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Day 17 | Regression Analysis using OLS technique | APSSDC | 360DigiTMG

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Lesson extensions

Lessons List | 20 Lesson
Day 1 | Introduction To R Programming | R Installation | APSSDC | 360DigiTMG
01:51:55

Day 1 | Introduction To R Programming | R Installation | APSSDC | 360DigiTMG
Day 2 | R Data Structures | Vectors Lists | APSSDC | 360DigiTMG
02:00:36

Day 2 | R Data Structures | Vectors Lists | APSSDC | 360DigiTMG
Day 3 | R Data Types Factors Levels Matrixes Arrays | APSSDC | 360DigiTMG
02:03:38

Day 3 | R Data Types Factors Levels Matrixes Arrays | APSSDC | 360DigiTMG
Day 4 | R Programming | Loops | Conditional Statements | Data Frames | APSSDC | 360DigiTMG
01:59:41

Day 4 | R Programming | Loops | Conditional Statements | Data Frames | APSSDC | 360DigiTMG
Day 5 | Functions | Packages | R Programming | APDSCC | 360DigiTMG
02:00:44

Day 5 | Functions | Packages | R Programming | APDSCC | 360DigiTMG
Day 6 | Inbuilt Datasets | R Programming | Using Datasets Package | APSSDC| 360DigiTMG
01:58:36

Day 6 | Inbuilt Datasets | R Programming | Using Datasets Package | APSSDC| 360DigiTMG
Day 7 | Data Visualization using R | APDSCC | 360DigiTMG
01:56:35

Day 7 | Data Visualization using R | APDSCC | 360DigiTMG
Day 8 | Loading Data into R | Different Format Files | APDSCC | 360DigiTMG
01:58:52

Day 8 | Loading Data into R | Different Format Files | APDSCC | 360DigiTMG
Day 9 | Stages of Analytics | CRISP DM and Descriptive Analytics | APSSDC| 360DigiTMG
02:01:57

Day 9 | Stages of Analytics | CRISP DM and Descriptive Analytics | APSSDC| 360DigiTMG
Day 10| Descriptive Statistics| Measures of Dispersion| Skewness Kurtosis| APSSDC| 360DigiTMG
02:03:22

Day 10| Descriptive Statistics| Measures of Dispersion| Skewness Kurtosis| APSSDC| 360DigiTMG
Day 11| Probability Distributions | Visualizing Continuous | Random Variable | APSSDC | 360DigiTMG
01:57:35

Day 11| Probability Distributions | Visualizing Continuous | Random Variable | APSSDC | 360DigiTMG
Day 12 | Normal Probability Distribution | QQ Plot Transformation Techniques | APSSDC | 360DigiTMG
01:59:16

Day 12 | Normal Probability Distribution | QQ Plot Transformation Techniques | APSSDC | 360DigiTMG
Day 13 | Standard Normal Distribution | Standardization using R | APDSCC | 360DigiTMG
02:00:22

Day 13 | Standard Normal Distribution | Standardization using R | APDSCC | 360DigiTMG
Day 14 | Data Preprocessing using R | Outliers Discretization Binning Imputation | APSSDC
02:00:14

Day 14 | Data Preprocessing using R | Outliers Discretization Binning Imputation | APSSDC
Day 15 | Data Preprocessing Using R | Type Casting Dummy Variables | APSSDC | 360DigiTMG
01:59:28

Day 15 | Data Preprocessing Using R | Type Casting Dummy Variables | APSSDC | 360DigiTMG
Day 16| Predictive Analysis Bivariate Analysis| Scatter Plot | APSSDC| 360DigiTMG
02:00:35

Day 16| Predictive Analysis Bivariate Analysis| Scatter Plot | APSSDC| 360DigiTMG
Day 17 | Regression Analysis using OLS technique | APSSDC | 360DigiTMG
01:59:43

Day 17 | Regression Analysis using OLS technique | APSSDC | 360DigiTMG
Day 18| Model Evaluation Best fit Model Transformation Techniques| APSSDC| 360DigiTMG
02:00:29

Day 18| Model Evaluation Best fit Model Transformation Techniques| APSSDC| 360DigiTMG
Day 19 | Model Deployment using R Shiny | APSSDC | 360DigiTMG
02:00:32

Day 19 | Model Deployment using R Shiny | APSSDC | 360DigiTMG
Day 20 | Text Mining Sentiment Analysis using Wordclouds | APSSDC | 360DigiTMG
02:20:04

Day 20 | Text Mining Sentiment Analysis using Wordclouds | APSSDC | 360DigiTMG

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Course Description

R Data Structures course, In this course we will explore the various data structures in R, including vectors, matrices, lists, and more, for efficient data manipulation and analysis.
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