network with professionals from different industries and backgrounds, which can help you build valuable relationships and expand your knowledge.
  • Flexible learning options: Quality HUB India offers both online and classroom-based courses, which provides flexibility for busy professionals and allows you to choose the learning option that best fits your schedule and preferences.
  • Affordable pricing: Quality HUB India courses are priced affordably, making them accessible to individuals and organizations of all sizes and budgets.

Awards & Recognitions

  • “Indian Achiever’s Award 2021-22” by Indian Achiever’s Forum
  • ‘THE 2022 Global Education Award’ by Xel Research & Journey Magazine
  • “Top 10 Manufacturing Consultant 2022” by Industry Outlook Magazine
  • “THE BEST Learning Platform of 2022” by Business Connect Magazine

Accreditations & Certifications

  • The Council for Six Sigma Certification (CSSC) – USA
  • International Quality Federation (IQF) – USA
  • International Accreditation Organisation (IAO) – USA
  • ISO 9001:2015 – Quality Management System
  • ISO 14001:2015 – Environment Management System
  • ISO 29990:2010 – Learning Services for Non-Formal Education & Training

Course Curriculum

  • Introductions to Statistics and Basics Tools
  • · Introduction to Basic Statistics- What is statistics? and Definition of Statistics

    · Sample VS Population statistics

    · Basic Statistics- Why do we use Statistics? What are Sample, Population, and Sample

    · Sampling and types of sampling

    · How to Select the Proper Graph for analysis

    · Box and Whisker Plot

    · Histogram -Data Distribution Tool

    · Scatter Plot or Scatter Diagram

    Measurement System Analysis (MSA)

    · Introduction to Measurement System Analysis(MSA)

    · Understand Measurement as a Process

    · Sources of Variation

    · Fundamental Properties of Measurement System

    · Bias, Linearity, and Stability

    · Repeatability and Reproducibility

    · How to Conduct Variable Gauge R and R

    · Acceptance Criteria (variable Gauge MSA)

    · Variable Gauge R and R Study in Excel

    · Attribute Agreement Analysis and Acceptance Criteria

    Control Charts & Case Studies (Excel + Minitab)

    · SPC Study Steps

    · SPC- Control Chart

    · SPC- Interpretation of Control Chart

    · X-Bar and R-Chart(Excel) Case study

    · X-Bar and R-Chart (Minitab Case Study)

    · Individual Moving Range (IMR Chart Minitab Case Study)

    Attribute Control Charts & Minitab Case Study

    · Introduction to Attribute Control Charts

    · Introduction to 'p' Chart

    · 'p'-Chart (Minitab Case Study)

    · Introduction to 'np' Chart

    · 'np'-Chart (Minitab Case Study)

    · Introduction to 'u' Chart

    · 'u'-Chart (Minitab Case Study)

    · Introduction to 'c' Chart

    · 'c'-Chart (Minitab Case Study)

    · Where to use which attribute Charts?

    · Formula for Discrete Control Charts

    · Meaning of Attribute Charts

    Process Capability Study

    · Intro to Process Capability Study

    · What is Capability?

    · VOC and VOP

    · Capability Indices, Cp and Cpk

    · Graphical Representation of Cp and Cpk

    · Process Capability Index Cpk

    · Capability for One Spec Limit

    · Long Term Capability Study (Pp and Ppk)

    · Acceptance Criteria -Capability Study

    Hypothesis Test

    · Paired t-test (Minitab Exercise)

    · sample t-test (Minitab Exercise)

    Non-Parametric Test

    · Introduction to Non- Parametric Test. Difference between Parametric and Non-Parametric Test

    · Sample Sign Test

    · Moods Median Test

    · Man Whitney Test

    · Kruskal Wallis Test

    Analysis of Variance (ANOVA)

    · Intro to ANOVA (Analysis of Variance)

    · ANOVA - Additivity and Total Variance- Data Dimension and Total Variance Calculation

    · ANOVA (One Way ANOVA Step 1 and 2)- Components of Variation and Calculation of the sum of squares

    · ANOVA (Degree of Freedom)

    · ANOVA- Calculation of Mean Square, Calculation of the F- Ratio, and Testing for significance

    · ANOVA in Minitab- 95% Confidence Intervals

    · ANOVA Summary and Crossed VS Nested Design

    · ANOVA (Minitab Case Study) - Molding Process

    Analysis of Means (ANOM)

    · Introduction to ANOM

    · Difference between ANOVA and ANOM

    · ANOM (Minitab Case Study)

    Regression Analysis

    · Intro to Regression and Scatter Plot

    · Regression- Correlation Analysis

    · Regression- Introduction to Linear Regression

    · Scatter Diagram, Regression (Minitab Case Study)

    · ANOVA for Linear Regression and Normality of Residuals

    · Regression- Interpolation and Extrapolation summary

    · Scatter, Correlation, and Regression (Minitab Case Study)

    Design of Experiments (DOE)

    · Design of Experiments (DOE) -Introduction, Benefits of DOE, what is Experimental Design? and How DOE works?

    · How DOE works – Example

    · DOE Key Terms

    · DOE - Coffee making Example

    · DOE - Steps, One Factor at a Time (OFAT), Trial and Error, Fractional Factorial

    · DOE - Mould Experiment Design and Main Effect Plot

    · DOE - Mould Experiment (Interaction Effects)

    · DOE - Mould Experiment (Interaction Effect summary)

    · DOE - Creating a design in Minitab (Mould Experiment)

    · DOE - Minitab Data Analysis (Mould Experiment)

    · DOE - Minitab Main effect and Interaction (Mould Experiment)

    · DOE - (Minitab Exercise)- Molding Experiment

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.

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