R programming for beginners
- Description
- Curriculum
- FAQ
- Reviews
This R programming course is for complete beginners. If you are a college graduate or Business Analyst or someone who wants to kick start in R programming then you are at right place. This course is specifically designed for beginners.
All the concepts are discussed in detail and practical examples are completed in live classes. Enough practice exercise is provided to practice.
You will start with installation of R and RStudio. You will learn about basic operations in R, Variables, loops, data structures. How to manipulate and work with different data structures. You will also learn about basic statistics required to perform well in Data science projects.
Work with data frames. Import and Export data in CSV and excel format and Visualize your data. All the videos are designed in such a way that a beginner will easily understand. Enough practice exercises are provided to practice and learn. Resources are provided to learn about R programming in detail.
What you will learn :
- R and RStudio installation
- Basic Operations
- Conditions and Symbols in R
- Variable and Data types
- Data Structures
- Vectors
- Factors
- Matrix
- Array
- List
- Data frame
- Recycling Rule in R
- Control structures
- Statistics
- Data Visualization
At the end of the course you will be able to use R to perform analysis on your data sets.
This course will be regularly updated and new contents will be added on regular basis.
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3Basic Operations in RVideo lesson
Learn about basic operations like addition,multiplication,subtraction. About constant values,character values and arithmetic and logical operators
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4Condition and SymbolVideo lesson
Learn about equality, inequality, greater than, smaller operators and other conditions and symbols
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5Variable and Data typesVideo lesson
Learn about Variables and Data types in R
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6Introduction to Data structuresVideo lesson
Introduction to Vector, Factor, Matrix,Array and list
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7VectorVideo lesson
Creating and performing different operations on Vectors
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8Arithmetic operations on VectorVideo lesson
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9Logical vectors and sequencesVideo lesson
Learn about Logical vectors and sequences
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10FactorVideo lesson
Create and use Factors. Perform different operations on Factors
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11MatrixVideo lesson
Learn about Matrix and different operations on Matrix
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12Matrix MultiplicationVideo lesson
Matrix multiplication operations
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13Matrix continueVideo lesson
Matrix operations continue
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14ArrayVideo lesson
Create and perform different operations on Array
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15ListVideo lesson
Create list and perform detailed operations on list
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16List continueVideo lesson
List operations continue
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17Data framesVideo lesson
Data frames creation and other operations on it
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18Recycling Rule in RVideo lesson
Learn about Recycling Rule in R
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19Type Coercion and Coercing factorsVideo lesson
Learn about Type Coercion and Coercing factors
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20Advance operations in RVideo lesson
Learn about advance operations in R
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26Measurement of Central Tendency - Mean,Median and ModeVideo lesson
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27VarianceVideo lesson
Standard deviation and Variance
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28Outlier and types of DataVideo lesson
Outliers and Types of Data
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29SkewnessVideo lesson
Correlation and Skewness
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30KurtosisVideo lesson
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31Hypothesis testingVideo lesson
Hypothesis testing
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32Type 1 and type 2 errorVideo lesson
Type 1 and type 2 error
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