DIU-BLC
Statistical Data Analysis Lab (Fall 2024)
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Course data
Introduction
Course Outline & Assessment Criteria
Textbook 1: Discovering Statistics with R by Andy Field
Textbook 2: The Book of R by Tilman Davies
Textbook 3: R for Data Science by Hadley Wickham
Announcements
Announcements
Numerics, Arithmetic, Assignment, & Vectors
Notebook: R Data Types
Lab Assignment 1: Numerics, Arithmetic, Assignment, & Vectors
Q&A on Arrays & Matrices
Matrices & Arrays
Notebook: R Data Types
Lab Assignment 2: Arrays & Matrices
Q&A on Matrices & Arrays
Boolean, Character, & Factors
Notebook: R Data Types
Lab Assignment 3: Boolean
Lab Assignment 4: Character & Factors
Q&A on Boolean, Character, & Factors
Lists & Dataframes
Notebook: R Data Types
Lab Assignment 5: Lists & Dataframes
Q&A on Lists & Dataframes
Exploratory Data Analysis with R and ggplot2
Notebook: Data Visualization
Lab Assignment 6: Graphics
Q&A on Exploratory Data Analysis with ggplot2
R Input/Outputs
Notebook: Input/Output
Lab Assignment 7: Input/Outputs
Q&A on R Input/Outputs
Descriptive Statistics
Notebook: Descriptive Statistics
Lab Assignment 8: Descriptive Statistics
Q&A on Descriptive Statistics
Lab Final
Lab Report
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DS412 (DMKH-243)
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Course info
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Courses
DIU
Faculty of Science and Information Technology
Computer Science and Engineering
CSE Fall 2024
DS412 (DMKH-243)
Summary
Statistical Data Analysis Lab (Fall 2024)
Teacher:
Dr. Md Kamrul Hossain
Skill Level
:
Beginner