Statistical Data Analysis

Statistical Data Analysis

By admin July 24, 2020

ONLINE CERTIFICATION TRAINING

Learn from the Experts!

Minitab Batch: July 31 & Aug 1 – 6 pm to 9.30 pm

Excel Batch: Aug 1 & 2 – 9.30 am 1.00 pm

Basics of Data Analysis

This program covers the basics of Data Analysis. Don’t worry about your current proficiency.

Green Belt Tools

It will help you perform all the statistical analysis required for a Six Sigma Green Belt Project.

Minitab / Excel

Choose between Minitab or MS Excel –  Two different batches

COURSE CONTENTS

Minitab Batch

• Types of Data
• Data Collection & Display
  • Frequency Table
  • Concentration Diagrams
  • Stem and Leaf Diagrams
  • Frequency Distribution
  • Histogram
• Descriptive Statistics
  • Definitions
  • Population and Sample
• Properties of data
  • Central Tendency
  • Dispersion
• Introduction to Minitab
  • Descriptive Statistics using Minitab
• Basic Data Analysis Tools
  • Histogram
  • Pareto Analysis
  • Box Plot
• Inference from Data
  • Inferential statistics
  • Probability & Normal Distribution
• Understanding the Behaviour of collected data
  • Trends & Patterns in Data
  • Variation & its consequences
  • Test for Normality
• SPC Overview & Control Charts
  • Types of Control Charts – Applications
  • I Chart
  • X-bar – R Chart
• Regression Analysis
  • Scatter plot
  • Regression equation
  • Linear & Non-linear regression models
• Hypothesis Testing
  • 1 sample t test
  • 2 sample t test
  • ANOVA

Excel Batch

• Types of Data
• Data Collection & Display
  • Frequency Table
  • Concentration Diagrams
  • Stem and Leaf Diagrams
  • Frequency Distribution
  • Histogram
• Descriptive Statistics
  • Definitions
  • Population and Sample
• Properties of data
  • Central Tendency
  • Dispersion
• Descriptive Statistics using MS Exel
• Basic Data Analysis Tools
  • Histogram
  • Pareto Analysis
• Inference from Data
  • Inferential statistics
  • Probability & Normal Distribution
• Understanding the Behaviour of collected data
  • Trends & Patterns in Data
  • Variation & its consequences
• SPC Overview & Control Charts
  • Types of Control Charts – Applications
  • I Chart
  • X-bar – R Chart
• Regression Analysis
  • Scatter plot
  • Regression equation
  • Linear regression model
• Hypothesis Testing
  • 1 sample t test
  • 2 sample t test

CSense Certification & Authentication

We certify every participant qualifying the requirements of the course, with unique Certification Identification Number (CIN).

In addition to the certification, we also provide a Certification Soft-Badge to qualifying participant with CIN.

Trace the authenticity of your certificate, with details of course, duration, dates of training undergone, etc. Help your superiors or recruiters to trace your certification details at www.csensems.com/cert with you CIN.