R Programming for Data Science for Absolute Beginners

سرفصل های دوره

Learn the art of R programming for Data Science . Learn to analyse and Visualize for Actionable Insights.

1. Introduction

1. Welcome to the Course

2. Introduction to the Course

3. Installation of R and R Studio

4. Understanding R Studio

5. Understanding Datatypes in R

6. Crash Course in R - 1

7. Quizes - Basics of R - 1.html

8. Crash Course in R - 2

9. Crash Course in R - 3

10. Introduction to Vectors

11. Vectors in R - 1

12. Vectors in R - 2

13. Quiz Vectors.html

14. Factors in R -1

15. Factors in R -2

16. Quiz Factors.html

17. Introduction to Matrices

18. Matrices

2. Dataframes in R

1. Introduction to Dataframes

2. Creating Dataframes

3. Accessing Dataframes

4. Operations in Dataframes

5. Quiz Dataframes.html

6. File Upload into Dataframe

7. Introduction to List

8. List

9. Summary.html

3. Constructs in R programming

1. Introduction to Constructs in R

2. Relational and Logical Operators

3. Quiz Logical operators.html

4. Conditional Statements

5. Quiz Conditional Statements.html

6.1 bank.csv

6. Understanding Bank File for Credit Card

7. Writing Conditions for Credit Card Issuance

8. Loops

9. Loops-2

10. Introduction to Functions

11. Functions - Built-in

12. Quiz Built-in Functions.html

13. Create Your own Functions

14. Sapply Functions

15. Quiz-Create your own function.html

16. Summary.html

4. Visualizations in R

1. Introduction to the world of Visualization

2. R base Plots-1

3. R base Plots-2

4. Quiz-base plots.html

5. Introduction to ggplot

6. Getting Started with ggplots

7. Scatter Plots Using ggplot

8. Plotting values on ggplot in Scatter plots

9. Quiz ggplots.html

10. ggplot on Large Datasets

11. ggplot as Object

12. Quiz-ggplots.html

13. Plotting Bar Charts using ggplot

14. Quiz bars.html

15. Jitters in ggplot

16. Dodge Plots

17. Quiz Jitters.html

18. Histograms using ggplot

19. Quiz Histograms.html

20. Timeseries Plots

21. Summary.html

5. Case Study- Uber Demand Supply Gap

1.1 Uber Request Data.csv

1. Understanding Business Problem

2.1 Uber Request Data.csv

2. Uber Datasets

3. Data Analysis - 1

4. Data Visualisations -1

5. Data Visualisations - 2

6. Investment Case Study using Excel Bonus Lectures

1. Introduction to Investment Case Studies

2.1 companies.xlsx

2.2 english+speaking+countries.pdf

2.3 mapping.csv

2.4 results submission.xlsx

2.5 rounds2.csv

2. Understanding Case Studies and Downloads.html

3. Data Preparation-1

4. Data Preparation - 2

5. Data Preparation - 3

6. Data Preparation - 4

7. Data Preparation - 5

8. Country Wise Analysis

9. Investment Type Analysis

10. Company Category Type Analysis

11. PPT Presentation to Business Users for Data Insights

139,000 تومان

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تولید کننده: Udemy