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JMP Training for Statistics & Data Visualization


  JMP Training for Statistics & Data Visualization

 JMP Training for Statistics & Data Visualization | Udemy Coupon ED

Learn Statistics, Analytics & Data Visualization with JMP Statistical Software - Free Course.
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What you'll learn
  • Statistics
  • JMP Software
  • Data Visualization
  • Data Analytics
  • Hypothesis Testing
  • Analysis of Variance
  • Linear Regression
  • Distributions
  • Control Charts
  • Heat Maps
  • Descriptive Statistics
  • Inferential Statistics
  • Pareto Charts
  • Lean Six Sigma
Requirements
  • Basic knowledge of computers
 Description

Learn Statistics, Analytics and Data Visualization with JMP 15 to solve problems, reveal opportunities and inform decisions. Create opportunities for you or key decision-makers to discover data patterns such as customer purchase behavior, sales trends, quality defects, or production bottlenecks.
What You'll Learn:

Here is a summary of topics covered in this course:
  • Hypothesis Testing
    • Normal Distributions
    • Shapiro Wilk Test
    • Z Test & T Test
    • 2 Sample T Test
  • ANOVA
    • One Way ANOVA
    • T Test & Tukey Test
  • Data Visualization
  • Descriptive Statistics
  • Quality Control Charts (Pareto, X Bar & R, & IMR)
  • Distributions
  • Linear Regression
    • Fit Y by X
    • (Pearsons) Correlation Coefficient
  • Data Clean Up
  • Publish sharable Analysis & Dashboards
Section 2: Data Types, Column, Data Clean Up
Import data from a variety of sources: Excel, Google Sheets, CSV, etc. Learn how to format specific columns and how to clean data before creating graphs / distributions / analysis.
Section 3: JMP Visuals & Graphing
Learn how to create individual value plots (scatter plots), bar charts, pie charts, parallel plots, heat maps, and more.
Section 4: Descriptive Statistics & Quality Control ChartsLearn and create tables of descriptive statistics on JMP. Create control charts such as Pareto Charts, X Bar & R Charts and IMR Charts.
Section 5: Distributions OverviewLearn about Box Plots and Histograms in detail. Then learn how to create distributions and what analysis you can take from it.
Section 6: Publish Dashboards Post your finished analysis to the web in dashboard form to share with others. Save and automate reports for changing data.
Section 7: Linear Regression (Fit Y by X):Learn about linear regression and dependent and independent variables. Learn how correlation coefficient can help you analyze future trends of big data. Create your own fitted lines on JMP using Fit Y by X tool.

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