Curriculum
Data analysis in R and Ai (Urdu medium) Recorded Course
Module 1:What You Will Learn in This Course: Data Analysis in R & AI
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Module 2: Downloading and Installation of R & RStudio
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Module 3: What is the Difference Between R and RStudio?
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Module 4: Working Directory and Packages
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Module 5.1: Reading, Writing, and Editing R Scripts & Solving Basic Errors
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Module 5.2: Reading, Writing, and Editing R Scripts & Solving Basic Errors
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Module 6: Basic Plots Using ggplot2, Script Writing & Solving Basic Errors
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Module 7: Correlation Analysis and Correlation Plots in R
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Module 8: Use of AI for Script Writing and Data Visualization in R
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Module 9: Heatmap Visualization in R
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Module 11: Descriptive statistics in R
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Module 14:Time series analysis in R
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Module 11: t-Tests in R (One-Sample, Two-Sample & Paired t-Test)
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Module 12 : ANOVA , Onway anova , Two way ANOVA and Many more
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Module 13: Regression and its different types
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Video lesson
đŸ”¹Module 2: Downloading and Installation of R & RStudio
Module Contents
Introduction to R and RStudio
Difference between R and RStudio
System requirements (Windows, macOS, Linux)
Downloading and installing R
Downloading and installing RStudio
Verifying successful installation
Common installation issues and troubleshooting