Course Curriculum
| Session 1 - Introduction to R | |||
| Handout – Introduction to R | 00:00:00 | ||
| 1.1 Getting Started in R | FREE | 00:00:00 | |
| 1.2 R Environment | FREE | 00:00:00 | |
| 1.3 R Packages | 00:00:00 | ||
| 1.4 R Data Types Vectors | 00:00:00 | ||
| 1.5 R Dataframes | 00:00:00 | ||
| 1.6 List in R | 00:00:00 | ||
| 1.7 Factor and Matrices | 00:00:00 | ||
| 1.8 R History and Scripts | 00:00:00 | ||
| 1.9 R Functions | 00:00:00 | ||
| 1.10 Errors in R | 00:00:00 | ||
| R quiz unit 1 | Unlimited | ||
| Session 2 - Data Handling in R | |||
| Handout – Data Handling in R | 00:00:00 | ||
| 2.1 Data handling introduction | FREE | 00:00:00 | |
| 2.2 Importing the Datasets | FREE | 00:00:00 | |
| 2.3 Checklist | 00:00:00 | ||
| 2.4 Subsetting the Data | 00:00:00 | ||
| 2.5 Subsetting Variable Condition | 00:00:00 | ||
| 2.6 Calculated Fields _ ifelse | 00:00:00 | ||
| 2.7 Sorting and Duplicates | 00:00:00 | ||
| 2.8 Joining and Merging | 00:00:00 | ||
| 2.9 Exporting the Data | 00:00:00 | ||
| R Quiz Unit 2 | Unlimited | ||
| Session 3 - Basic Descriptive Statistics & Reporting | |||
| Handout – Basic Statistics, Plots and Reporting in R | 00:00:00 | ||
| 3.1 Introduction and Sampling | FREE | 00:00:00 | |
| 3.2 Descriptive Statistics | FREE | 00:00:00 | |
| 3.3 Percentiles and Quartiles | 00:00:00 | ||
| 3.4 Box Plots | 00:00:00 | ||
| 3.5 Creating Graphs and Conclusion | 00:00:00 | ||
| R Quiz Unit 3 | Unlimited | ||
| Session 4 - Data Cleaning and Treatement | |||
| Handout – Data Cleaning and Treatment in R | 00:00:00 | ||
| 4.1 Data Cleaning Intro and Model Building Cycle | FREE | 00:00:00 | |
| 4.2 Model Building Cycle | FREE | 00:00:00 | |
| 4.3 Data Cleaning Case Study | 00:00:00 | ||
| 4.4 CS lab Step1 Basic Content of Dataset | 00:00:00 | ||
| 4.5 Variable level Exploration Catagorical | 00:00:00 | ||
| 4.6 Reading Data Dictionary | 00:00:00 | ||
| 4.7 Step2 lab Catagorical Variable Exploration | 00:00:00 | ||
| 4.8 Step3 lab Variable level Exploration – Continuous | 00:00:00 | ||
| 4.9 Data Cleaning and Treatments | 00:00:00 | ||
| 4.10 Step 4 Treatment – Scenario1 | 00:00:00 | ||
| 4.11 Step 4 Treatment – Scenario 2 | 00:00:00 | ||
| 4.12 Data Cleaning – Scenario 3 | 00:00:00 | ||
| 4.13 Some Other Variables | 00:00:00 | ||
| 4.14 Conclusion | 00:00:00 | ||
| R Quiz Unit 4 | Unlimited | ||
188 STUDENTS ENROLLED
