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R Programming for Research and Data Analysis Know Your Instructor
R Programming for Research and Data Analysis
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DEMO CLASS: [ক্লিক করে দেখে নিন কোর্সের ডেমো ক্লাসগুলো]
Demo Class 1: Generating a Combined Bar and Line Graphs in R
Video - 4:51 mins
Demo Class 2: Creating Table in R Studio
Video - 7:12 mins
Demo Class 3: Grouped Density Plot in R Programming
Video - 5:37 mins
Module 1: Getting Started with R
Know Your Instructor
Video - 1:40 mins
Lecture 1: Introduction to R Programming
Video - 4:33 mins
All Practice Materials & Resources (Download)
Reading
Lecture 2: Software Installation Guideline
Video - 5:05 mins
Lecture 3: Data Type We Will Use in this Course
Video - 6:04 mins
Lecture 4: R Studio Interface & Navigation
Video - 4:06 mins
Lecture 5: Start Your First Coding in R Studio
Video - 3:34 mins
Lecture 6: Setting Directory in R Studio
Video - 4:38 mins
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Reading
Module 2: Data Handling & Table Management
Lecture 1: Importing Data into R
Video - 5:06 mins
Lecture 2: Creating Table in R Studio
Video - 7:12 mins
Lecture 3: Understanding Table Features and Characteristics
Video - 7:33 mins
Lecture 4: Adding Extra Column in Table
Video - 6:58 mins
Lecture 5: Cutting Row and Column in Table
Video - 8:39 mins
Lecture 6: Adding Values in Table
Video - 7:54 mins
Lecture 7: Exporting Tables from R
Video - 4:20 mins
Lecture 8: Data Loading from Excel
Video - 6:09 mins
Lecture 9: Data Filtering Techniques in R
Video - 10:57 mins
Lecture 10: How to Join Tables
Video - 7:27 mins
Module 3: Statistical Analysis Basics
Lecture 1: Calculating Average, Mean, Median, Mode & Standard Deviation (Part 1)
Video - 13:01 mins
Lecture 2: Calculating Average, Mean, Median, Mode & Standard Deviation (Part 2)
Video - 6:35 mins
Module 4: Basic Data Visualization
Lecture 1: Creating Bar Plots in R
Video - 12:47 mins
Lecture 2: Customizing Graph Fonts and Segmented Bar Charts
Video - 3:48 mins
Lecture 3: Creating Error Bars & Saving Graphs in R
Video - 6:16 mins
Lecture 4: Multiple Bar Plot Creation
Video - 7:26 mins
Lecture 5: Creating Line Graph & Dot Plot
Video - 7:56 mins
Lecture 6: Creating Multiple Line Graph
Video - 6:14 mins
Module 5: Advanced Visualization Techniques
Lecture 1: Combining Bar Plots and Line Graphs in R
Video - 4:50 mins
Lecture 2: Creating Stacked Bar Plot
Video - 5:49 mins
Lecture 3: Creating Pie Plot
Video - 4:17 mins
Lecture 4: Displaying Multiple Graphs on a Single Page
Video - 4:59 mins
Lecture 5: Creating Scatter Plot
Video - 3:20 mins
Lecture 6: Multiple Scatter Plot Creation
Video - 2:16 mins
Lecture 7: 3D Scatter Plot
Video - 2:38 mins
Lecture 8: Creating Box Plot
Video - 4:02 mins
Lecture 9: Group Box Plot
Video - 4:31 mins
Lecture 10: Visualizing Data in Dot Plot
Video - 4:30 mins
Lecture 11: Creating Diverging Charts in R
Video - 9:36 mins
Lecture 12: Diverging Lollipop Charts in R
Video - 6:46 mins
Lecture 13: Creating Diverging Dot Plots
Video - 3:28 mins
Module 6: Correlation, Regression & Multivariate Analysis
Lecture 1: Linear Regression Analysis in R
Video - 3:13 mins
Lecture 2: Visualization of Scatterplot and Linear Regression
Video - 7:24 mins
Lecture 3: Pearson Correlation Analysis in R
Video - 9:25 mins
Lecture 4: Creating Graph from Correlation Analysis (Part 1)
Video - 4:20 mins
Lecture 5: Creating Graph from Correlation Analysis (Part 2)
Video - 7:41 mins
Lecture 6: Creating PCA Plot in R
Video - 14:50 mins
Module 7: Clustering & Heatmap Visualizations
Lecture 1: Basic Dendrogram / Cluster Analysis
Video - 6:22 mins
Lecture 2: Colorful Dendrogram
Video - 3:13 mins
Lecture 3: Heatmap
Video - 3:21 mins
Lecture 4: Gorgeous Heatmap
Video - 5:53 mins
Module 8: Advanced Visual Analytics & Flow Visualizations
Lecture 1: 2D Density Plot
Video - 6:21 mins
Lecture 2: Grouped Density Plot
Video - 5:37 mins
Lecture 3: Combined Regression + Density Plot
Video - 5:49 mins
Lecture 4: Combined Regression + Box Plot
Video - 2:50 mins
Lecture 5: Flow Chart / Tree Analysis
Video - 4:40 mins
Lecture 6: Long Flowchart
Video - 5:16 mins
Lecture 7: Creating Venn Diagram in R
Video - 5:14 mins
Lecture 8 Creating Sunburst Plot in R
Video - 4:50 mins
Module 9: Applied Data Visualization & Mapping
Lecture 1: Basic Word Cloud
Video - 4:44 mins
Lecture 2: Gorgeous Word Cloud
Video - 2:25 mins
Lecture 3: Level Plot/Contour Plot
Video - 5:25 mins
Lecture 4: Advanced Responsive Contour Map
Video - 1:40 mins
Lecture 5: Create Geographical Map Using R
Video - 9:27 mins
Lecture 6: Creating Pie Chart in R
Video - 4:44 mins
Bonus: R Tips & Tricks
Tips and Tricks for Everyday Use
Video - 2:08 mins
All Practice Materials & Resources
All Practice Materials & Resources (Download)
Reading
Book: বাংলায় শিখুন R Programming
বাংলায় শিখুন R Programming
Reading
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