Brochure
Enquire
- Welcome to the R Programming Course!
- Updates on Udemy Reviews
- Installing R and R Studio (MAC & Windows)
- BONUS: Learning Paths
- Exercise - Get Excited!
- Get the materials
- Some Additional Resources!!
- BONUS: Interview with Hadley Wickham
- Your Shortcut To Becoming A Better Data Scientist!
Quick Facts
| particular | details | |||
|---|---|---|---|---|
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 4,999
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Hit The Ground Running
Core Programming Principles
- Welcome to this section. This is what you will learn!
- Types of variables
- Using Variables
- Logical Variables and Operators
- The "While" Loop
- Using the console
- The "For" Loop
- The "If" statement
- Section Recap
- HOMEWORK: Law of Large Numbers
- Core Programming Principles
Fundamentals Of R
- Welcome to this section. This is what you will learn!
- What is a Vector?
- Let's create some vectors
- Using the [] brackets
- Vectorized operations
- The power of vectorized operations
- Functions in R
- Packages in R
- Section Recap
- HOMEWORK: Financial Statement Analysis
- Fundamentals of R
Matrices
- Welcome to this section. This is what you will learn!
- Project Brief: Basketball Trends
- Matrices
- Building Your First Matrix
- Naming Dimensions
- Colnames() and Rownames()
- Matrix Operations
- Visualizing With Matplot()
- Subsetting
- Visualizing Subsets
- Creating Your First Function
- Basketball Insights
- Section Recap
- HOMEWORK: Basketball Free Throws
- Matrices
Data Frames
- Welcome to this section. This is what you will learn!
- Project Brief: Demographic Analysis
- Importing data into R
- Exploring your dataset
- Using the $ sign
- Basic operations with a Data Frame
- Filtering a Data Frame
- Introduction to qplot
- Visualizing With Qplot: Part I
- Building Dataframes
- Merging Data Frames
- Visualizing With Qplot: Part II
- Section Recap
- HOMEWORK: World Trends
- Data Frames
Advanced Visualization With GGPlot2
- Welcome to this section. This is what you will learn!
- Project Brief: Movie Ratings
- Grammar Of Graphics - GGPlot2
- What is a Factor?
- Aesthetics
- Plotting With Layers
- Overriding Aesthetics
- Mapping vs Setting
- Histograms and Density Charts
- Starting Layer Tips
- Statistical Transformations
- Using Facets
- Coordinates
- Perfecting By Adding Themes
- Section Recap
- HOMEWORK: Movie Domestic % Gross
- Advanced Visualization With GGPlot2
Homework Solutions
- Homework Solution Section 2: Law Of Large Numbers
- Homework Solution Section 3: Financial Statement Analysis
- Homework Solution Section 4: Basketball Free Throws
- Homework Solution Section 5: World Trends
- Homework Solution Section 6: Movie Domestic % Gross (Part 1)
- Homework Solution Section 6: Movie Domestic % Gross (Part 2)
- THANK YOU bonus video
Bonus Tutorials
- BoxPlots
- **YOUR SPECIAL BONUS**
Instructors
Mr Kirill Eremenko
Data Scientist
Udemy
Articles
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