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Email: it@huph.edu.vn
Email: it@huph.edu.vn
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Data Science Courses
Mastering AI and Data Analysis no Coding with JMP Software
1 students
Last updated
Mar 2024
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Overview
Course content
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About the course
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Course content
Sections:
8
•
Activities:
0
•
Resources:
52
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Section 1
Getting Started with JMP Software
001-Introduction to JMP Software
002-Going through the course structure
003-Installation of JMP Software
004-Other JMP Software
Section 2
Data import and manipulation in JMP Software
005-Importing data from an Excel File
006-Importing data from a CSV File
007-Importing data from Google Sheets
008-Importing data from MYSQL Database
009-Cleaning the data imported into JMP
010-Navigating JMP Options
Section 3
Introduction to Descriptive Statistics
011-Introduction to Statistics
012-Dataset and types of data
013-Componenets of Descriptive statistics
014-Understanding central tendency Mean Median Mode
015-Understanding Measure of Variability Range Variance Standard Deviation
016-Application of Measure of central tendency Mean Median Mode
017-Application of Measure of Variability Range Variance Standard Deviation
018-Application of Measure of Variability in Manufacturing a discussion
019-Understanding different types of visuals
020-Understanding business applications of visualization
021-Understanding Frequency Table for Categorical value
Section 4
Exploratory data analysis using JMP Software
022-Scatter Plot in JMP Software
023-Bar charts in JMP Software
024-Parallel Charts in JMP Software
025-Pie Chart in JMP Software
026-Heat map in JMP Software
027-Map Plot in JMP Software
028-Box Plot in JMP Software
029-Histogram in JMP Software
030-More Graphs in JMP Software Bubble plot Scatter plot 3D Contour graph Area
Section 5
Performing Descriptive Statistics in JMP Software
031-Frequency Table for Categorical values using JMP
032-Plotting One Variable Numeric and Categorical
033-Plotting Two variables Numeric and Categorical
034-Tabulate Statistics
035-Assessing Normality
Section 6
Performing Inferential Statistics in JMP Software
037-Performing sampling in JMP Software
038-Generating a Random data
039-Confidence Intervals for Population Proportions
040-Hypothesis Tests for Population Proportions
041-Calculating Z Score
042-Chi Squared Test for a Two Way Table
043-t Test and Z Test for continuous variables
044-t Test and ANOVA for categorical variables
045-Correlation
Section 7
Running Models
046-Introduction to Models
047-Linear Regression using JMP
048-Logistic Regression
049-Clustering
050-Time Series
051-Text Explorer
Section 8
Thank You
052-More Options in JMP Software
053-Thank You Video
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Mastering AI and Data Analysis no Coding with JMP Software
Course modified date:
2 Mar 2024
Enrolled students:
1
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